Lipid tumour profile

CROSS REFERENCE TO RELATED APPLICATIONS

This application is a 35 U.S.C. §371 National Phase Entry application of International Application No. PCT/SG2009/000035, filed Jan. 28, 2009, which designates the United States, and which claims the benefit of priority to Singapore Patent Application No. 200800773-4, filed Jan. 28, 2008, the contents of each of which are incorporated by reference herein in their entirety.

FIELD

The present invention relates to the fields of medicine, cell biology, molecular biology and genetics.

BACKGROUND

Ovarian tumor is the fifth leading cause of cancer-related death and is difficult to diagnose and monitor. Although ovarian cancer accounts for about 4 percent of all cancers in women, it has the highest mortality of all gynecologic cancers, being a silent killer because it is often diagnosed at an advanced stage.

Ovarian cancer may be diagnosed, in part, by collecting a routine medical history from a patient and by performing physical examination, x-ray examination, and chemical and hematological studies on the patient. Hematological tests which may be indicative of ovarian cancer in a patient include analyses of serum levels of proteins designated CA125 and DF3 and plasma levels of lysophosphatidic acid (LPA). Palpation of the ovaries and ultrasound techniques (particularly including endovaginal ultrasound and color Doppler flow ultrasound techniques) can aid detection of ovarian tumors and differentiation of ovarian cancer from benign ovarian cysts. However, a definitive diagnosis of ovarian cancer typically requires performing exploratory laparotomy of the patient.

Thus, while abnormal growth corresponding to ovaries can be monitored by ultrasonography or by the serum marker, CA125, determining whether the growth is benign or malignant is not possible without biopsies. Biopsies are typically done after surgery and the tissue growth is taken for various pathological examinations. This is a tedious and time consuming procedure. The patient is usually out of the surgery room by the time the information is acquired.

Detection and proper measures for the control of the disease by surgery at the early stages can prevent the patient from undergoing agonizing radio and chemotherapy. Such procedures also often, in the most advanced cases, have no substantial curative effects.

Current diagnostic methods include serological diagnostics, which determine the level of CA-125, a protein produced by ovarian cancer cells. While CA-125 is an important test, it unfortunately is not always accurate. For example, some ovarian cancers may not produce enough CA-125 levels to cause a positive test result. Although the level of this antigen is elevated in nearly 80% of the patients with advanced stages of the cancer, expression may be low in early stages of ovarian cancer. Serum CA125 levels may also be falsely elevated in patients having other gynecological conditions like serosa of the peritoneum or pericardium, uterine fibroids, renal disorders or even pregnancy and normal menses.

Other current diagnostic methods include trans-vaginal ultrasound (TVU), which may be conducted alone or in combination with CA-125 testing. These methods can detect ovarian cancer but can also produce many false-positive test results. Use of ultrasound in conjunction with the CA125 has a positive predictive value of only 20%. It is estimated that three out of every four surgeries carried out are for non-malignant conditions, and these could possibly have been avoided saving the patients from the surgical trauma.

The diagnostic and prognostic tools presently available are therefore not adequate to predict the onset of the disease.

Genomic and proteomic techniques for the discovery of novel biomarkers for ovarian cancer from body fluids are known. The blueprints derived from these methods have recently shown assurance for early ovarian cancer detection, but further studies regarding their reproducibility and reliability for early detection and screening are needed.

Some of these proteins which are predicted to have a role as biomarker for ovarian cancer include M-CSF, mesothelin, α-folate receptor, OVX1, CA72-4, Prostasin, Osteopontin, Inhibin and Kallikrien.

Recently there has been an interest in using lysophosphatidic acid (LPA) as a biomarker for ovarian cancer. LPA has been shown to stimulate the proliferation of ovarian cancer cells and has been found in blood of ovarian cancer patients. LPA as a biomarker has been shown to have a sensitivity of 100% in advanced stage and almost 90% in the early stages.

However, the use of LPA as a biomarker for ovarian cancer has been highly controversial. In some studies no significant change in LPA levels in the ovarian cancer patients have been observed, raising questions about the utility of LPA as a biomarker. Some of the discrepancies were attributed to differences in the isolation protocol of plasma as activated platelets could also generate LPA. This lipid is also elevated in patients with other gynecological manifestations.

There is therefore a need for a method of detecting and diagnosing cancers such as ovarian cancers.

SUMMARY

According to a 1^staspect of the present invention, we provide a method of generating a classification model capable of distinguishing between two biological states, the method comprising the steps of: (a) providing a training dataset, X, comprising concentrations of a plurality of lipids in a biological sample in a first state and a biological sample in a second state; (b) subjecting the training dataset X to Principal Components Analysis (PCA), in which the PCA analysis generates a transformation matrix, C, and a transformed dataset, Y_l; (c) subjecting the transformed dataset Y_lto Support Vector Machines (SVM) analysis, in which the SVM analysis generates a SVM model, S; (d) forming a classification model comprising (i) the transformation matrix C, and (ii) the corresponding SVM model S.

The plurality of lipids may include a plurality of choline lipids, such as phosphatidylcholine (GPCho) or sphingomyelin (SM) or both. It may further optionally comprise one or more of phosphatidic acid (GPA), phosphatidylglycerol (GPGro), phosphatidylserine acid (GPSer), sulfatides, cardiolipin, phosphatidylethanolamine (GPEtn), phosphatidylinositol (GPIns), phosphatidylinositol phosphates (GPInsPs), ceramide (Cer), mono hexosyl ceramide (MonoHexCer) and di hexosyl ceramide (DiHexCer). It may comprise all the aforementioned lipids.

The plurality of lipids may comprise the lipids set out in Table D1. It may comprise the lipids set out in Table D2. It may comprise the lipids set out in Table D3. It may comprise the lipids set out in Table E4. It may comprise the lipids set out in Table E6.

The two biological states may comprise a normal state and a diseased state. The diseased state may comprise a cancerous or tumour state, for example ovarian cancer.

The classification model may be capable of achieving a sensitivity of 98.99% or more. It may be capable of achieving specificity of 92.31% or more. It may be capable of achieving a PPV of 97.03% or more. It may be capable of achieving a NPV of 97.30%. It may be capable of achieving more or an accuracy of 97.10% or more. It may be capable of achieving one or more, such as all, of the above.

The two biological states may comprise a benign state and a malignant state, such as of ovarian cancer.

The classification model may be capable of achieving a sensitivity of 94.92% or more. It may be capable of achieving a specificity of 82.50% or more. It may be capable of achieving a PPV of 88.89% or more. It may be capable of achieving a NPV of 91.67% or more. It may be capable of achieving an accuracy of 89.90% or more. It may be capable of achieving one or more, such as all, of the above.

The two biological states may comprise an early tumour stage and a late tumour stage, such as of ovarian cancer.

The classification model may be capable of achieving a sensitivity of 100%. It may be capable of achieving a specificity of 81.82% or more. It may be capable of achieving a PPV of 90.24% or more. It may be capable of achieving a NPV of 100%. It may be capable of achieving an accuracy of 93.22% or more. It may be capable of achieving one or more, such as all, of the above.

The method may further comprise a step (c1) between step (c) and step (d). The additional step may comprise repeating steps (b) and (c) and selecting principal components which enable optimal classification in step (c).

The method may be such that optimal classification in step (c1) is determined by assessing the output of the SVM for sensitivity, specificity and accuracy at each iteration

The classification model may further comprise (iii) the number of selected principal components enabling optimal classification in step (c).

Step (c1) may comprise retaining principal components that perform at least 55%, 65%, 75%, 85%, 90%, 95%, 96%, 97%, 98%, 99%, 99.5%, 99.6%, 99.7%, 99.8%, 99.9% or 100% as well as the full dataset, after step (e), as assessed by any combination of sensitivity, specificity, PPV, NPV, accuracy, true negatives (TN), false negatives (FN), false positives (FP) and true positives (TP). It may comprise removing factors which do not significantly affect the performance of the SVM model. It may comprise retaining principal components whose eigenvalues are greater than or equal to 1. It may comprise retaining principal components that explain at least 55%, 65%, 75%, 85%, 90%, 95%, 96%, 97%, 98%, 99%, 99.5%, 99.6%, 99.7%, 99.8% or 99.9% of the variance in the dataset. It may comprise retaining principal components that in a scree plot of eigenvalues show a smooth decrease of eigenvalues or which are to the left of a levelling off or significant decrease in gradient or elbow in the plot (scree test). Step (c1) may comprise one or more of the above. It may comprise all of the above.

The method may comprise implementing SVM using a default linear kernel. SVM_lightmay be used.

The biological sample may comprise a serum sample of or from an individual.

The lipids may be identified by mass spectroscopy. The mass spectroscopy may comprise electrospray ionization mass spectrometry (ESI-MS). The lipids may be quantified by multiple reaction monitoring (MRM). The lipids may be identified and quantified as set out above.

The concentration of each lipid may be normalized by obtaining

${Lipid}_{i} = \frac{x_{i}}{[Std] \cdot \sum_{i = 1}^{n} x_{i}},$

where x_iis the intensity of a lipid_iand Std is the ratio of the intensity to the amount in pmoles of a lipid standard.

There is provided, according to a 2^ndaspect of the present invention, a classification model obtained by a method according to the 1^staspect of the invention.

We provide, according to a 3^rdaspect of the present invention, a classification model capable of distinguishing between a normal sample and an ovarian cancer sample. The classification model may comprise: (a) a 340×340 transformation matrix as shown in Appendix B1 and an SVM model as shown in Appendix C1; (b) a 340×85 transformation matrix comprising the first 85 columns of the matrix as shown in Appendix B1 and an SVM model as shown in Appendix C4; (c) a 340×10 transformation matrix comprising the first 10 columns of the matrix as shown in Appendix B1 and an SVM model as shown in Appendix C7; (d) a 82×82 transformation matrix as shown in Appendix B4 and an SVM model as shown in Appendix C10; or (e) a 77×77 transformation matrix as shown in Appendix B7 and an SVM model as shown in Appendix C13.

As a 4^thaspect of the present invention, there is provided a classification model capable of distinguishing between a benign cancer sample and an malignant cancer sample. The classification model may comprise: (a) a 340×340 transformation matrix as shown in Appendix B2 and an SVM model as shown in Appendix C2; (b) a 340×87 transformation matrix comprising the first 87 columns of the matrix as shown in Appendix B2 and an SVM model as shown in Appendix C5; (c) a 340×29 transformation matrix comprising the first 29 columns of the matrix as shown in Appendix B2 and an SVM model as shown in Appendix C8; (d) a 82×82 transformation matrix as shown in Appendix B5 and an SVM model as shown in Appendix C11; or (e) a 77×77 transformation matrix as shown in Appendix B8 and an SVM model as shown in Appendix C14.

We provide, according to a 5^thaspect of the present invention, a classification model capable of distinguishing between an early stage cancer sample and a late stage cancer sample. The classification model comprise (a) a 340×340 transformation matrix as shown in Appendix B3 and an SVM model as shown in Appendix C3; (b) a 340×44 transformation matrix comprising the first 44 columns of the matrix as shown in Appendix B3 and an SVM model as shown in Appendix C6; (c) a 340×82 transformation matrix comprising the first 82 columns of the matrix as shown in Appendix B3 and an SVM model as shown in Appendix C9; (d) a 82×82 transformation matrix as shown in Appendix B6 and an SVM model as shown in Appendix C12; or (e) a 77×77 transformation matrix as shown in Appendix B9 and an SVM model as shown in Appendix C15.

The present invention, in a 6^thaspect, provides a computer readable medium comprising a classification model as set out above.

In a 7^thaspect of the present invention, there is provided a method of determining the status of a sample, the method comprising (i) providing a dataset comprising concentrations of a plurality of lipids in the sample and (ii) applying a classification model as set out above.

The plurality of lipids may include a plurality of choline lipids, such as phosphatidylcholine (GPCho) or sphingomyelin (SM) or both. It may further optionally comprises phosphatidic acid (GPA), phosphatidylglycerol (GPGro), phosphatidylserine acid (GPSer), sulfatides, cardiolipin, phosphatidylethanolamine (GPEtn), phosphatidylinositol (GPIns), phosphatidylinositol phosphates (GPInsPs), ceramide (Cer), mono hexosyl ceramide (MonoHexCer) and di hexosyl ceramide (DiHexCer).

The method may be used for determining whether a sample is a normal sample or an ovarian cancer sample. Such a method may comprise (i) transforming the dataset with a transformation matrix of a classification model according to the 3^rdaspect of the invention to generate a transformed dataset, and (ii) subjecting the transformed dataset to Support Vector Machines (SVM) analysis with an SVM model of the classification model, in which an output of >0 indicates a normal sample and an output of <0 indicates an ovarian cancer sample.

According to an 8^thaspect of the present invention, we provide a method of obtaining an indication useful in the diagnosis of ovarian cancer in an individual, the method comprising conducting such a method on a sample of or from a patient, in which an output of <0 indicates that the individual is suffering from ovarian cancer.

The method may be used for determining whether a sample is a benign or malignant ovarian cancer sample, the method comprising (i) transforming the dataset with a transformation matrix of a classification model according to the 4^thaspect of the invention to generate a transformed dataset, and (ii) subjecting the transformed dataset to Support Vector Machines (SVM) analysis with an SVM model of the classification model, in which an output of >0 indicates a benign sample and an output of <0 indicates a malignant sample.

We provide, according to a 9^thaspect of the invention, a method of obtaining an indication useful in the diagnosis of an individual suffering from a malignant ovarian cancer, the method comprising conducting such a method on a sample of or from a patient, in which an output of >0 indicates that the individual is suffering from a benign ovarian cancer and an output of <0 indicates that the individual is suffering from a malignant ovarian cancer.

The method may be used for determining whether a sample is an early stage cancer or a late stage ovarian cancer sample, the method comprising (i) transforming the dataset with a transformation matrix of a classification model according to the 5^thaspect of the invention to generate a transformed dataset, and (ii) subjecting the transformed dataset to Support Vector Machines (SVM) analysis with an SVM model of the classification model, in which an output of >0 indicates an early stage cancer sample and an output of <0 indicates a late stage cancer sample.

There is provided, in accordance with a 10^thaspect of the present invention, a method of obtaining an indication useful in the diagnosis of an individual suffering from a late stage ovarian cancer, the method comprising conducting such a method on a sample of or from a patient, in which an output of >0 indicates that the individual is suffering from an early stage ovarian cancer and an output of <0 indicates that the individual is suffering from a late stage ovarian cancer.

As an 11^thaspect of the invention, we provide a method of detecting, and optionally classing, ovarian cancer in an individual, the method comprising: (a) providing a dataset comprising concentrations of the lipids set out in Table D1, Table D2, Table D3, Table E4 or Table E6 in a sample from or of the individual; (b) transforming the dataset with a transformation matrix of a classification model according to the 3^rdaspect of the invention to generate a transformed dataset, and subjecting the transformed dataset to Support Vector Machines (SVM) analysis with an SVM model of the classification model, in which an output of >0 indicates a normal sample and an output of <0 indicates an ovarian cancer sample; and (c) in the case of the latter, further transforming the dataset with a transformation matrix of a classification model according to the 4^thaspect of the invention to generate a transformed dataset and subjecting the transformed dataset to Support Vector Machines (SVM) analysis with an SVM model of the classification model; in which an output of <0 indicates a benign sample and an output of <0 indicates a malignant sample; (d) in the case of the latter, further transforming the dataset with a transformation matrix of a classification model according to the 5^thaspect of the invention to generate a transformed dataset and subjecting the transformed dataset to Support Vector Machines (SVM) analysis with an SVM model of the classification model; in which an output of >0 indicates an early stage sample and an output of <0 indicates a late stage sample.

The methods described above may be implemented as computer implemented methods.

We provide, according to a 12^thaspect of the invention, there is provided a method of treatment or prevention of cancer, such as ovarian cancer, in an individual, the method comprising any one or more of detecting or diagnosing the cancer and optionally classing the cancer, in an individual by a method as set out above, and administering a suitable treatment or prophylactic, such as a drug known or suspected to be useful for treating cancer, to the individual.

According to a 13^thaspect of the present invention, we provide a method of generating a classification model capable of distinguishing between two biological states, the method comprising the steps of: (a) providing a training dataset, X, comprising concentrations of a plurality of lipids in a biological sample in a first state and a biological sample in a second state; (b) subjecting the training dataset X to Principal Components Analysis (PCA) to generate a transformation matrix, C, comprising principal component coefficients; and a representation, Y, of the dataset X in the principal component space; (c) forming an input vector, Y_l, comprising the l most significant row vectors of Y; (d) subjecting the input vector Y_lto Support Vector Machines (SVM) analysis; (e) repeating steps (c) and (d) with varying l to determine a minimum dimension, l_min, of the principal component space sufficient to obtain optimal classification; (f) forming a classification model comprising (i) the transformation matrix C, (ii) the minimum dimension l_min, and (ii) the SVM model comprising SVM weights corresponding to the minimum dimension l_min.

There is provided, according to a 14^thaspect of the present invention, a combination of lipids selected from the group consisting of: (a) lipids shown in Table D1; (b) lipids shown in Table D2; (c) lipids shown in Table D3; (d) lipids shown in Table E4; and (e) lipids shown in Table E6.

We provide, according to a 15^thaspect of the present invention, a combination of lipids comprising two or more, such as at least 5, lipids selected from Table D1, Table D2, Table D3, Table E4 or Table E6.

We provide, according to a 16^thaspect of the present invention, a classification model selected from the group consisting of: (a) a classification model capable of distinguishing between a normal sample and a diseased (ovarian cancer) sample comprising: (i) an n×m transformation matrix, where n<340 and 1≦m≦n, comprising the first m columns of the matrix shown in Appendix B1; and (ii) an SVM model generated from applying SVM analysis on a transformed dataset, the transformed dataset being generated by transforming a dataset comprising concentrations of the first n lipids shown in Table D3 in a normal sample and a diseased (ovarian cancer) sample with an n×m transformation of (a)(i); (b) a classification model capable of distinguishing between a benign sample and a malignant sample comprising: (i) an n×m transformation matrix, where n<340 and 1≦m≦n, comprising the first m columns of the matrix shown in Appendix B2; and (ii) an SVM model generated from applying SVM analysis on a transformed dataset, the transformed dataset being generated by transforming a dataset comprising concentrations of the first n lipids shown in Table D3 in a benign sample and a malignant sample with an n×m transformation matrix of (b)(i); (c) a classification model capable of distinguishing between an early stage sample and a late stage sample comprising: (i) an n×m transformation matrix, where n<340 and 1≦m≦n, comprising the first m columns of the matrix shown in Appendix B3; and (ii) an SVM model generated from applying SVM analysis on a transformed dataset, the transformed dataset being generated by transforming a dataset comprising concentrations of the first n lipids shown in Table D3 in an early stage sample and a late stage sample with an n×m transformation matrix of (c)(i).

The practice of the present invention will employ, unless otherwise indicated, conventional techniques of chemistry, molecular biology, microbiology, recombinant DNA and immunology, which are within the capabilities of a person of ordinary skill in the art. Such techniques are explained in the literature. See, for example, J. Sambrook, E. F. Fritsch, and T. Maniatis, 1989, Molecular Cloning: A Laboratory Manual, Second Edition, Books 1-3, Cold Spring Harbor Laboratory Press; Ausubel, F. M. et al. (1995 and periodic supplements; Current Protocols in Molecular Biology, ch. 9, 13, and 16, John Wiley & Sons, New York, N.Y.); B. Roe, J. Crabtree, and A. Kahn, 1996, DNA Isolation and Sequencing: Essential Techniques, John Wiley & Sons; J. M. Polak and James O'D. McGee, 1990, In Situ Hybridization: Principles and Practice; Oxford University Press; M. J. Gait (Editor), 1984, Oligonucleotide Synthesis: A Practical Approach, Irl Press; D. M. J. Lilley and J. E. Dahlberg, 1992, Methods of Enzymology: DNA Structure Part A: Synthesis and Physical Analysis of DNA Methods in Enzymology, Academic Press; Using Antibodies: A Laboratory Manual: Portable Protocol NO. I by Edward Harlow, David Lane, Ed Harlow (1999, Cold Spring Harbor Laboratory Press, ISBN 0-87969-544-7); Antibodies: A Laboratory Manual by Ed Harlow (Editor), David Lane (Editor) (1988, Cold Spring Harbor Laboratory Press, ISBN 0-87969-314-2), 1855. Handbook of Drug Screening, edited by Ramakrishna Seethala, Prabhavathi B. Fernandes (2001, New York, N.Y., Marcel Dekker, ISBN 0-8247-0562-9); and Lab Ref: A Handbook of Recipes, Reagents, and Other Reference Tools for Use at the Bench, Edited Jane Roskams and Linda Rodgers, 2002, Cold Spring Harbor Laboratory, ISBN 0-87969-630-3. Each of these general texts is herein incorporated by reference.

BRIEF DESCRIPTION OF THE DRAWINGS

FIG. 1 is a chart illustrating the work flow for development of binary classifiers for ovarian cancers based on multiparameter analysis of plasma lipids and supervised learning. The flow diagram summarises the methodology for building the prediction model and diagnosis of unknown samples.

FIG. 2 is a flowchart showing the training process.

FIG. 3 illustrates the ESI profile of a representative plasma sample.

FIG. 4 illustrates the flow diagram of the samples. Case-control study setup. A total of 211 samples are randomly separated into a training set and a test set. The training set comprises 39 controls and 99 patients with 40 benign and 59 malignant forms of cancers, respectively. The model is built based on this training set and evaluated on the remaining 73 test samples.

FIG. 5 shows comparative sample lipid levels. Raw data of multiparameter lipid analysis. The levels of individual lipids in plasma samples are quantified by electrospray ionization mass spectrometry and the intensity of each pixel indicates the concentration (from 0-85 μmoles/L and 0-315 μmoles/L for lipids measured in negative and positive ionization mode, respectively). Lipid species from eleven different classes are included in this study. Phosphatidic acid (GPA), phosphatidylglycerol (GPGro), phosphatidylserine (GPSer), sulfatides (Sulf), cardiolipins (CL), phosphatidylethanolamine (GPEtn), phosphatidylinositol (PtdIns) and its singly and doubly phosphorylated derivatives (GPInsPs), phosphatidylcholine (GPCho), ceramides and their glycosyl derivatives (Cer) and sphingomyelins (SM).

FIG. 6 shows principal component analysis between different sample sets. Multivariate statistical analysis and diagnostic performance in patients with different stages of ovarian cancer. Principal components analysis between (A) and (B) control and patients, (C) and (D) benign and malignant cases, (E) and (F) early and late cases and (G) and (H) control and benign and malignant cases.

FIG. 7 shows diagnostic utility plot between different sets of sample of conditions. SVM output is represented as diagnostic utility matrixes for comparison between (A) control and patient, (B) benign and malignant forms of tumor differentiation, (C) early and late forms of tumour differentiation, (D) control/benign and malignant and (E) benign and early. The numbers represent true positive (TP), true negative (TN), false positive (FP) and false negative (FN) events in each category.

FIG. 8 shows a receiver operating characteristics (ROC) curve comparison for differences between the different diagnostic utilities.

FIG. 9 shows a receiver operating characteristics (ROC) curve comparison between the lipidomic based biomarker and the clinical biomarker CA125 for differentiation of benign samples from malignant. The dashed line and dotted lines are the individual diagnostic performances of CA-125 and lysoGPA, respectively. Note the dramatic increase in predictive performance by multiparameter lipid markers.

FIG. 10 shows a layout of the predictor model with extent of changes in the concentration of some lipids between cases and controls. Representative panel illustrating the extent of changes in the concentration of individual lipids between cases and controls. Data is represented as mean±s.e.m. and p-values obtained using the Kruskal-Wallis test.

FIG. 11 shows the contribution of individual plasma lipids in diagnosis of patients with different stages of ovarian cancer. The lipid species covered in this study are represented as a pie chart. Percentages indicate the relative distribution among the 11 classes of lipids. The outer boundary of the chart depicts lyso (open) and non-lyso forms of lipids (filled). Only lipids with a difference and p<0.001 are shown. A blue circle indicates a increase in a particular lipid in malignant over benign forms of tumor while a red diamond reflects a decrease in the respective lipid in patient over control. Note the dramatic alterations of choline lipids (GPCho and SM) in plasma from patients with ovarian cancer. Some of the lipid species are represented as chemical structures.

FIG. 12 shows a receiver operating characteristics (ROC) curve comparison between a classification model derived from analysis of the 77 choline lipids (GPCho and SM) in Table D1 (dashed line) and a classification model derived from analysis of the 340 lipids in Table D3 (solid line).

FIG. 13 is a flowchart showing the prediction process.

FIG. 14 shows the layout of the predictor model. Arrangement of individual SVMs for classification of blinded samples. SVM-1 is based on the 138 training set (patient/control). SVM-2 is based on 99 patient samples (malignant/benign). SVM-3 is based on 59 samples (early/late malignancy).

APPENDICES

Appendix A: MRM Conditions for Lipids

Appendix B1: PCA Transformation Matrix (340×340; Normal/Diseased); Appendix B2: PCA Transformation Matrix (340×340; Benign/Malignant); Appendix B3: PCA Transformation Matrix (340×340; Early/Late); Appendix B4: PCA Transformation Matrix (82×82; Normal/Diseased); Appendix B5: PCA Transformation Matrix (82×82; Benign/Malignant); Appendix B6: PCA Transformation Matrix (82×82; Early/Late); Appendix B7: PCA Transformation Matrix (77×77; Normal/Diseased); Appendix B8: PCA Transformation Matrix (77×77; Benign/Malignant); Appendix B9: PCA Transformation Matrix (77×77; Early/Late).

Appendix C1: SVM Model Weights (340; Normal/Diseased); Appendix C2: SVM Model Weights (340; Benign/Malignant); Appendix C3: SVM Model Weights (340; Early/Late); Appendix C4: SVM Model Weights (85; Normal/Diseased); Appendix C5: SVM Model Weights (87; Benign/Malignant); Appendix C6: SVM Model Weights (44; Early/Late); Appendix C7: SVM Model Weights (10; Normal/Diseased); Appendix C8: SVM Model Weights (29; Benign/Malignant); Appendix C9: SVM Model Weights (9; Early/Late); Appendix C10: SVM Model Weights (82; Normal/Diseased); Appendix C11: SVM Model Weights (82; Benign/Malignant); Appendix C12: SVM Model Weights (82; Early/Late); Appendix C13: SVM Model Weights (77; Normal/Diseased); Appendix C14: SVM Model Weights (77; Benign/Malignant); Appendix C15: SVM Model Weights (77; Early/Late).

Appendix D: Ovarian Cancer Training Dataset.

Appendix E1: Cumulative Performance of Model versus Number of Principal Components Selected (Normal vs Diseased; 340 Lipids). Appendix E2: Cumulative Performance of Model versus Number of Principal Components Selected (Benign vs Malignant; 340 Lipids). Appendix E3: Cumulative Performance of Model versus Number of Principal Components Selected (Early vs Late; 340 Lipids)

DETAILED DESCRIPTION

We disclose combinations of lipids which are predictive of a biological state of a sample. We describe various methods of determining the status of a sample, by determining the concentration of one or more, such as a plurality, of lipids in the sample.

We disclose the use of such combinations to predict the biological state of a sample. The methods include both biochemical and bioinformatic methods.

We disclose methods comprising assaying the concentration of particular lipids and combinations of lipids in biological samples as well as rules for determining from such lipid concentrations a biological state of the sample. The lipid concentrations of the combinations of the lipids may therefore be used in a “biochemical” method, as described below, to provide an indication of the state, condition or status of sample, such as a biological state.

The combinations of lipids, and concentrations thereof, may also be used in a “bioinformatics” method.

The bioinformatics methods involve applying classification models disclosed in this document to lipid concentration data obtained from unknown samples. The classification models may be generated using lipid concentration data from biological samples in known states, as described in detail below. The bioinformatics predictive methods may involve biochemical steps, and vice versa. The bioinformatics methods may comprise simply applying already generated classification models onto obtained data, or they may actually include model generation steps.

We therefore disclose classification models, methods of generating such classification models and methods of applying such classification models, which may be used bioinformatically for such predictions.

The biological state may comprise a cancerous state. It may comprise a neoplasmic state or a tumour state. The cancer may comprise ovarian cancer. The biological state may comprise a malignancy state of a cancer. The malignancy state may comprise a benign state or it may comprise a malignant state. The biological state may comprise a stage of a cancer. The stage may comprise an early stage or a late stage.

The term “ovarian cancer” as used in this document may comprise ovarian tumors, carcinomas, (e.g., carcinoma in situ, invasive carcinoma, metastatic carcinoma) and premalignant conditions. It further includes both benign and malignant tumors, such as ovarian germ cell tumors, e.g. teratomas, dysgerminoma, endodermal sinus tumor and embryonal carcinoma, and ovarian stromal tumors, e.g. granulosa, theca, Sertoli, Leydig, and collagen-producing stromal cells. Ovarian cancers also include recognized histological tumor types, such as, for example, serous, mucinous, endometrioid, and clear cell tumors.

The ovarian cancer stage may be established using for example the FIGO staging system, as described in L. Sobin and Ch Wittekind (eds.), TNM Classification of malignant tumours. UICC Internation Union against Cancer, Geneva, Switzerland, p155-157; 6th ed. 2002. “Early” stage may correspond to Stage I and Stage II. “Late” stage may correspond to Stage III and Stage IV.

The biological state may comprise one of at least two binary states. It may comprise one two biological states. The biological states may comprise or example, a diseased state (such as a cancer state) and a normal state, a benign state and a malignant state and an early stage state and a late stage state. The biological states may comprise a normal/benign state and a malignant state. The biological states may comprise a benign state and an early state.

Thus, the Examples below show that a combination of 340 lipids, as shown in Table D3, may be analysed in a sample in order to determine the status of a sample. The Examples show that the is capable of revealing whether the sample is normal or diseased (ovarian cancer). These lipids may also be used to further determine whether such a sample is a benign sample or a malignant sample. Further analysis with these lipids may be done to determine whether such a sample is an early stage sample or a late stage sample.

The methods and compositions described here involve determining lipid concentrations in a sample. The concentrations may be those of the lipids in a lipid combination disclosed herein and means of obtaining the concentrations are described in detail below.

Lipid Combinations

Our methods may involve determining lipid concentrations of a number of lipids.

The combination of lipids may comprise any two or more choline lipids, such as phosphatidylcholine (GPCho) or sphingomyelin (SM) or both. The combinations may comprise any two or more lipids selected from the group consisting of: phosphatidic acid (GPA). They may comprise phosphatidylglycerol (GPGro), phosphatidylserine acid (GPSer), sulfatides, cardiolipin, phosphatidylethanolamine (GPEtn), phosphatidylinositol (GPIns), phosphatidylinositol phosphates (GPInsPs), ceramide (Cer), mono hexosyl ceramide (MonoHexCer) and di hexosyl ceramide (DiHexCer). The combinations may comprise lipids from more than one class.

We therefore disclose combinations of lipids comprising, such as consisting of, all or substantially all of the (a) lipids shown in Table D1; (b) lipids shown in Table D2; (c) lipids shown in Table D3; (d) lipids shown in Table E4; and (e) lipids shown in Table E6. We further disclose combinations of such combinations.

We further disclose combinations of any two or more lipids from each of these tables. The two or more lipids may be contiguous or non-contiguous. For example, we disclose a combination of 2, 3, 4, 5, 6, 7, 8, 9, 10, 20, 30, 40, 50, 60, 70, 80, 90, 100, 110, 120, 130, 140, 150, 160, 170, 180, 190, 200, 210, 220, 230, 240, 250, 260, 270, 280, 290, 300, 310, 320, 330, 331, 332, 333, 334, 335, 336, 337, 338, 339 or 440 lipids from any of these tables, for example, Table D3.

Any number of lipids within the 340 lipids shown in Table D3 may be employed for the purposes described in this document. For example, all or substantially all of these lipids may be used. As another example, combinations comprising subsets from the 340 lipids may also be employed. Thus, a combination of any n lipids of the list of 340 lipids, where n≦340, may be used for such analysis.

Such combinations may comprise contiguous subsets or non-contiguous subsets. For example, combinations may be formed primarily from the top half of the list of Table D3. They may be formed primarily from the top third of the list, the top quarter, the top fifth, the top sixth, the top seventh, the top eighth, the top ninth or the top tenth of the list. Thus, subsets may be formed from the first 170, the first 114, the first 85, the first 68, the first 57, the first 49, the first 43 or the first 38 members of the list.

In general terms, subsets of the list of Table D3 lipids may, for example, include a certain number of lipids from top of the list of lipids shown in Table D3. Such lipid combinations may comprise the first n lipids from the list of lipids shown in Table D3. For example, n could be 82. Such a combination of lipids is shown in Table D2. A further combination of lipids could comprise the first n lipids from the list of lipids shown in Table D3, where n=44. Such a combination of lipids is shown in Table E6. Yet another combination of lipids may comprise the first 30 lipids from the list of lipids shown in Table D3 (i.e., n=30). Such a combination of lipids is shown in Table E4.

Other combinations comprising subsets of the list of 340 lipids may comprise a selection of lipids from Table D3, based on any suitable criteria, such as lipid class, molecular weight, side group, etc. For example, subsets may be formed comprising all lipids in particular lipid class from the lipids set out in Table D3. A subset may comprise choline lipids, for example. Such an example subset is shown in Table D1 (below), and comprises a list of 77 choline lipids.

Lipid nomenclature is as described in Fahy, et al (2005). A comprehensive classification system for lipids. Journal of Lipid Research, Vol. 46, 839-862.

TABLE D1

List of 77 Choline Lipids

Lipid

1
494.4/184.1>GPCho:Lyso 16:1
40
810.6/184.1>GPCho:38:4a

2
496.4/184.1>GPCho:Lyso 16:0
41
812.6/184.1>GPCho:38:3a

3
520.4/184.1>GPCho:Lyso 18:2
42
814.6/184.1>GPCho:38:2a

4
522.4/184.1>GPCho:Lyso 18:1
43
816.6/184.1>GPCho:38:1a

5
524.4/184.1>GPCho:Lyso 18:0
44
820.6/184.1>GPCho:40:5p, 40:6e

6
544.4/184.1>GPCho:Lyso 20:4
45
822.6/184.1>GPCho:40:4p, 40:5e

7
568.4/184.1>GPCho:Lyso 22:6
46
824.6/184.1>GPCho:40:3p, 40:4e

8
570.4/184.1>GPCho:Lyso 22:5
47
826.6/184.1>GPCho:40:2p, 40:3e

9
678.5/184.1>GPCho:28:0
48
828.6/184.1>GPCho:40:1p, 40:2e

10
678.5/184.1>GPCho:28:0a
49
834.6/184.1>GPCho:40:6a

11
704.6/184.1>GPCho:30:1a
50
836.6/184.1>GPCho:40:5a

12
706.6/184.1>GPCho:30:0a
51
838.6/184.1>GPCho:40:4a

13
718.6/184.1>GPCho:32:0p, 32:1e
52
701.5/184.1>SM:18/16:1

14
730.8/184.1>GPCho:32:2
53
703.5/184.1>SM:18/16:0

15
732.6/184.1>GPCho:32:1a
54
703.8/184.4>SM:d18:1/16:0

16
734.6/184.1>GPCho:32:0a
55
705.8/184.4>SM:d18:0/16:0

17
742.6/184.1>GPCho:34:2p, 34:3e
56
727.6/184.1>SM:18/18:2

18
744.6/184.1>GPCho:34:1p, 34:2e
57
729.6/184.1>SM:18/18:1

19
746.6/184.1>GPCho:34:0p, 34:1e
58
731.6/184.1>SM:18/18:0

20
748.6/184.1>GPCho:34:0e
59
731.8/184.4>SM:d18:1/18:0

21
756.6/184.1>GPCho:34:3a
60
733.8/184.4>SM:d18:0/18:0

22
758.7/184.1>GPCho:34:2a
61
757.6/184.1>SM:18/20:1

23
760.6/184.1>GPCho:34:1a
62
759.6/184.1>SM:18/20:0

24
762.6/184.1>GPCho:34:0a
63
759.8/184.4>SM:d18:1/20:0

25
768.6/184.1>GPCho:36:3p, 36:4e
64
761.8/184.4>SM:d18:0/20:0

26
770.6/184.1>GPCho:36:2p, 36:3e
65
773.6/184.1>SM:18/21:0

27
772.6/184.1>GPCho:36:1p, 36:2e
66
787.6/184.1>SM:18/22:0

28
774.6/184.1>GPCho:36:0p, 36:1e
67
787.9/184.4>SM:d18:1/22:0

29
782.6/184.1>GPCho:36:4a
68
789.9/184.4>SM:d18:0/22:0

30
784.6/184.1>GPCho:36:3a
69
813.6/184.1>SM:18/24:1

31
786.6/184.1>GPCho:36:2a
70
813.9/184.4>SM:d18:1/24:1

32
788.6/184.1>GPCho:36:1a
71
815.6/184.1>SM:18/24:0

33
790.8/184.1>GPCho:36:0
72
815.9/184.4>SM:d18:0/24:1

34
792.6/184.1>GPCho:38:5p, 38:6e
73
817.9/184.4>SM:d18:0/24:0

35
794.6/184.1>GPCho:38:4p, 38:5e
74
841.9/184.4>SM:d18:1/26:1

36
796.6/184.1>GPCho:38:3p, 38:4e
75
843.9/184.4>SM:d18:0/26:1

37
798.6/184.1>GPCho:38:2p, 38:3e
76
843.9/184.4>SM:d18:1/26:0

38
800.6/184.1>GPCho:38:1p, 38:2e
77
845.9/184.4>SM:d18:0/26:0

39
808.6/184.1>GPCho:38:5a

TABLE D2

List of 82 lipids

List of 82 Lipids

Lipid
m/z
Benign
Malignant
p-value

1
GPA:36:0
703.8
29.71
80.76
<1.0E−06

2
GPA:16:0/22:5
721.8
65.75
187.84
<1.0E−06

3
GPA:38:0
731.8
44.66
109.80
<1.0E−06

4
GPGro:Lyso 16:0
483.4
89.99
175.45
<1.0E−06

5
GPGro:Lyso 18:0
511.4
89.22
186.02
<1.0E−06

6
GPGro:18:2/18:2
769.8
101.89
68.33
<1.0E−06

7
GPGro:18:0/18:0
777.8
57.67
175.25
<1.0E−06

8
GPEtn:Lyso18:2a
476.6
55.96
46.37
<1.0E−06

9
GPEtn:Lyso 18:1
478.4
61.14
53.12
<1.0E−06

10
GPEtn:Lyso 20:4
500.4
77.46
40.49
<1.0E−06

11
GPEtn:Lyso 22:6
524.4
96.20
51.64
<1.0E−06

12
GPCho:32:0a
734.6
106.21
125.10
<1.0E−06

13
GPCho:34:2e
744.6
81.22
65.69
<1.0E−06

14
GPCho:36:2a
786.6
90.83
81.70
<1.0E−06

15
GPCho:38:2a
814.6
103.44
127.24
<1.0E−06

16
Cer: d18:1/18:0
566.7
118.28
232.24
<1.0E−06

17
Cer: d18:1/20:0
594.7
96.63
172.62
<1.0E−06

18
Cer: d18:1/22:0
622.8
74.18
122.63
<1.0E−06

19
Cer: d18:1/24:1
648.9
84.79
167.95
<1.0E−06

20
SM: d18:1/18:0
731.8
120.26
154.36
<1.0E−06

21
SM: d18:1/22:0
787.9
89.88
88.01
<1.0E−06

22
SM: d18:1/24:1
813.9
106.69
132.41
<1.0E−06

23
GPA:36:1
701.8
15.82
47.90
1.0E−06

24
GPCho:36:3a
784.6
93.47
79.88
1.0E−06

25
GPCho:40:5p, 40:6e
820.6
126.80
91.35
1.0E−06

26
GPCho:40:6a
834.6
137.30
94.11
1.0E−06

27
SM: d18:1/26:0
843.9
135.42
92.25
1.0E−06

28
GPCho:Lyso 18:2
520.4
78.55
75.98
2.0E−06

29
GPCho:38:5a
808.6
117.55
86.87
3.0E−06

30
GPA:18:1/16:0
673.8
34.06
71.35
4.0E−06

31
Cer: d18:1/24:0
650.9
58.15
91.39
5.0E−06

32
GPCho:38:5p, 38:6e
792.6
113.63
89.05
6.0E−06

33
DiHexCer: d18:1/18:0
890.7
93.33
143.80
7.0E−06

34
GPGro:18:2/18:1
771.8
75.18
77.63
1.0E−05

35
GPCho:36:2p, 36:3e
770.6
93.96
80.83
1.0E−05

36
GPA:36:2
699.8
41.77
76.41
1.1E−05

37
GPCho:28:0a
678.5
62.22
69.74
1.2E−05

38
MonoHexCer: d18:1/18:0
728.7
78.23
130.92
1.3E−05

39
MonoHexCer: d18:1/24:1
810.9
96.74
147.14
1.9E−05

40
Cer: d18:1/16:0
538.7
109.71
152.16
2.6E−05

41
GPCho:32:1a
732.6
106.83
121.94
3.3E−05

42
GPGro:18:2/18:0
773.8
78.31
91.50
3.5E−05

43
GPCho:36:3p, 36:4e
768.6
107.07
84.53
5.0E−05

44
GPGro:18:1/18:0
775.8
97.92
131.80
8.4E−05

45
SM:d18:1/16:0
703.8
106.53
119.97
1.1E−04

46
GPA:Lyso 18:0
437.4
58.55
92.21
1.4E−04

47
GPCho:38:4p, 38:5e
794.6
119.84
95.63
1.8E−04

48
MonoHexCer: d18:1/16:0
700.7
100.99
133.15
1.9E−04

49
GPCho:Lyso 22:6
568.4
125.53
89.80
1.9E−04

50
GPCho:40:1p, 40:2e
828.6
96.59
128.57
2.1E−04

51
DiHexCer: d18:1/24:1
972.9
94.84
141.35
6.6E−04

52
SM: d18:1/26:1
841.9
92.64
128.68
7.0E−04

53
GPGro:Lyso 18:2
507.4
81.41
123.68
9.7E−04

54
GPCho:30:1a
704.6
102.55
116.54
1.1E−03

55
GPCho:38:3p, 38:4e
796.6
114.76
96.77
1.3E−03

56
GPCho:Lyso 22:5
570.4
111.54
87.89
1.4E−03

57
GPCho:36:4a
782.6
109.60
91.61
1.5E−03

58
GPA:40:0
759.8
61.30
93.59
2.0E−03

59
GPCho:38:4a
810.6
114.05
94.41
2.4E−03

60
GPCho:40:2p, 40:3e
826.6
87.13
122.72
2.4E−03

61
GPA:40:1
757.8
82.86
102.69
2.4E−03

62
GPA:18:0/20:4
723.8
64.99
86.23
2.6E−03

63
GPCho:34:3a
756.6
78.28
107.87
3.0E−03

64
DiHexCer: d18:1/24:0
974.9
90.17
119.47
3.5E−03

65
GPGro:Lyso 18:1
509.4
126.58
136.56
3.7E−03

66
GPCho:34:2a
758.7
102.25
93.80
3.7E−03

67
GPCho:36:1a
788.6
88.10
93.30
3.9E−03

68
GPCho:34:0e
748.6
100.65
109.00
4.8E−03

69
GPGro:18:2/16:1
743.8
98.53
88.80
5.1E−03

70
GPCho:38:1a
816.6
89.63
102.87
8.0E−03

71
DiHexCer: d18:1/22:0
946.8
92.28
122.15
8.7E−03

72
MonoHexCer: d18:1/22:0
784.8
89.45
107.59
9.7E−03

73
GPCho:36:1p, 36:2e
772.6
87.79
88.82
1.2E−02

74
MonoHexCer: d18:1/24:0
812.9
90.45
102.49
1.2E−02

75
DiHexCer: d18:1/16:0
862.7
91.93
115.85
1.4E−02

76
GPEtn:Lyso 18:0
480.4
89.30
104.93
1.5E−02

77
GPA:16:0/16:0
647.8
76.90
108.70
1.6E−02

78
GPCho:34:2p, 34:3e
742.6
79.46
82.38
1.6E−02

79
GPCho:34:0a
762.6
101.35
109.61
3.2E−02

80
GPCho:Lyso 20:4
544.4
102.40
89.08
3.3E−02

81
GPCho:40:5a
836.6
111.74
97.42
4.1E−02

82
GPA:Lyso 16:0
409.4
93.86
115.94
4.7E−02

TABLE D3

List of 340 choline lipids

List of 340 Lipids

No.
Lipid

1
GPA:Lyso 16:0

2
GPA:Lyso 18:2

3
GPA:Lyso 18:1

4
GPA:Lyso 18:0

5
GPA:Lyso 18:0

6
GPA:Lyso 20:3

7
GPA:Lyso 20:2

8
GPA:Lyso 20:1

9
GPA:Lyso 20:0

10
GPA:Lyso 22:6

11
GPA:Lyso 22:5

12
GPA:16:1/16:2

13
GPA:16:1/16:1

14
GPA:16:1/16:0

15
GPA:16:0/16:0

16
GPA:34:4

17
GPA:34:3

18
GPA:34:4

19
GPA:18:2/16:0

20
GPA:18:1/16:0

21
GPA:36:4

22
GPA:36:4

23
GPA:20:3/16:0

24
GPA:18:1/18:2

25
GPA:36:2

26
GPA:36:2

27
GPA:36:1

28
GPA:36:0

29
GPA:18:1/20:4

30
GPA:16:0/22:5

31
GPA:18:0/20:4

32
GPA:20:3/18:0

33
GPA:38:1

34
GPA:38:0

35
GPA:40:4

36
GPA:40:1

37
GPA:40:0

38
GPA:42:5

39
GPGro:Lyso 16:1

40
GPGro:Lyso 16:0

41
GPGro:Lyso 18:2

42
GPGro:Lyso 18:1

43
GPGro:Lyso 18:0

44
GPGro:Lyso 20:4

45
GPGro:Lyso 22:6

46
GPGro:Lyso 22:5

47
GPGro:16:1/16:1

48
GPGro:16:1/16:0

49
GPGro:16:0/16:0

50
GPGro:18:2/16:1

51
GPGro:18:1/16:2

52
GPGro:18:2/16:0

53
GPGro:18:1/16:1

54
GPGro:16:0/18:1

55
GPGro:16:0/18:1

56
GPGro:18:0/16:0

57
GPGro:20:4/16:1

58
GPGro:18:2/18:2

59
GPGro:20:4/16:0

60
GPGro:18:2/18:1

61
GPGro:18:2/18:0

62
GPGro:18:1/18:1

63
GPGro:18:1/18:0

64
GPGro:18:0/18:0

65
GPGro:20:4/18:1

66
GPGro:20:4/18:0

67
GPGro:22:6/18:0

68
GPGro:22:5/18:0

69
GPSer:Lyso 16:1

70
GPSer:Lyso 16:0

71
GPSer:Lyso 18:1

72
GPSer:Lyso 18:0

73
GPSer:Lyso 20:4

74
GPSer:Lyso 22:5

75
GPSer:32:1

76
GPSer:32:0

77
GPSer:34:2

78
GPSer:34:1

79
GPSer:34:0

80
GPSer:36:4

81
GPSer:36:3

82
GPSer:36:2

83
GPSer:36:1

84
GPSer:36:0

85
GPSer:38:6

86
GPSer:38:5

87
GPSer:38:4

88
GPSer:38:3

89
GPSer:38:2

90
GPSer:38:1

91
GPSer:40:6

92
GPSer:40:5

93
GPSer:40:4

94
GPSer:40:3

95
Sulfatide:16:0

96
Sulfatide:18:0

97
Sulfatide:18:0 (OH)

98
Sulfatide:20:0

99
Sulfatide:20:0 (OH)

100
Sulfatide:22:1

101
Sulfatide:22:1 (OH)

102
Sulfatide:24:1

103
Sulfatide:24:0

104
Sulfatide:24:0 (OH)

105
Cardiolipin:52:3

106
Cardiolipin:66:2

107
Cardiolipin:68:4

108
Cardiolipin:68:3

109
Cardiolipin:68:2

110
Cardiolipin:68:1

111
Cardiolipin:70:5

112
Cardiolipin:70:4

113
Cardiolipin:70:3

114
Cardiolipin:70:2

115
Cardiolipin:70:l

116
Cardiolipin:70:0

117
GPEtn:Lyso16:1e/16:0p

118
GPEtn:Lyso 16:1

119
GPEtn:Lyso 16:0

120
GPEtn:Lyso18:2e/18:1p

121
GPEtn:Lyso18:1e/18:0p

122
GPEtn:Lyso18:2a

123
GPEtn:Lyso 18:1

124
GPEtn:Lyso 18:0

125
GPEtn:Lyso20:1e/20:0p

126
GPEtn:Lyso 20:4

127
GPEtn:Lyso 22:6

128
GPEtn:16:0/16:1

129
GPEtn:16:0/16:0

130
GPEtn:34:2p, 34:3e

131
GPEtn:34:1p, 34:2e

132
GPEtn:34:0p, 34:1e

133
GPEtn:18:1/16:1

134
GPEtn:18:2/16:1

135
GPEtn:18:1/16:1

136
GPEtn:18:1/16:0

137
GPEtn:18:0/16:0

138
GPEtn:36:4p

139
GPEtn:36:3p, 36:4e

140
GPEtn:36:2p, 36:3e

141
GPEtn:36:1p, 36:2e

142
GPEtn:20:4/16:0

143
GPEtn:18:2/18:1

144
GPEtn:18:1/18:1

145
GPEtn:18:0/18:1

146
GPEtn:18:0/18:0

147
GPEtn:38:5p, 38:6e

148
GPEtn:38:4p, 38:5e

149
GPEtn:38:3p, 38:4e

150
GPEtn:38:2p, 38:3e

151
GPEtn:38:1p, 38:2e

152
GPEtn:20:4/18:2

153
GPEtn:20:4/18:1

154
GPEtn:20:4/18:0

155
GPEtn:20:3/18:0

156
GPEtn:20:2/18:0

157
GPEtn:20:1/18:0

158
GPEtn:40:5p, 40:6e

159
GPEtn:40:4p, 40:5e

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Lipid Concentration Determination

Any suitable method of determining the concentration of a lipid in a sample may be carried out as known in the art.

The samples may comprise, for example, bodily fluids, such as blood, blood serum, synoival fluid, tissue lysates, and extracts prepared from tissues.

For example, any of a number of known methods for lipid concentration determination such as involving colorimetric or fluorimetric methods, may be used.

Such methods are described for example in European Patent EP0531933 and at http://www-unix.oit.umass.edu/˜mcclemen/581Lipids.html, in Holman et al. (1964) Am J Clin Nutr, 14 (4): 193, Nogueira et al (2007), Critical Care, 11(Suppl 3):P19, etc. Antonis et al (1967). Automated techniques in serum lipid analysis. Journal of the American Oil Chemists' Society, 44, 6, 333-340 describes in detail methods of determining lipid concentrations in serum samples. A number of kits for determination of lipid concentrations are also commercially available.

For choline lipids, a number of assays as described in detail in the section “Assays for Choline Lipids” may be employed. Lipid concentration determination methods may involve high performance liquid chromatography (HPLC), as described in Patton et al (1982).

The lipid concentration determination may be conducted using mass spectrometry. For example, electrospray ionization-mass spectrometry (ESI-MS) may be used. ESI-MS is described in detail in Kerwin et al (1994), Kim et al (1994), Han et al (1994), Myher et al (1995), Han et al (1996), Brügger et al (1997), Ramanadham et al (1998) Schneiter et al (1999), Hsu et al (2000), Koivusaloa et al (2001).

Assays for Choline Lipids

Assays for choline lipids, phosphatidylcholine and sphingomyelin are known in the art and may be applied to determine the concentrations of for example the 77 choline lipids shown in Table D1.

An assay for phosphatidylcholine is described in detail in Hojjati, M. R., Jiang, X. Rapid, specific, and sensitive measurements of plaSphingomyelina sphingomyelin and phosphatidylcholine. J Lipid Res 47(3) 673-676 (2006). In this assay, PC-specific PLD is first used to hydrolyze PC to choline and phosphatidic acid. The newly formed choline is then used to generate hydrogen peroxide in a reaction catalyzed by choline oxidase. Finally, with peroxidase as a catalyst, hydrogen peroxide reacts with DAOS and 4-aminoantipyrine to generate a blue dye with an optimal absorption at 595 nm. A kit for performing such an assay is commercially available from Cayman (Catalogue Number: 10009926) and Echelon (Catalogue Number: K-31PC).

An assay for sphingomyelin is described in detail in Hojjati, M. R., Jiang, X. Rapid, specific, and sensitive measurements of plaSphingomyelina sphingomyelin and phosphatidylcholine. J Lipid Res 47(3) 673-676 (2006). In this assay, sphingomyelinase is first used to hydrolyze SM to phosphorylcholine and ceramide. Alkaline phosphatase then generates choline from the phosphorylcholine and the newly formed choline is used to generate hydrogen peroxide in a reaction catalyzed by choline oxidase. Finally, with peroxidase as a catalyst, hydrogen peroxide reacts with DAOS and 4-aminoantipyrine to generate a blue color with an optimal absorption at 595 nm. A kit for performing such an assay is commercially available from Cayman (Catalogue Number: 10009928) and Echelon (Catalogue Number: K-31SM).

A assay kit capable of assaying both Phosphatidylcholine and Sphingomyelin is commercially available from Echelon (Catalogue Number: K-3100).

Choline lipids may be assayed by means of a immunoassays. A kit for performing such an assay is commercially available from ARUP Laboratory (Catalogue Number: 51590).

Enzyme assays for Phosphatidylcholine and Sphingomyelin are described in detail in Blaton V, de Buyzer M, Spincemaille J and Declercq B (1983). Enzymic assay for Phosphatidylcholine and Sphingomyelin in serum. Clinical Chemistry. 29: 806-809. An enzyme assay for quantifying Sphingomyelin is described in detail in He et al. (2001). An enzymatic assay for quantifying Sphingomyelin in tissues and plaSphingomyelina from humans and mice with Niemann-Pick Disease. Analytical Biochemistry. 2(15). 204-211.

Choline lipids may be assayed by means of thin layer chromatography. A TLC based assay is described in detail in Tsai et al. (1987). Assay of disaturated phosphatidylcholine in amniotic fluid as a test of fetal lung maturity: experience with 2000 analyses. Clinical chemistry. 33(9). 1648-1651. In this assay, crude lipid extract is separated by thin layer chromatography and PC is identified by mobility. Another TLC based assay is described in detail in Shimojo T, Abe M, Ohta M (1974). A method for determination of saturated phosphatidylcholine. Journal of Lipid Research. 15.525-527.

Choline lipids may be assayed by means of thin layer chromatography followed by GC-MS for fatty acid analysis. This is described in detail in Kahn et al. (1995). Phosphatidylcholine molecular species of calf lung surfactant. Am J Physol Lung Cell Mol Physiol. 269. 567-573. Crude lipid extract is separated by thin layer chromatography and PC is identified by mobility. Further characterization of molecular species is performed by gas chromatography mass spectrometry.

Choline lipids may be assayed by means of gas chromatography mass spectrometry. This is described in detail in Miller et al. (1991). Differences in red blood cell choline and lipid-bound choline between patients with Alzheimer disease and control subjects. Neurobiology of Aging. 12(1). 61-64.

Choline lipids may be assayed by means of MALDI-MS. This is described in detail in Shelley et al. (2005). Direct profiling of lipid distribution in brain tissue using MALDI-TOFMS. Analytical Chemistry. 77(14). 4523-4527. MS characterisation and separation of PC, ionization source is distinct from what we used (which is electrospray ionization).

Prediction Using Lipid Concentrations

The concentrations of the disclosed combinations of lipids in biological samples may be used in predictive processes to determine the state of a sample. The predictive method may provide an indication of the state, condition or status of sample. It may provide an indication of the biological state, as described above.

Various methods for achieving this, including bioinformatic and non-bioinformatic methods, are disclosed in detail below.

The Examples show that ovarian cancer samples display a reduction in levels of choline lipids, phosphatidylcholine (GPCho) and sphingomyelins (SM) compared to normal, undiseased, samples. Reduced levels of such choline lipids are also found in malignant samples compared to benign samples, and also late stage samples compared to early stage samples.

Accordingly, we disclose a method of identifying a cancerous sample, such as an ovarian cancer sample, the method comprising detecting a reduced level of a phosphatidylcholine (GPCho) or a sphingomyelin (SM), or both, in or of the sample. We further disclose methods to identify malignant samples from benign samples, and early stage samples from late stage samples, by detecting a reduced level of a phosphatidylcholine (GPCho) or a sphingomyelin (SM), or both, in or of the sample; in which a reduced level indicates that the sample is a malignant sample or a late stage sample, as the case may be. The reduced level or concentration may comprise a significantly reduced level or concentration.

Such a method may also be used for diagnosis of a cancer such as ovarian cancer, or the diagnosis of a malignant cancer, or the diagnosis of a late stage cancer, in an individual, the method comprising detecting a reduced level of a phosphatidylcholine (GPCho) or a sphingomyelin (SM), or both, in or of the sample of or from an individual.

The phosphatidylcholine (GPCho) or a sphingomyelin (SM) detected in such methods may be chosen from any one or more of the choline lipids shown in Table D1. For example, the concentrations of more than one choline lipid, for example several choline lipids such as 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76 or 77 lipids of Table D1 may be generated. The first such number of lipids from the top of the table may be used for this purpose.

The Examples also show that ovarian cancer samples display an increase in levels of ceramides (Cer) and glycosylated ceramides (HexCer). Increased levels of ceramides (Cer) and glycosylated ceramides (HexCer) are also found in malignant samples compared to benign samples, and also late stage samples compared to early stage samples.

Accordingly, we disclose a method of identifying a cancerous sample, such as an ovarian cancer sample, the method comprising detecting an increased level of a ceramide (Cer) or a glycosylated ceramide (HexCer), or both, in or of the sample. We further disclose methods to identify malignant samples from benign samples, and early stage samples from late stage samples, by detecting an increased level of a ceramide (Cer) or a glycosylated ceramide (HexCer), or both, in or of the sample; in which a reduced level indicates that the sample is a malignant sample or a late stage sample, as the case may be.

Such a method may also be used for diagnosis of a cancer such as ovarian cancer, or the diagnosis of a malignant cancer, or the diagnosis of a late stage cancer, in an individual, the method comprising detecting an increased level of a ceramide (Cer) or a glycosylated ceramide (HexCer), or both, in or of the sample of or from an individual. The increased level or concentration may comprise a significantly increased level or concentration.

The concentration or level of a lipid in a patient or a sample therefrom or thereof may be considered higher or lower than the normal concentration or level of a lipid if the concentration or level of a lipid is greater or less, respectively, than the normal level by an amount greater than the standard error of the assay employed to assess concentration or level of the lipid, such as at least twice, three, four, five or ten times that amount. Alternately, concentration or level of a lipid in the patient or a sample therefrom or thereof may be considered higher or lower than the normal level if the concentration or level of a lipid is at least about two, such as at least about three, four, or five times, higher or lower, respectively, than the normal concentration or level of a lipid.

The phosphatidylcholine (GPCho) or a sphingomyelin (SM) detected in such methods may be chosen from any one or more of the lipids shown in the relevant section of Table D3.

Generation of Classification Models

The predictive method may comprise applying a classification model generated from bioinformatic analysis of samples in known states. The classification model may be generated by the methods described in this section and below.

As described above, the concentrations of combinations of lipids may be generated from samples which are in “known” states. Such samples are therefore known to be in particular biological states, e.g., diseased, cancerous, tumorous, neoplastic, benign, malignant, early stage, late stage, etc. For classing such samples, known methods may be applied, including as histological means or biochemical means. For example, ovarian cancers may be classed by Trans-vaginal Ultrasonography (TVU), by assaying serum CA125 levels or examination of biopsies. The samples may be staged by methods known in the art.

A classification model capable of distinguishing two biological states may then be built by a model building process or model generation process, using the data from the known samples corresponding to biological states such as described above. Such a dataset may be referred to as a “training dataset”.

A training dataset may comprise data from samples from two biological stages, for example, normal and diseased, benign and malignant, and early stage and late stage.

The classification model building process may comprise a number of steps. A dataset may be generated. The dataset may optionally be normalized. Thus, the concentrations of combinations of lipids from the known samples may be formed into a dataset. Other steps may be carried out on the concentrations, prior or subsequent to forming the dataset, for example, normalisation of the intensities or concentrations. Appendix D shows a dataset of normalised lipid concentrations from the lipids shown in Table D3, of normal and diseased (ovarian cancer), benign and malignant and early stage and late stage ovarian cancer samples used in the Examples.

The dataset may go through a first, analysis, step. The first analysis step may comprise Principal Components Analysis (PCA). The resulting dataset may go through a second, classification, step. The second classification step may comprise Support Vectors Machines (SVM) analysis. The classification model may be tested for performance. An iterative process may optionally be conducted to reduce the dimensions of the dataset. These are described in detail in the sections below.

Analysis Step

The first step in the classification model generation process may comprise a step we term an analysis step. This step may comprise an analysis of the dataset using a number of methods which result in a transformation of the dataset.

Methods suitable for use as a first analysis step include factor analysis and principal components analysis (PCA).

The analysis step may reduce the dimensions of the dataset. The analysis step may identify the principal components of the dataset. The analysis step may reduce the noise in the dataset. The analysis step may improve the signal-to-noise ratio. The analysis step may compress the data in the dataset.

The analysis step may result in a transformed dataset. The transformed dataset may have reduced dimensions as compared with the input dataset or it may result in a dataset with full dimensions (unreduced). Accordingly, although this first step may comprise a “dimension reduction” step, although it should be understood that the dimensions of the transformed dataset may not necessarily be reduced.

An output of the first step, for example, principal components analysis, may comprise a transformation matrix. Such a transformation matrix may be saved and form part of a classification model to be used for predictive analysis (described below).

Normalisation Step

Prior to the first analysis step of the classification model building process, an optional step of normalization may be performed.

Consider there are n samples in a training dataset and for each sample, m lipid intensities are measured. It is assumed that the total lipid intensity of each sample should be the same across all samples. Thus, the total lipid intensities of each sample are normalized to 1, as shown from Equation 1 below.

Let I_ijrepresent the intensity of i^thsample of lipid j and {right arrow over (x_i)} represent a vector containing m normalized intensities of sample i.

$\begin{matrix} {\vec{x}}_{i} = (\begin{matrix} x_{i 1} \\ x_{i 2} \\ ⋮ \\ x_{i m} \end{matrix}) = \frac{1}{\sum_{j = 1}^{m} I_{i j}} (\begin{matrix} I_{i 1} \\ I_{i 2} \\ ⋮ \\ I_{i m} \end{matrix}), where i = 1, \dots n & (1) \end{matrix}$

The first analysis step, for example, Principal Components Analysis, may then be performed on the normalized dataset X=({right arrow over (x)}₁, {right arrow over (x)}₂, . . . , {right arrow over (x)}_n).

The data is normalized by the total intensities in that mode and the concentrations calculated using the respective spiked standards.

The normalization could be given as:

${Lipid}_{i} = \frac{x_{i}}{[Std] \cdot \sum_{i = 1}^{n} x_{i}}$

where x_iindicates the intensity of a particular type of lipid, lipid_i. Std indicates the constant obtained from the standard graph or from a spiked lipid standard. In the case of the spiked standard, the Std is obtained as a ratio of the intensity to the amount (pmoles) of the standard spiked. Another way of obtaining Std is to plot a standard graph with varying amount of the standards and then obtaining a standard graph. This graph may then give the ratio of the intensity over concentration and can be substituted in the above equation.

Suitable lipids for spiking and determining concentrations are known in the art and are described in the Examples.

Principal Components Analysis (PCA)

The analysis step of the classification model generation process may comprise a step of Principal Components Analysis (PCA).

Principal Components Analysis is a technique to reduce multidimensional dataset C=({right arrow over (c)}₁, {right arrow over (c)}₂, . . . , {right arrow over (c)}_m) to a lower dimension.

Principal Components Analysis linearly transforms the original dataset into a new dimension space. This can be achieved using functions from a number of mathematical packages. For example, principal components analysis may be performed by Pirouette (Infometrix, Inc.), Statistica (StatSoft, Inc.), SPSS (SPSS Inc.), Unscrambler (CAMO Software AS.), PCA/X 5.0 (Windale Technologies Pty Ltd), XLSTAT (Addinsoft), StatistiXL (StatistiXL), NMath Stats (CenterSpace Software), R (Freeware) (http://rss.acs.unt.edu/Rdoc/library/pcaMethods/html/00Index.html), SAS/INSIGHT (SAS Institute Inc.). As a further example, the princomp function in Matlab may be used.

princomp in Matlab returns the principal component coefficients and the representation of X in the principal component space Y=({right arrow over (y)}₁, {right arrow over (y)}₂, . . . , {right arrow over (y)}_n). Each vector, {right arrow over (c)}_i, represents the i^thprincipal component axis with dimension m. The relationship between C and Y is shown in Equation 2.

$\begin{matrix} Y = C \cdot (X - rep (\overline{X})), where \begin{matrix} \begin{matrix} \overline{X} = (\begin{matrix} {\overline{x}}_{1} & {\overline{x}}_{2} & \dots & {\overline{x}}_{n} \end{matrix}), \\ {\overline{x}}_{i} = \frac{1}{m} \sum_{j = 1}^{m} x_{i j}, \end{matrix} & rep (\overline{X}) = (\begin{matrix} {\overline{x}}_{1} & {\overline{x}}_{2} & \dots & {\overline{x}}_{n} \\ {\overline{x}}_{n} & {\overline{x}}_{2} & \dots & {\overline{x}}_{n} \\ ⋮ & ⋮ & ⋱ & ⋮ \\ {\overline{x}}_{n} & {\overline{x}}_{2} & \dots & {\overline{x}}_{n} \end{matrix}) \end{matrix} & (2) \end{matrix}$

Principal components analysis involves a mathematical procedure that transforms a number of (possibly) correlated variables into a (smaller) number of uncorrelated variables called principal components. The first principal component accounts for as much of the variability in the data as possible, and each succeeding component accounts for as much of the remaining variability as possible. This helps in data compression. The outcome of these analysis is a score matrix.

Classification Step

The transformed dataset resulting from the first step may be go through a second step. The second step in the classification model building process may therefore comprise a classification step.

This step may comprise an analysis of the transformed dataset using a number of methods, such as support vector machines (SVM) analysis. The classification step may enable adequate classification of the samples, or it may be subject to further training steps (described below).

The classification analysis may result in an indicator of the class of the sample. The indicator of class may correspond to one of the biological states used for building the classification model. The correspondence between the biological states and the output of the second step may depend on the labels applied to the samples used as basis for the model generation. For example, in an SVM analysis, the labels may be either −1 or +1. Thus, −1 may represent a diseased state and +1 may represent a control state (i.e., a normal sample). As another example, −1 may represent a malignant state and +1 may represent a benign state. As a further example, −1 may represent a late stage state and +1 may represent an early stage state.

In such a case, where SVM analysis is applied, the outputs from the second step may be negative or positive. A negative output would indicate a “worse” condition, that is to say, a diseased (cancerous) sample, a malignant sample, or a late stage sample, as the case may be. A positive output, on the other hand, would in the situation above, indicate a “better” condition. That is to say, a positive output would indicate a normal sample, a benign sample or an early stage sample.

An output of the classification step may comprise a model, such as an SVM model where support vector machines (SVM) analysis is carried out as the second step. Such an SVM model may be saved and form part of a classification model to be used for predictive analysis (described below).

The outcome of the second classification step may be represented in the form of diagnostic utility matrix. The performance of the second classification step may be assessed using a number of factors, such as sensitivity, specificity and accuracy.

Support Vector Machines (SVM)

Support Vector Machines (SVM) is a supervised machine learning method used for classification and regression. SVM is described in detail in Review: Applications of Support Vector Machines in Chemistry, Rev. Comput. Chem. 2007, 23, 291-400.

SVM performs binary classification by constructing an l-dimensional hyperspace that optimally separates the dataset into two categories. The output value from the SVM is a real number which signifies its distance from the hyperplane. The SVM model may be saved (examples are shown in the Appendices).

SVM may be implemented using a number of packages, including SVMlight (svmlight.joachims.org/); SVMstruct (svmlight.joachims.org/svm_struct.html); mySVM (www-ai.cs.uni-dortmund.de/SOFTWARE/MYSVM/index.html); JmySVM (www-ai.cs.uni-dortmund.de/SOFTWARE/YALE/index.html); mySVM/db (www-ai.cs.uni-dortmund.de/SOFTWARE/MYSVMDB/index.html); LIBSVM (www.csie.ntu.edu.tw/˜cjlin/libsvm/); looms (www.csie.ntu.edu.tw/˜cjlin/looms/); BSVM (www.csie.ntu.edu.tw/˜cjlin/bsvm/); SVMTorch (www.idiap.ch/learning/SVMTorch.html); Weka (www.cs.waikato.ac.nz/ml/weka/); SVM in R (cran.r-project.org/src/contrib/Descriptions/e1071.html); M-SVM (www.loria.fr/˜guermeur/); Gist (microarray.cpmc.columbia.edu/gist/); MATLAB SVM Toolbox (www.isis.ecs.soton.ac.uk/resources/svminfo/); TinySVM (chasen.org/˜taku/software/TinySVM/); SmartLab (www.smartlab.dibe.unige.it/); Gini-SVM (bach.ece.jhu.edu/svm/ginisvm/); GPDT (dm.unife.it/gpdt/); HeroSvm (www.cenparmi.concordia.ca/˜people/jdong/HeroSvm.html); Spider (www.kyb.tuebingen.mpg.de/bs/people/spider/); Java applets (svm.dcs.rhbnc.ac.uk/); LEARNSC (www.support-vector.ws/html/downloads.html); Tree Kernels (ai-nlp.info.uniroma2.it/moschitti/Tree-Kernel.htm); LS-SVMlab (www.esat.kuleuven.ac.be/sista/lssvmlab/); MATLAB SVM Toolbox (www.igi.tugraz.at/aschwaig/software.html); SVM/LOO (bach.ece.jhu.edu/pub/gert/svm/incremental/); SVMsequel (www.isi.edu/˜hdaume/SVMsequel/); LSVM (www.cs.wisc.edu/dmi/lsvm/); ASVM (www.cs.wisc.edu/dmi/asvm/); PSVM (www.cs.wisc.edu/dmi/svm/psvm/); OSU SVM Classifier Matlab Toolbox (www.ece.osu.edu/˜maj/osu_svm/); SimpleSVM Toolbox (asi.insa-rouen.fr/˜gloosli/simpleSVM.html); SVM Toolbox (asi.insa-rouen.fr/%7Earakotom/toolbox/index); MATLAB SVM Toolbox (theoval.sys.uea.ac.uk/˜gcc/svm/toolbox/); R-SVM (www.biostat.harvard.edu/˜xzhang/R-SVM/R-SVM.html); jSVM (www-cad.eecs.berkeley.edu/˜hwawen/research/projects/jsvm/doc/manual/index.html); SvmFu (five-percent-nation.mit.edu/SvmFu/); PyML (pyml.sourceforge.net/) and BioJava (www.biojava.org/).

SVM_lightis a an open source implementation of SVM which may be obtained from http://svmlight.joachims.org/. It is one of the most widely used SVM classification and regression packages. It has a fast optimization algorithm, can be applied to very large datasets, and has a very efficient implementation of the leave-one-out cross-validation. It is distributed as C++ source and binaries for Linux, Windows, Cygwin, and Solaris. Kernels: polynomial, radial basis function, and neural (tanh).

SVM allows users to build in their own mathematical functions, which are known as kernel functions. In SVM_light, the default kernel function is linear and it has also built in polynomial function, radial basis function (RBF), and sigmoid function (refer to Equation 3 below).

$\begin{matrix} ϕ = {\begin{matrix} x_{i} * x_{i} & Linear \\ {(γ x_{i} x_{j} + coefficient)}^{degree} & Polynomial \\ \exp (- γ {\langle x_{i} - x_{j} \rangle}^{2}) & RBF \\ \tanh (γ x_{i} x_{j} + coefficient) & Sigmoid \end{matrix} & (3) \end{matrix}$

Any of the kernel functions of SVM may be used for the SVM analysis described here. For example, the default kernel function of SVM_lightmay be implemented.

The SVM analysis may be conducted on a transformed dataset, that is to say, a dataset transformed by applying a transformation matrix to a dataset comprising the concentrations of a plurality of lipids.

Classification Model

A classification model is generated from the classification model generation process described above. The classification model may comprise a number of components.

The classification model may comprise a transformation matrix, also referred to as C, which is the obtained from the PCA analysis. The classification model may further comprise an SVM model, also referred to as S, which is the SVM model obtained from Y_l. The classification model may yet further comprise other components, as described below.

The transformation matrix may comprise a full, un-reduced transformation matrix. Such a matrix may comprise an n×m transformation matrix, where n=number of lipids and m=number of principal components. In such a transformation matrix, n may be equal to m. Such a transformation matrix may comprise the total number of principal components.

The transformation matrix may comprise a reduced transformation matrix, in other words, a transformation matrix corresponding to a reduced number of principal components. For example, a reduced transformation matrix may comprise a n×m transformation matrix, where n=number of lipids and m=number of principal components retained (m<number of lipids). Such a reduced transformation matrix may be easily generated by forming a matrix comprising the rows of the full transformation matrix and the first m columns of the full transformation matrix.

The classification model generated may be evaluated by a number of factors such as receiver operating curve, sensitivity, specificity, positive predictive value (PPV) and negative predictive value (NPV) and accuracy. The performance of the model model may therefore be shown in terms of a number of factors, including for example the sensitivity, specificity, positive predictive value (PPV), negative predictive value (NPV), accuracy, true negatives (TN), false negatives (FN), false positives (FP) and true positives (TP).

The model may further be evaluated using the N-fold cross validation and predicting the blinded samples.

Classification Model Training

As an optional step of the model generating process, a training process may take place as part of the model generation process.

The classification model may for example be adjusted and processed with an aim of establishing a model which achieve a certain predetermined level of performance.

The classification model may for example be adjusted and processed with an aim of establishing the minimum number of principal components which allow the model to achieve a certain predetermined level of performance.

The training may be conducted by assessing the output of the analysis step and selecting a number of factors to interpret.

Thus, the training process may comprise retaining principal components whose eigenvalues are greater than or equal to 1. This is also known as the Kaiser stopping rule (Kaiser, 1960).

The training process may comprise retaining principal components that explain a predetermined level of the variance in the dataset. The predetermined level of variance may comprise at least 55%, 65%, 75%, 85%, 90%, 95%, 96%, 97%, 98%, 99%, 99.5%, 99.6%, 99.7%, 99.8% or 99.9%.

The training process alternatively, or in addition, comprise a scree test, as described by Cattell (1966). The magnitude of the eigenvalues on the vertical axis may be plotted against their number (e.g., first factor, second factor, third factor, etc). The training process may comprise retaining all factors in the sharp descent before the first eigenvector where the graph levels off, as described in Stevens, 1966.

A scree plot which shows principal components and eigenvalues may be used. The training process may comprise retaining principal components that in a scree plot of eigenvalues show a smooth decrease of eigenvalues. It may comprise retaining principal components that in a scree plot of eigenvalues are to the left of a levelling off in gradient in the plot. It may comprise retaining principal components that in a scree plot of eigenvalues are to the left of significant decrease in gradient in the plot. It may comprise retaining principal components that in a scree plot of eigenvalues are to the left of an elbow in the plot.

The training process may be conducted by assessing the output of the classification step.

Thus, the training process may comprise retaining principal components that perform to a predetermined level compared to the full dataset, as assessed by the performance of the classification model generated. For example, principal components may be retained to achieve at least 55%, 65%, 75%, 85%, 90%, 95%, 96%, 97%, 98%, 99%, 99.5%, 99.6%, 99.7%, 99.8%, 99.9% or 100% of the performance of the classification model built using the full dataset. The performance of the classification model may be assessed by any combination of sensitivity, specificity, PPV, NPV, accuracy, true negatives (TN), false negatives (FN), false positives (FP) and true positives (TP).

The training process may comprise removing factors which do not significantly affect the performance of the SVM model, as assessed by any of the factors set out above.

The training process may take the form of an iterative process. Thus, the last (least significant) principal component determined by principal components analysis may be removed and the classification model built again. The new classification model may be compared to the original model for its classification performance. The performance may be assessed using a number of factors, such as sensitivity, specificity and accuracy. This process is then repeated until the predetermined level of performance is reached. For example, the process may be repeated until the model loses its performance.

In more detail, the first/row vectors of the transformed dataset Y may be selected to form an input vector, Y_l. The input vector Y_lmay then be subject to Support Vectors Machines (SVM) analysis. Y_lis equivalent to the input dataset in the principal component space, with reduced dimension of l. The value of l is the minimum dimension of the principal component space needed to obtain optimal classification in the SVM model. This may be established by iterative reduction of dimensions and testing the performance of the resulting model.

The level of performance may be any suitable level which meets the needs of the situation in question.

For example, an iterative reduction in dimensions may be carried out to train the classification model to achieve a performance which is at least as good as, or better than, a known biomarker. The biomarker may comprise, for example, CA-125. The sensitivity of a CA-125 is about 50%, the specificity about 97.15%, the PPV about 17.24% and the NPV about 99.39%.

Thus, the training may comprise determining the number of principal components needed to allow the classification model to achieve any one or more of a sensitivity of about 50% or more, a specificity about 97.15% or more, a PPV about 17.24% or more and an NPV about 99.39% or more.

Where classification model training takes place, the classification model may optionally further comprise a dimension, l. The dimension l may be a reduced dimension. The dimension l may comprise the dimension of principal component space, l, needed for optimal SVM classification.

The dimension l may be derived from principal components analysis of the dataset. This may be achieved by iterative reduction in dimensions and assessing performance of the resulting model (described above).

Classification Models Generated from 340 Lipids

Dataset of 340 Lipids

A dataset comprising concentrations of the 340 lipids shown in Table D3 may be obtained. The dataset may optionally be normalised.

Transformation Matrices (340 Lipids, Unreduced)

Principal Components Analysis may be conducted on the above dataset without dimension reduction.

We disclose in Appendix B1 a 340×340 transformation matrix of a classification model for classifying normal and diseased samples. We disclose in Appendix B2 a 340×340 transformation matrix of a classification model for classifying benign and malignant samples. We disclose in Appendix B3 a 340×340 transformation matrix of a classification model for classifying early and late stage samples.

SVM Models (340 Lipids, Unreduced)

The transformation matrices are used to transform the datasets of the respective sample pairs. SVM analysis is carried out on the transformed datasets.

As an example, SVM analysis may be conducted on a dataset of the concentrations the 340 lipids shown in Table D3 of normal and diseased (ovarian cancer) samples, transformed with a transformation matrix shown in Appendix B1. We disclose in Appendix C1 a resulting SVM model, which is also referred to in this document as “SVM-1”. Such an SVM model may be used, together with a 340×340 transformation matrix shown in Appendix B1, as part of a classification model for classifying normal and diseased (ovarian cancer) samples.

As another example, the SVM analysis may be conducted on a transformed dataset of the concentrations of the 340 lipids shown in Table D3 of benign ovarian cancer and malignant ovarian cancer samples, transformed with a transformation matrix shown in Appendix B2. We disclose in Appendix C2 a resulting SVM model, which is also referred to in this document as “SVM-2”. Such an SVM model may be used, together with a 340×340 transformation matrix shown in Appendix B2, as a classification model for classifying benign and malignant ovarian cancer samples.

As a further example, the SVM analysis may be conducted on a transformed dataset of the concentrations of the 340 lipids shown in Table D3 of early stage ovarian cancer and late stage ovarian cancer samples, transformed with a transformation matrix shown in Appendix B3. We disclose Appendix C3 a resulting SVM model, which is also referred to in this document as “SVM-3”. Such an SVM model may be used, together with a 340×340 transformation matrix shown in Appendix B3, as a classification model for classifying early and late ovarian stage cancer samples.

Classification Models (340 Lipids, Unreduced)

We disclose a classification model comprising a 340×340 transformation matrix shown in Appendix B1 and an SVM model shown in Appendix C1. Such a model may be used to distinguish between normal and diseased, for example, ovarian cancer, samples.

We disclose a further classification model which comprises a 340×340 transformation matrix shown in Appendix B2 and an SVM model shown in Appendix C2. Such a model may be used to distinguishing between benign and malignant samples.

We disclose yet another classification model which comprises a 340×340 transformation matrix shown in Appendix B3 and an SVM model shown in Appendix C3. Such a model may be used to distinguish between early and late stage samples.

Classification Models Generated from 340 Lipids (R1)

The training process may be conducted on a dataset comprising the concentrations of the 340 lipids shown in Table D3.

A further optional step of training the model by iterative reduction of dimensions may be carried out to determine the principal components needed for maximal classifying performance.

The cumulative performance of each of the classification models, as assessed by sensitivity, specificity, PPV and NPV, is shown in Appendices E1, E2 and E3.

We disclose in Appendix E1 the cumulative performance of a classification model (340 lipids) for normal versus diseased, by the number of principal components. We disclose in Appendix E2 the cumulative performance of a classification model (340 lipids) for benign versus malignant, by the number of principal components. We disclose in Appendix E3 the cumulative performance of a classification model (340 lipids) for early versus late, by the number of principal components.

The model with reduced dimensions may be tested for performance, such as by determining sensitivity, specificity, PPV, NPV, etc.

In these Appendices, rows in italics show the number of principal components required for a classification model which has identical performance compared to SVM analysis using the all the principal components.

In the case of the classification model for normal and diseased, maximal classifying performance (i.e., identical to a model with all the principal components) may be obtained using 85 principal components. In the case of the classification model for benign and malignant, maximal classifying performance may be obtained using 87 principal components. In the case of the classification model for early and late, maximal classifying performance may be obtained using 44 principal components.

Transformation Matrices (340 Lipids, Reduced)

We disclose a 340×85 transformation matrix comprising the first 85 columns of a matrix shown in Appendix B1, which may be used in a classification model for classifying normal and diseased, such as ovarian cancer, samples.

We disclose a 340×87 transformation matrix comprising the first 87 columns of a matrix shown in Appendix B2, which may be used in a classification model for classifying benign and malignant samples.

We disclose a 340×44 transformation matrix comprising the first 44 columns of a matrix shown in Appendix B3, which may be used in a classification model for classifying early and late stage samples.

SVM Models (340 Lipids, Reduced)

We disclose at Appendix C4 an SVM model which may be used with a 340×85 transformation matrix comprising the first 85 columns of a matrix shown in Appendix B1 as a classification model for classifying normal and diseased, such as ovarian cancer, samples.

We disclose at Appendix C5 an SVM model which may be used with a 340×87 transformation matrix comprising the first 87 columns of a matrix shown in Appendix B2 as a classification model for classifying benign and malignant samples.

We disclose at Appendix C6 an SVM model which may be used with a 340×44 transformation matrix comprising the first 44 columns of a matrix shown in Appendix B3 as a classification model for classifying early and late stage samples.

Classification Models (340 Lipids, Reduced)

We disclose a classification model which comprises a 340×85 transformation matrix comprising the first 85 columns of a matrix shown in Appendix B1 and an SVM model shown in Appendix C4. Such a model may be used to distinguish between normal and diseased, for example, ovarian cancer, samples.

We disclose a further classification model which comprises a 340×87 transformation matrix comprising the first 87 columns of a matrix shown in Appendix B2 and an SVM model shown in Appendix C5. Such a model may be used to distinguishing between benign and malignant samples.

We disclose yet another classification model which comprises a 340×44 transformation matrix comprising the first 44 columns of a matrix shown in Appendix B3 and an SVM model shown in Appendix C6. Such a model may be used to distinguish between early and late stage samples.

Classification Models Generated from 340 Lipids (R2)

The training process may be conducted on a dataset comprising the concentrations of the 340 lipids shown in Table D3.

A further optional step of training the model by iterative reduction of dimensions may be carried out to identify the number of principal components required for a classification model which provides performance which is as good as or better than CA-125.

The cumulative performance of each of the classification models, as assessed by sensitivity, specificity, PPV and NPV, is shown in Appendices E1, E2 and E3.

The model with reduced dimensions may be tested for performance, such as by determining sensitivity, specificity, PPV, NPV, etc.

In these Appendices, rows in bold show the number of principal components required for a classification model which provides performance which is as good as or better compared to CA-125 (Sensitivity=50%; Specificity=97.15%; PPV=17.24%; NPV=99.39%).

In the case of the classification model for normal and diseased, a classification model employing 10 principal components performs as well as or better than CA-125. In the case of the classification model for benign and malignant, a classification model employing 29 principal components performs as well as or better than CA-125. In the case of the classification model for early and late, a classification model employing 9 principal components performs as well as or better than CA-125.

Transformation Matrices (340 Lipids, Reduced)

We disclose a 340×10 transformation matrix comprising the first 10 columns of a matrix shown in Appendix B1, which may be used in a classification model for classifying normal and diseased, such as ovarian cancer, samples.

We disclose a 340×29 transformation matrix comprising the first 29 columns of a matrix shown in Appendix B2, which may be used in a classification model for classifying benign and malignant samples.

We disclose a 340×9 transformation matrix comprising the first 9 columns of a matrix shown in Appendix B3, which may be used in a classification model for classifying early and late stage samples.

SVM Models (340 Lipids, Reduced)

We disclose at Appendix C7 an SVM model which may be used with a 340×10 transformation matrix comprising the first 10 columns of a matrix shown in Appendix B1 as a classification model for classifying normal and diseased samples.

We disclose at Appendix C8 an SVM model which may be used with a 340×29 transformation matrix comprising the first 29 columns of a matrix shown in Appendix B2 as a classification model for classifying benign and malignant samples.

We disclose at Appendix C9 an SVM model which may be used with a 340×9 transformation matrix comprising the first 9 columns of a matrix shown in Appendix B3 as a classification model for classifying early and late samples.

Classification Models (340 Lipids, Reduced)

We disclose a classification model which comprises a 340×10 transformation matrix comprising the first 10 columns of a matrix shown in Appendix B1 and an SVM model shown in Appendix C7. Such a model may be used to distinguish between normal and diseased, for example, ovarian cancer, samples.

We disclose a further classification model which comprises a 340×29 transformation matrix comprising the first 29 columns of a matrix shown in Appendix B2 and an SVM model shown in Appendix C8. Such a model may be used to distinguish between benign and malignant samples.

We disclose yet another classification model which comprises a 340×9 transformation matrix comprising the first 9 columns of a matrix shown in Appendix B3 and an SVM model shown in Appendix C9. Such a model may be used to distinguish between early and late stage samples.

Classification Models Generated from N Lipids (N<340)

Classification may be carried out by generating classification models from subsets of the 340 lipids shown in Table D3 and application such classification models to unknown samples.

Datasets

Datasets comprising concentrations of any number of the 340 lipids shown in Table D3 may be derived. Such datasets may comprise concentrations of the first n lipids, where n<340, of Table D3.

Thus, for example, datasets comprising the concentrations of the first 2, 3, 4, 5, 6, 7, 8, 9, 10 lipids of Table D3 may be generated.

As another example, datasets comprising the concentrations of the first 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49 or 50 lipids of Table D3 may be generated.

As another example, datasets comprising the concentrations of the first 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 148, 149 or 150 lipids of Table D3 may be generated.

As a further example, datasets comprising the concentrations of the first 151, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234, 235, 236, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249 or 250 lipids of Table D3 may be generated.

As a yet further example, datasets comprising the concentrations of the first 251, 252, 253, 254, 255, 256, 257, 258, 259, 260, 261, 262, 263, 264, 265, 266, 267, 268, 269, 270, 271, 272, 273, 274, 275, 276, 277, 278, 279, 280, 281, 282, 283, 284, 285, 286, 287, 288, 289, 290, 291, 292, 293, 294, 295, 296, 297, 298, 299, 300, 301, 302, 303, 304, 305, 306, 307, 308, 309, 310, 311, 312, 313, 314, 315, 316, 317, 318, 319, 320, 321, 322, 323, 324, 325, 326, 327, 328, 329, 330, 331, 332, 333, 334, 335, 336, 337, 338 or 339 lipids of Table D3 may be generated.

Such datasets may be generated by, for example, selecting appropriate data from the Ovarian Cancer Training Dataset shown in Appendix D. The dataset may optionally be normalised.

Transformation Matrices (n Lipids)

Principal Components Analysis may be conducted on the above datasets with or without dimension reduction.

“Unreduced” n×n transformation matrices of respective classification models for classifying normal and diseased samples, benign and malignant samples and early and late stage samples may be generated by the methods described in this document, such as PCA.

“Reduced” n×m, where m<n, transformation matrices, representing a reduced number of principal components, may also be generated by, for example, iterative reduction of dimensions and testing for the performance of the resulting models, as described elsewhere in this document.

SVM Models (n Lipids)

The transformation matrices may be used to transform the datasets of the respective sample pairs. SVM analysis may be carried out on the transformed datasets.

As an example, SVM analysis may be conducted on a dataset of the concentrations of the n lipids of known normal and diseased (ovarian cancer) samples, transformed with a respective n×n “unreduced” transformation matrix described above. The resulting SVM model may be used, together with the n×n transformation matrix, as part of a classification model for classifying normal and diseased (ovarian cancer) samples.

As another example, the SVM analysis may be conducted on a dataset of the concentrations of the n lipids of known benign ovarian cancer and malignant ovarian cancer samples, transformed with a respective n×n “unreduced” transformation matrix described above. The resulting SVM model may be used, together with the n×n transformation matrix, as a classification model for classifying benign and malignant ovarian cancer samples.

As a further example, the SVM analysis may be conducted on a dataset of the concentrations of the n lipids of known early stage ovarian cancer and late stage ovarian cancer samples, transformed with a respective n×n “unreduced” transformation matrix described above. The resulting SVM model may be used, together with the n×n transformation matrix, as a classification model for classifying early and late ovarian stage cancer samples.

Corresponding SVM models generated on datasets transformed with n×m, where m<n, “reduced” transformation matrices may also be generated by the methods described in this document. Such SVM models together with respective “reduced” transformation matrices, as classification models for classifying normal and diseased samples, benign and malignant samples and early and late stage samples.

Classification Models (n Lipids)

We disclose a classification model comprising a n×n “unreduced” transformation matrix generated from a dataset of known normal and diseased (ovarian cancer) samples described above and a corresponding SVM model as described above. Such a model may be used to distinguish between normal and diseased, for example, ovarian cancer, samples.

We disclose a further classification model which comprises a n×n “unreduced” transformation matrix generated from a dataset of known benign and malignant samples described above and a corresponding SVM model as described above. Such a model may be used to distinguishing between benign and malignant samples.

We disclose yet another classification model which comprises a n×n “unreduced” transformation matrix generated from a dataset of known early stage and late stage samples described above and a corresponding SVM model as described above. Such a model may be used to distinguish between early and late stage samples.

We also disclose corresponding classification models comprising n×m, where m<n, “reduced” transformation matrices generated from datasets of known normal and diseased (ovarian cancer) samples, benign and malignant samples or early stage and late stage (ovarian cancer) samples and their corresponding SVM models, capable of classifying normal and diseased samples, benign and malignant samples and early and late stage samples respectively.

Classification Models Generated from 82 Lipids

Dataset of 82 Lipids

A dataset comprising concentrations of the 82 lipids shown in Table D2 may be obtained. The dataset may optionally be normalised.

Transformation Matrices (82 Lipids, Unreduced)

Principal Components Analysis may be conducted on the above dataset without dimension reduction.

We disclose in Appendix B4 a 82×82 transformation matrix of a classification model for classifying normal and diseased samples. We disclose in Appendix B5 a 82×82 transformation matrix of a classification model for classifying benign and malignant samples. We disclose in Appendix B6 a 82×82 transformation matrix of a classification model for classifying early and late stage samples.

SVM Models (82 Lipids, Unreduced)

The transformation matrices are used to transform the datasets of the respective sample pairs. SVM analysis is carried out on the transformed datasets.

As an example, SVM analysis may be conducted on a dataset of the concentrations the 82 lipids shown in Table D2 of normal and diseased (ovarian cancer) samples, transformed with a transformation matrix shown in Appendix B4. We disclose in Appendix C10 a resulting SVM model. Such an SVM model may be used, together with a 82×82 transformation matrix shown in Appendix B4, as part of a classification model for classifying normal and diseased (ovarian cancer) samples.

As another example, the SVM analysis may be conducted on a transformed dataset of the concentrations of the 82 lipids shown in Table D2 of benign ovarian cancer and malignant ovarian cancer samples, transformed with a transformation matrix shown in Appendix B5. We disclose in Appendix C11 a resulting SVM model. Such an SVM model may be used, together with a 82×82 transformation matrix shown in Appendix B5, as a classification model for classifying benign and malignant ovarian cancer samples.

As a further example, the SVM analysis may be conducted on a transformed dataset of the concentrations of the 82 lipids shown in Table D2 of early stage ovarian cancer and late stage ovarian cancer samples, transformed with a transformation matrix shown in Appendix B6. We disclose Appendix C12 a resulting SVM model. Such an SVM model may be used, together with a 82×82 transformation matrix shown in Appendix B6, as a classification model for classifying early and late ovarian stage cancer samples.

Classification Models (82 Lipids, Unreduced)

We disclose a classification model comprising a 82×82 transformation matrix shown in Appendix B4 and an SVM model shown in Appendix C10. Such a model may be used to distinguish between normal and diseased, for example, ovarian cancer, samples.

We disclose a further classification model which comprises a 82×82 transformation matrix shown in Appendix B5 and an SVM model shown in Appendix C11. Such a model may be used to distinguishing between benign and malignant samples.

We disclose yet another classification model which comprises a 82×82 transformation matrix shown in Appendix B6 and an SVM model shown in Appendix C12. Such a model may be used to distinguish between early and late stage samples.

Classification Models Generated from 44 Lipids

Dataset of 44 Lipids

A dataset comprising concentrations of the first 44 of the 340 lipids shown in Table D3 (i.e., as shown in Table E6) may be derived by, for example, selecting appropriate data from the Ovarian Cancer Training Dataset shown in Appendix D. The dataset may optionally be normalised.

Transformation Matrices (44 Lipids)

Principal Components Analysis may be conducted on the above dataset with or without dimension reduction.

“Unreduced” 44×44 transformation matrices of respective classification models for classifying normal and diseased samples, benign and malignant samples and early and late stage samples may be generated by the methods described in this document, such as PCA.

Respective 44×m, where m<44, “reduced” transformation matrices, representing a reduced number of principal components, may also be generated by, for example, iterative reduction of dimensions and testing for the performance of the resulting models, as described elsewhere in this document.

SVM Models (44 Lipids)

The transformation matrices may be used to transform the datasets of the respective sample pairs. SVM analysis may be carried out on the transformed datasets.

As an example, SVM analysis may be conducted on a dataset of the concentrations of the 44 lipids shown in Table E6 of normal and diseased (ovarian cancer) samples, transformed with a respective 44×44 transformation matrix described above. The resulting SVM model may be used, together with the 44×44 transformation matrix, as part of a classification model for classifying normal and diseased (ovarian cancer) samples.

As another example, the SVM analysis may be conducted on a dataset of the concentrations of the 44 lipids shown in Table E6 of benign ovarian cancer and malignant ovarian cancer samples, transformed with a respective 44×44 transformation matrix described above. The resulting SVM model may be used, together with the 44×44 transformation matrix, as a classification model for classifying benign and malignant ovarian cancer samples.

As a further example, the SVM analysis may be conducted on a dataset of the concentrations of the 44 lipids shown in Table E6 of early stage ovarian cancer and late stage ovarian cancer samples, transformed with a respective 44×44 transformation matrix described above. The resulting SVM model may be used, together with the 44×44 transformation matrix, as a classification model for classifying early and late ovarian stage cancer samples.

Corresponding SVM models generated on datasets transformed with 44×m, where m<44, “reduced” transformation matrices may also be generated by the methods described in this document. Such SVM models together with respective “reduced” transformation matrices, as classification models for classifying normal and diseased samples, benign and malignant samples and early and late stage samples.

Classification Models (44 Lipids)

We disclose a classification model comprising a 44×44 transformation matrix described above and an SVM model as described above. Such a model may be used to distinguish between normal and diseased, for example, ovarian cancer, samples.

We disclose a further classification model which comprises a 44×44 transformation matrix described above and an SVM model as described above. Such a model may be used to distinguishing between benign and malignant samples.

We disclose yet another classification model which comprises a 44×44 transformation matrix described above and an SVM model as described above. Such a model may be used to distinguish between early and late stage samples.

We also disclose corresponding classification models comprising 44×m, where m<44, “reduced” transformation matrices and their corresponding SVM models, capable of classifying normal and diseased samples, benign and malignant samples and early and late stage samples.

Classifications Model Generated from 77 Choline Lipids

Dataset of 77 Choline Lipids

A dataset comprising concentrations of the 77 choline lipids shown in Table D1 may be obtained. The dataset may optionally be normalised.

Transformation Matrices (77 Choline Lipids, Unreduced)

Principal Components Analysis may be conducted on the above dataset without dimension reduction.

We disclose in Appendix B7 a 77×77 transformation matrix of a classification model for classifying normal and diseased samples. We disclose in Appendix B8 a 77×77 transformation matrix of a classification model for classifying benign and malignant samples. We disclose in Appendix B9 a 77×77 transformation matrix of a classification model for classifying early and late stage samples.

SVM Models (77 Choline Lipids, Unreduced)

The transformation matrices are used to transform the datasets of the respective sample pairs. SVM analysis is carried out on the transformed datasets.

As an example, SVM analysis may be conducted on a dataset of the concentrations the 77 choline lipids shown in Table D1 of normal and diseased (ovarian cancer) samples, transformed with a transformation matrix shown in Appendix B7. We disclose in Appendix C13 a resulting SVM model. Such an SVM model may be used, together with a 77×77 transformation matrix shown in Appendix B7, as part of a classification model for classifying normal and diseased (ovarian cancer) samples.

As another example, the SVM analysis may be conducted on a transformed dataset of the concentrations of the 77 choline lipids shown in Table D1 of benign ovarian cancer and malignant ovarian cancer samples, transformed with a transformation matrix shown in Appendix B8. We disclose in Appendix C14 a resulting SVM model. Such an SVM model may be used, together with a 77×77 transformation matrix shown in Appendix B8, as a classification model for classifying benign and malignant ovarian cancer samples.

As a further example, the SVM analysis may be conducted on a transformed dataset of the concentrations of the 77 choline lipids shown in Table D1 of early stage ovarian cancer and late stage ovarian cancer samples, transformed with a transformation matrix shown in Appendix B9. We disclose Appendix C15 a resulting SVM model. Such an SVM model may be used, together with a 77×77 transformation matrix shown in Appendix B9, as a classification model for classifying early and late ovarian stage cancer samples.

Classification Models (77 Choline Lipids, Unreduced)

We disclose a classification model comprising a 77×77 transformation matrix shown in Appendix B7 and an SVM model shown in Appendix C13. Such a model may be used to distinguish between normal and diseased, for example, ovarian cancer, samples.

We disclose a further classification model which comprises a 77×77 transformation matrix shown in Appendix B8 and an SVM model shown in Appendix C14. Such a model may be used to distinguishing between benign and malignant samples.

We disclose yet another classification model which comprises a 77×77 transformation matrix shown in Appendix B9 and an SVM model shown in Appendix C15. Such a model may be used to distinguish between early and late stage samples.

Prediction Using Classification Model

The prediction process may be implemented in a similar manner to that of the model generation process. The prediction process classifies an unknown sample (i.e., a sample whose state is unknown) into one of two states.

The prediction process generally involves obtaining the concentrations of a plurality of lipids from an unknown sample. The lipid concentrations may be formed into a dataset. The dataset may optionally be normalized. These steps may essentially be performed as described above for model generation.

An appropriate classification model is then applied to the dataset of lipid concentrations.

An appropriate classification model suitable for classifying normal and diseased samples, benign and malignant samples and early stage and late stage samples, as set out in the sections “Classification Models Generated from 340 Lipids”, “Classification Models Generated from 340 Lipids (R1)”, “Classification Models Generated from 340 Lipids (R2)”, “Classification Models Generated from n Lipids (n<340)”, “Classification Models Generated from 82 Choline Lipids”, “Classification Model Generated from 44 Choline Lipids” and “Classification Model Generated from 77 Choline Lipids” may be applied to the data.

As described above, each classification model may comprise a transformation matrix and an SVM model. The dataset may go through a first, transformation, step. In this step, the dataset of lipid concentrations is transformed by a transformation matrix of the classification model. The resulting dataset may go through a second, classification, step. In this step, the resulting dataset is analysed by Support Vectors Machines (SVM), using an SVM model of the classification model.

A positive output of the SVM analysis indicates a normal, benign or early stage sample, as the case may be. A negative output of the SVM analysis indicates a diseased (ovarian cancer), malignant or late stage sample, as the case may be.

A schematic of the prediction process is shown in FIG. 13, which shows the optional normalization and dimension reduction steps. The prediction process is similar in some respects to the model generation process, but differs for example in that the PCA process may be replaced by transformation using matrix C defined in the classification model.

A single prediction process may be applied, or a number of prediction processes may be applied. Where this is the case, the classification models may be applied sequentially. Thus, a predictive process may be applied using a classification model for classifying normal and diseased samples, to indicate whether a sample is a normal sample or a diseased (i.e., ovarian cancer) sample. Where the sample is shown to be a diseased, ovarian cancer, sample, a further predictive process applying a classification model for classifying benign and malignant samples, to indicate whether a sample is a benign sample or a malignant ovarian cancer sample. Finally, where the sample is shown to be a malignant sample, a classification model for classifying early stage and late stage samples may be applied to the data, to indicate whether a sample is an early stage sample or a late stage ovarian cancer sample.

It will be clear that the bioinformatics methods of applying the classification models may be mixed and matched with other methods of classification, for example, histological staging and CA-125 serum levels.

Accordingly, an ovarian cancer sample diagnosed or determined by other means, e.g., histologically or biochemically, may be used as the subject of classification using the classification models described above. For example, an known ovarian cancer sample may be classed as a benign or malignant sample using a classification model capable of distinguishing benign and malignant samples.

Such an ovarian cancer sample, where it is classed as a malignant sample, may be subject to further analysis using a classification model capable of distinguishing between an early stage and a late stage sample, as described above, to class the sample as an early stage sample or a late stage sample. Similarly, such a classification model may be applied to lipid concentration data obtained form an ovarian cancer sample known to be a malignant sample (e.g., by histology) to establish whether the malignant sample is an early stage cancer sample or a late stage cancer sample.

In more detail, in the prediction process, the input sample with m lipids measured may be normalized such that the total lipid content is 1. The normalized data may then be transformed into the principal component space defined in the classification model, which is characterized by the matrix C. Upon obtaining the output vector, the transformed vector may be fed into the SVM model, which is stored in the classification model. Optionally, the first l rows, where l is a parameter stored in the classification model, of the transformed vector are selected and fed into SVM. The SVM model then outputs a float value whereby a negative value represents a label of −1 (diseased; benign; early stage) and a positive value represents a label of +1 (normal; malignant; late stage).

Example

The following describes an example of prediction using the methods and compositions described here. A blinded sample from the data obtained in the Examples, sample Id is 270, is used in this example.

The lipid concentrations from the sample are obtained. This data is passed through the prediction models based on the SVM obtained from the training set. When the data is passed through SVM-1 (Appendix C1, predicts if the subject is normal or has ovarian growth). A positive value should indicate that the subject is a control (i.e., undiseased) and a negative value should indicate that the subject has growth in the ovary.

The value obtained from the subject sample 270 using the above analysis −1.702055. Since this value is negative it indicates that the sample is a cancerous sample (i.e., the subject has an ovarian cyst/growth).

Accordingly, this data is then passed through SVM-2 (Appendix C2) which predicts if the growth is benign or malignant. Here the positive value should indicate a benign condition and a negative value should indicate malignancy.

The value obtained for the sample 270 is +1.104463. Since this is a positive value it is predicted as benign growth.

The sample is unblinded. The records show that the actual sample ID is 14757 (this ID is the actual ID used by a collaborator) and is a benign condition. The details of this blinded samples are as follows: Age 46 yrs, Ethnicity Chinese, Type of Cyst Benign, Subtype: Serous, CA125 test: 7.5 (the CA-125 test is a clinically used test and the value of 7.5 indicates that the sample is normal).

It will be appreciated that although the status of this blinded sample has been determined by other means, but is hidden, the exact same steps described below may be implemented on a sample of completely unknown status.

Treatment

Where samples and patients have been determined to have ovarian cancer, or are staged, etc, appropriate treatments may be given to them. For example, where appropriate, surgery to remove the cancerous tissue may be carried out. Radiotherapy or chemotherapy may also be applied.

Chemotherapy for localised ovarian cancer may comprise Carboplatin or a combination of Paclitaxel (Taxol) and carboplatin. The chemotherapy may for example be given intravenously. For recurrent ovarian cancer, carboplatin and paclitaxel (Taxol) treatment may be applied. Other treatments may include Paclitaxel (Taxol) alone, Topotecan or Liposomal doxorubicin (also called Caelyx or Doxil)—a type of a chemotherapy drug, doxorubicin. Other drugs may also be used, either alone or in combination.

If cancer comes recurs than 6 months after initial chemotherapy, Paclitaxel (Taxol) alone, Liposomal doxorubicin, Topotecan (Hycamtin), Gemcitabine or Cisplatin may be applied.

EXAMPLES

Using computational technologies, we have generated a diagnostic model to determine if a biological sample exhibits or is predictive or suggestive of a particular biological state. Such states may be associated with one or more diseases or physiological status.

To produce such a model, a number of samples having a known biological state are analyzed and compared with samples known to have been taken from patients who do not have that biological state. These data are then input into a modeling program, as described below, to find discriminatory patterns that are specific to a particular biological state. Such patterns are based upon various combinations of features or markers found in the data derived from the samples, such as lipid concentrations.

Example 1
Sample Preparation and Analysis: Lipid Extraction

Lipids are extracted from 50 μl of blood samples using the modified Bligh Dyers extraction method.

Briefly, 600 μl of ice cold chloroform-methanol, 1:2 (v/v) is added to 50 μl of blood plasma along with the internal standards (Table E1) and vortexed vigorously for 1 min.

Table E1

Standards

Lipid
ug

Species
spiked

1
17:0 Lyso GPA
2.5

2
14:0 Lyso GPEtn
2.5

3
19:0 Cer
1

4
8:0 Glu Cer
0.5

5
12:0 SM
2.5

6
di 14:0 GPGro
0.5

7
di 20:4 GPA
2.5

8
di 8:0 GPIns
0.5

9
di 22:6 GPSer
2.5

The samples are incubated in ice for 10 min. followed by the addition of 300 μl chloroform. The phase is broken with the addition of 200 μl of 0.1M HCl or water and vortexed vigorously for 2 min. The phases are separated by centrifugation and the lower organic phase containing the lipids is transferred to fresh tube.

The lipids are re-extracted from the aqueous phase with 300 μl of chloroform pooled with the first organic extract and dried under vacuum. The extracted lipids are stored at −80° C. before analysis. Great care and precaution needs to be taken to ensure the generation of consistent and matched extract libraries.

The lipids are suspended in 200 μl of chloroform: methanol 1:1 (v/v) and used for mass spectrometry analysis.

Example 2
Sample Preparation and Analysis: Lipid Analysis

The lipids are initially separated on Waters XTerra C18 reverse phase column (1 mm×150 mm) column before entering into the mass spectrometer.

Typically, 5 μl of sample is injected for analysis. The inlet system consisted of a Waters CapLC autosampler, and a Waters CapLC pump. Chloroform-methanol 1:1 (v/v) with 15 mM piperidine is used as the mobile phase for isocratic elution at a flow rate of 15 μl/min. The column elutes are measured using Electrospray ionization mass spectrometry (ESI-MS) through a Waters Micromass Q-T of micro mass spectrometer operated in the negative ion mode. The capillary voltage and sample cone voltage are maintained at 3.0 kV and 50 V, respectively. The source temperature is 80° C. and the nanoflow gas pressure is maintained at 0.7 bars.

The mass spectrum is acquired from m/z 400 to 1600 in the negative or positive ion mode with an acquisition time of 20 min; the scan duration is 1.2 s. A representative spectra obtained in negative mode for one of the embodiment is depicted in FIG. 3. Individual molecular species are identified using tandem mass spectrometry and the collision energy used ranged from 25 to 80 eV.

Further identification and characterization of the lipid species is carried out using a 4000 Q-Trap mass spectrometer. The presence of a particular class of lipid is identified by product ion, precursor ion and neutral loss scans.

For GPEtn, GPIns and GPCho, the precursor ion scan for m/z 196 (negative mode), 241 (negative mode) and 184 (positive mode) respectively is carried out. For GPSer, neutral loss of 87 is monitored. For sphingolipids, precursor scans of 264, 266 and 184 are used. Presence of 153 is used for detection of GPA, GPGro as well as other phospholipids. The lipid molecules are further characterized and confirmed by tandem mass spec (MSMS) scans along with the other species like GPA, GPGro, Cardiolipin, Sulfatides, Ceramides and Spingomyelins. The characteristics daughter ion for each lipid molecule is noted.

Example 3
Sample Preparation and Analysis: Lipid Quantification

Quantification of individual lipid molecular species is performed using MRM with an Applied Biosystems 4000 Q-Trap mass spectrometer.

Samples are directly introduced into the mass spectrometry using an Agilent autosampler. In these experiments, the first quadrupole, Q1, are set to pass the precursor lipid ion of interest to the collision cell, Q2, where it underwent collision-induced dissociation. The third quadruple, Q3, is set to pass the structure specific product ion characteristic of the precursor lipid of interest.

Each individual ion dissociation pathway for the lipid species is optimized with regard to collision energy (CE), collision cell exit potential (CXP) and declustering potential (DP) with a dwell time of 25 msec. This is to minimize variations in relative ion abundance due to differences in rates of dissociation. The ion source gas GS1 and GS2 is maintained at 20 and 50 p.s.i. respectively and the curtain gas at 20 p.s.i. The entrance potential (EP) is set at 10.

In order to prevent the loss of the sensitivity of the method, the list is divided into 3 independent analysis sets. The first set consisted of the lipid classes belonging to GPA (Table E2A, Appendix A), GPGro (Table E2B, Appendix A), GPSer (Table E2C, Appendix A), Sulfatides (Table E2D, Appendix A) and Cardiolipins (Table E2E, Appendix A) monitored in the negative mode.

The second set consisted of the GPEtn (Table E2F, Appendix A), GPIns (Table E2G, Appendix A) and phosphoinositide phosphates (Table E2H, Appendix A) in negative mode.

The third set monitored the ions in the positive mode consisting of GPCho (Table E21, Appendix A), Spingomyelins (Table E2J, Appendix A), Ceramides (Table E2K, Appendix A) and their glycosylated derivative (Table E2L and Table E2M, Appendix A).

An optimized 15 μl of samples is injected per run per set with chloroform-methanol 1:1 (v/v) as the mobile phase at the flow rate of 200 μl/min. The run is carried out for 2 min.

Example 4
Data Analysis and Bioinformatics: Concentration Determination—Protocol for Determining Absolute Concentrations of Lipids using Spiked Standards and Standard Curve

The data is normalized by the total intensities in that mode and the concentrations calculated using the respective spiked standards.

The normalization could be given as:

${Lipid}_{i} = \frac{x_{i}}{[Std] \cdot \sum_{i = 1}^{n} x_{i}}$

x_iindicates the intensity of a particular type of lipid, lipid_i. Std indicates the constant obtained from the standard graph or from the spiked lipid standard. In the case of the spiked standard the Std is obtained as a ratio of the intensity to the amount (pmoles) of the standard spiked. The other way is to plot a standard graph with varying amount of the standards and then obtaining a standard graph. This graph then could give the ratio of the intensity over concentration and can be substituted in the above equation.

Depending upon the type of the lipid for which the concentration is to be calculated the respective standard is taken. A list of spiked standards and the lipids the spiked standards can be used to quantify is given in the table below.

Lipid Spiked
Can be used for quantification of

1
17:0 Lyso GPA
Lyso GPA

2
14:0 Lyso GPEtn
Lyso GPEtn, GPEtn

3
19:0 Cer
Cer

4
8:0 Glu Cer
MonoHexCer and DiHexCer

5
12:0 SM
SM and Lyso GPCho, GPCho

6
Di 14:0 GPGro
Lyso GPGro, GPGro, Cardiolipin

7
Di 20:0 GPA
GPA

8
Di 8:0 GPIns
GPIns, GPInsP, GPInsP2, Sulfatide

9
Di 22:6 GPSer
Lyso GPSer, GPSer

Example 5
Data Analysis and Bioinformatics: Principal Components Analysis (PCA) and Support Vector Machines (SVM)

The data is then processed using multivariate analysis (Principal Components Analysis).

Principal components analysis may be performed by a number of packages, for example Pirouette (Infometrix, Inc.), Statistica (StatSoft, Inc.), SPSS (SPSS Inc.), Unscrambler (CAMO Software AS.), PCA/X 5.0 (Windale Technologies Pty Ltd), XLSTAT (Addinsoft), StatistiXL. (StatistiXL), NMath Stats (CenterSpace Software), R (Freeware) (http://rss.acs.unt.edu/Rdoc/library/pcaMethods/html/00Index.html), SAS/INSIGHT (SAS Institute Inc.).

The outcome of the Principal Components Analysis is a score matrix. The score matrices are used as inputs into supervised learning methods like Support Vector Machine (SVM) for classification based on their diseased conditions.

SVMs are supervised learning methods which can perform binary classification (Noble, 2006). They map input feature vectors to a higher dimensional feature space where a maximal separation hyperplane is constructed.

SVM is implemented using SVMLight, which is executed in C. SVM models are built using default linear kernel functions. The output value from the SVM is a real number which signifies its distance from the hyperplane.

The outcome of the SVM is represented in the form of diagnostic utility matrix and the performance of the model is based on sensitivity, specificity and accuracy.

The model may then go to an iterative reduction in the dimension. The last PC is removed and the model built again. The new model is compared to the original model for its performance. This is repeated till the model loses its performance.

The final model generated is then evaluated by receiver operating curve, sensitivity, specificity, positive predictive value (PPV) and negative predictive value (NPV) and accuracy.

The model is then evaluated using the N-fold cross validation and predicting the blinded samples.

Example 6
Data Analysis and Bioinformatics: Statistical Considerations

The model is evaluated using receiver operating characteristics (ROC) curve, sensitivity, specificity, positive predictive value (PPV) and negative predictive value (NPV).

Sensitivity is the probability that a person who is positive are tested positive. Specificity is the probability that a person who is negative are tested negative. Sensitivity and specificity are also known as true positive and true negative rate respectively. Positive predictive value (PPV) gives the probability that a person tested positive is positive. Negative predictive value (NPV) gives the probability that a person tested negative is negative.

Other statistical tests like the student's t-test in case of normality in distribution or Mann Whitney U Test in case of non-normality in distribution, Kolmogorov-Smirnov goodness-of-fit hypothesis test are used to test for normality.

Example 7
Diagnostic Test for Ovarian Tumours

In this study, the MRM data is obtained to build a prediction model for predicting malignancy of ovarian cancer.

138 samples are used as a training set for model building. 383 lipids measurements are obtained for each and every sample. PCA is used to reduce the dimension of the training set and the reduced set is used as input feature vectors for SVM. Two SVM models are built using linear and quadratic kernel functions.

Example 8
Diagnostic Test for Ovarian Tumours: Patients and Procedures

All patient-derived biological specimens are collected under protocols approved by the National Health Group Institutional Review Board, Singapore and all participants provided written informed consent.

Whole blood samples are obtained preoperatively in EDTA tubes by routine venipuncture of women undergoing surgery for suspected ovarian cancer in National University Hospital (NUH), Singapore. All women ages 16 to 81 years undergoing surgery for suspected ovarian cancer are regarded as eligible for entry into the study. All of the samples are collected before the day of surgery or treatment. The plasma is immediately isolated and stored at −70° C. Just before the lipid extraction, the plasma is thawed. Of the preoperative samples obtained, 99 are from women who are later confirmed to have ovarian cancer.

Whole blood samples from control subjects are collected concurrently from healthy women from the same counties who reported no history of cancer, gynecologic disease, oophorectomy or family history of breast/ovarian cancer. The controls are either volunteers or are on routine checkup at the family care centers. All subjects recruited in this study are non-smokers. Whole blood specimens are obtained from a total of 99 ovarian cancer patients, including 40 patients with benign tumor, 22 patients at the early malignant stage (Stage I and II) and 37 at the late malignant stage (Stage III and IV).

Cancer diagnosis is confirmed for all cases by review of pathology records by a single ovarian cancer expert. Clinical stage is determined according to International Federation of Gynecologists and Obstetricians criteria, and the histological subtype is evaluated according to the WHO classification.

Using this methodology, 211 plasma samples are obtained which include the controls and patients are diagnosed as benign or with the malignant stages. The diagnosis is done using the Trans-vaginal Ultrasonography (TVU), Serum CA125 level and then confirmed by biopsies. The stage 1 and 2 of malignancy is classified as early malignant and the stage 3 and 4 as late malignant. The control samples are collected after careful examination of the donors.

Of these 211 samples, 138 samples are randomly selected irrespective of their pathological conditions. This formed a training set and the remaining 73 samples are blinded by the hospital staff and disclosed only after the complete analysis is done. The split up of the samples and their subsets is depicted in FIG. 4.

The training set included 39 plasma samples from control individuals and 99 from women with various forms of ovarian cancers. Out of the 99 patients samples 40 of the patients had tumors of benign characteristics and the remaining 59 are malignant tumors (22 of which are in the early stages and 37 in their late stages). The demographic profiling of these samples is represented in Table E3.

TABLE E3

Demographic Profiling of Plasma Samples in Training Set

Malig-

Control
Patient
Benign
nant
Early
Late
Total

Age

Ave Age
NA
47
41
52
43
53

Max
NA
81
74
81
74
81

Min
NA
16
18
16
20
16

Median
NA
48
41
53
48
56

Ethnicity

Chinese
23
67
26
41
17
24
90

Malay
7
20
9
11
2
9
27

Indian
6
6
3
3
2
1
12

Other
3
6
2
4
1
3
9

Sum
39
99
40
59
22
37
138

Tumor type

Endometroid

26
11
15
6
9
26

Mucinous

22
13
9
8
1
22

Ser/Pap

27
5
22
3
19
27

Dermoid

6
6
0
0
0
6

Physiol/foll

3
3
0
0
0
3

Clear Cell

8
0
8
5
3
8

Mixed Germ

1
0
1
0
1
1

other

6
2
4
0
4
6

For the ovarian cancer patients various types of tumors are taken into account. The type of tumor is classified by various pathological test conducted on the tumor tissue. Control and patient samples are arranged randomly before lipid extraction.

Example 9
Diagnostic Test for Ovarian Tumours: Sample Analysis

Samples are extracted as described in Example 1 above and analyzed on an Applied Biosystems 4000 Q-TRAP mass spectrometer with the MRM method described.

Data peaks are integrated and normalized with respect total lipid content and ion response of internal standards.

The lipid species are graphically represented as heat plot (FIG. 5).

Example 10
Diagnostic Test for Ovarian Tumours: Data Analysis and Bioinformatics

A broad look of the lipid profile doesn't suggest drastic differences in the lipid profile between the samples. Plasma levels within the eleven classes of lipids covered here were very comparable between the various cases and control populations with no apparent differences that would be obvious without thorough statistical evaluation.

Principal Components Analysis (PCA)

Principal Components Analysis is conducted on a dataset comprising the concentrations of the 340 lipids shown in Table D3.

The resulting score matrices (transformation matrices) are set out in the Appendices and are described below and in the detailed description above. The transformation matrices resulting from the PCA analysis may be used to form a classification model.

The principal components analysis (PCA) generated through orthogonal linear transformation of the dataset shows that the controls patients are indeed separated from the patient population (FIG. 6A) on a three dimensional projection (1^st, 2^ndand 3^rdprincipal components).

The first 3 principal components are able to define ˜70% of the variance based on the Scree plot (FIG. 6B). The classifiers based on the PCA analysis are compiled and the list of these probable biomarker lipids are listed (Table E4).

TABLE E4

Lipid Classifiers for Principal Components Analysis

No
Q1 mass
Q3 mass
Lipid Species

1
758.7
184.1
GPCho:34:2a

2
703.8
184.4
Sphingomyelin:d18:1/16:0

3
786.6
184.1
GPCho:36:2a

4
784.6
184.1
GPCho:36:3a

5
813.9
184.4
Sphingomyelin:d18:1/24:1

6
782.6
184.1
GPCho:36:4a

7
759.8
184.4
Sphingomyelin:d18:1/20:0

8
760.6
184.1
GPCho:34:1a

9
810.6
184.1
GPCho:38:4a

10
704.6
184.1
GPCho:30:1a

11
731.8
184.4
Sphingomyelin:d18:1/18:0

12
814.6
184.1
GPCho:38:2a

13
496.4
184.1
GPCho:Lyso 16:0

14
808.6
184.1
GPCho:38:5a

15
815.6
184.1
Sphingomyelin:18/24:0

16
520.4
184.1
GPCho:Lyso 18:2

17
761.8
184.4
Sphingomyelin:d18:0/20:0

18
787.9
184.4
Sphingomyelin:d18:1/22:0

19
743.8
279.3
GPGro:18:2/16:1

20
812.6
184.1
GPCho:38:3a

21
524.4
184.1
GPCho:Lyso 18:0

22
732.6
184.1
GPCho:32:1a

23
762.6
184.1
GPCho:34:0a

24
788.6
184.1
GPCho:36:1a

25
756.6
184.1
GPCho:34:3a

26
544.4
184.1
GPCho:Lyso 20:4

27
834.6
184.1
GPCho:40:6a

28
568.4
184.1
GPCho:Lyso 22:6

29
745.8
281.3
GPGro:18:1/16:1

30
522.4
184.1
GPCho:Lyso 18:1

Analysis of these lipids showed that mostly the GPCho and the sphingomyelins showed high ability to discriminate between the controls and the patient samples.

Appendix B1 shows a 340×340 transformation matrix of a classification model for classifying normal and diseased samples.

Similar analysis is carried out to differentiate between benign/malignant (FIG. 6C and FIG. 6D) and early/late forms of cancer (FIG. 6E and FIG. 6F).

Appendix B2 shows a 340×340 transformation matrix of a classification model for classifying benign and malignant samples. Appendix B3 shows a 340×340 transformation matrix of a classification model for classifying early and late samples.

Interestingly, PCA is able to separate the benign from the malignant samples, but the late from early are not well clustered. The Scree plot showed that the first 3 components are able to define nearly 70% of the variance for the benign vs. malignant dataset.

The data is also analyzed to check whether it is able to differentiate the malignant samples from a combination of benign and controls (FIG. 6G and FIG. 6F).

Support Vector Machines (SVM) Analysis

To evaluate the robustness of the profiling of lipids, a SVM based approach for classification of the samples is used.

Support Vector Machines analysis is conducted on a transformed dataset of the concentrations the 340 lipids shown in Table D3. The resulting SVM models are set out in the Appendices and are described below and in the detailed description above. The SVM models resulting from the SVM analysis may be used to form a classification model.

SVM is implemented using SVMLight. The PCA score matrix (N=138 samples by L=360 PC in case of the full training set) is used as the input feature vector for a support vector machine.

The output from the SVM model is assessed in the form of sensitivity, specificity and accuracy and used to describe the diagnostic utility (FIG. 7). The output of each SVM step can be visualized in a 2×2 matrix displaying true and false positives and negatives.

Appendix C1 shows an SVM model of a classification model for classifying normal and diseased samples. Such an SVM model may be used with a 340×340 transformation matrix shown in Appendix B1 and described above in the PCA section of this Example.

Appendix C2 shows an SVM model of a classification model for classifying benign and malignant samples. Such an SVM model may be used with a 340×340 transformation matrix shown in Appendix B2 and described above in the PCA section of this Example.

Appendix C3 shows an SVM model of a classification model for classifying early and late samples. Such an SVM model may be used with a 340×340 transformation matrix shown in Appendix B3 and described above in the PCA section of this Example.

Training

We next trained the SVM by iterative reduction of dimensions until a minimal set of PCs was found that resulted in maximal classifying performance (SVM model). This step is optional and is not strictly required.

The maximal classifying performance could comprise identical or similar performance compared to SVM analysis using the all or substantially all of the principal components (i.e., un-reduced). Performance may be assessed by any one or more, preferably all, of sensitivity, specificity, PPV, NPV, accuracy, true negatives (TN), false negatives (FN), false positives (FP) and true positives (TP).

The training process was done using the dataset comprising the concentrations of the 340 lipids shown in Table D3. The SVM models resulting from the SVM analysis conducted above using the training sets are set out in the Appendices and are described below and in the detailed description above.

Note that SVMs are binary classifiers. Thus, the above process was repeated to build SVM models for classification of patient vs. control (Patient/Control), i.e., diseased vs Normal, malignant vs. benign (Malignant/Benign) forms of cancers. A sequential arrangement of such binary classifiers can then be used for classification of samples from selected populations.

The cumulative performance of each of the classification models, as assessed by sensitivity, specificity, PPV and NPV, is shown in Appendices E1, E2 and E3. Appendix E1 shows the cumulative performance of a classification model (340 lipids) for normal versus diseased, by the number of principal components. Appendix E2 shows the cumulative performance of a classification model (340 lipids) for benign versus malignant, by the number of principal components. Appendix E3 shows the cumulative performance of a classification model (340 lipids) for early versus late, by the number of principal components. Rows in italics show the number of principal components required for a classification model which has identical performance compared to SVM analysis using the all the principal components.

In the case of the classification model for normal and diseased, maximal classifying performance may be obtained using 85 principal components. Appendix C4 shows the resulting SVM model. Such an SVM model may be used with a 340×85 transformation matrix comprising the first 85 columns of a matrix shown in Appendix B1 for classifying normal and diseased samples.

In the case of the classification model for benign and malignant, maximal classifying performance may be obtained using 87 principal components. Appendix C5 shows the resulting SVM model. Such an SVM model may be used with a 340×87 transformation matrix comprising the first 87 columns of a matrix shown in Appendix B2 for classifying benign and malignant samples.

In the case of the classification model for early and late, maximal classifying performance may be obtained using 44 principal components. Appendix C6 shows the resulting SVM model. Such an SVM model may be used with a 340×44 transformation matrix comprising the first 44 columns of a matrix shown in Appendix B3 for classifying early and late samples.

Example 11
Diagnostic Test for Ovarian Tumours: Model Results

The model showed the ability to discriminate the following conditions.

Normal vs Diseased

98 of the 99 diseased samples are predicted as samples from cancer patients and 36 out of the 39 controls are diagnosed as normal (FIG. 7A).

Benign vs Malignant

The power of the diagnostic tool can be appreciated from its ability to distinguish the benign from the malignant samples.

Of the 59 malignant, only 3 of the samples showed a false negative (FIG. 7B). The sensitivity, specificity and accuracy of this model are 95% (56 of 59), 83% (33 of 40) and 90% (89 of 99) (Table E5).

Early vs Late

Interestingly, the model is also able to show a good degree of classification between the early and the late stages of malignancy with 100% sensitivity (37 of 37), 82% specificity (18 of 22) and 93% accuracy (55 of 59) (FIG. 7C).

Normal or Benign vs Malignant

In a clinical scenario the benign growth is not considered life threatening and hence the lipid profiling is checked if it could also classify between the normal and the benign patients against the more drastic malignant cases.

The model shows that it is able to distinguish the malignancy from the rest of the samples with just 5 of the malignant samples falling in the false positive region (FIG. 7D). Malignancy could be distinguished from the rest of the samples with a specificity and sensitivity of 88% and 92%, respectively.

Benign vs Early

Moreover, the lipid profiling is also able to differentiate between benign and the early stages of cancer (FIG. 7E).

TABLE E5

Diagnostic Utility Matrix Analysis

Lipidomic

Cont +
CA125

Control
Benign
Early
Benign
Benign

Vs
Vs
Vs
Vs
Vs

Patient
Malignant
Late
Malignant
Malignant

True
98
56
37
52
43

Positive (TP)

True
36
33
18
73
31

Negative (TN)

False
3
7
4
6
9

Positive (FP)

False
1
3
0
7
15

Negative (FN)

Total
138
99
59
138
98

Sensitivity
98.99
94.92
100.00
88.14
74.14

Specificity
92.31
82.50
81.82
92.41
77.50

PPV
97.03
88.89
90.24
89.66
82.69

NPV
97.30
91.67
100.00
91.25
67.39

Accuracy
97.10
89.90
93.22
90.58
75.51

Prevalance
71.74
59.60
62.71
42.75
59.18

False
7.69
17.50
18.18
7.59
22.50

positive rate

False
1.01
5.08
0.00
11.86
25.86

Negative rate

Odds Ratio
1176.00
88.00

90.38
9.87

Cohens Kappa
0.93
0.79
0.85
0.84
0.50

Example 12
Diagnostic Test for Ovarian Tumours: Comparison of Model with CA125 Test

To determine whether lipidomic based approach offers a diagnostic advantage over the traditional CA125 test, the accuracy of these tests are compared.

The CA125 test which is gathered from the patients samples are analysed for their diagnostic ability. The same sets of samples are tested for the levels of CA125. The clinically approved level of 35 units/ml is taken as a cut-off to separate the benign from the malignant.

The CA125 test for discriminating between benign and malignancy showed a sensitivity of 74% (43 of 58), specificity of 78% (31 of 40) and accuracy of 76% (74 of 98). The positive predictive value for both the models are comparable but the negative predictive values showed superior performance of 92% when lipidomic based SVM is used as compared to just 59% for CA125. These values for CA125 are better than some of the reported diagnostic utility values for CA125.

Comparison between the models for various statistical diagnostic utility parameters based on SVM is summarized in Table E5. The lipid profiling based model showed superior prediction to differentiate between benign and malignant in comparison to the CA125 test. The model for the CA125 is moderate as the Cohen's Kappa value is only 0.5 as compared to 0.79 for the lipid profile based model which is considered substantial.

The receiver operating characteristics (ROC) curves for the models are plotted and all the models performed better (FIG. 8). The method for diagnosing the difference between benign and malignant also confirmed the superiority of the model over the CA125 test (FIG. 9).

Example 13
Diagnostic Test for Ovarian Tumours: Training and Deriving Minimal Principal Components

We further trained the SVM by iterative reduction of dimensions to determine the minimal number of principal components that would provide performance which is as good as or better compared to a CA-125 (Sensitivity=50%; Specificity=97.15%; PPV=17.24%; NPV=99.39%). For example, the number of principal components is chosen such that the model has a sensitivity and specificity which is higher than CA-125.

As described above in Example 10 (under Training), the cumulative performance of each of the classification models is set out in Appendices E1, E2 and E3. Rows in bold show the number of principal components required for a classification model which performs better than CA-125.

In the case of the classification model for normal and diseased, a classification model employing 10 principal components performs as well as or better than CA-125. Appendix C7 shows the resulting SVM model. Such an SVM model may be used with a 340×10 transformation matrix comprising the first 10 columns of a matrix shown in Appendix B1 for classifying normal and diseased samples.

In the case of the classification model for benign and malignant, maximal classifying performance may be obtained using 29 principal components. Appendix C8 shows the resulting SVM model. Such an SVM model may be used with a 340×29 transformation matrix comprising the first 29 columns of a matrix shown in Appendix B2 for classifying benign and malignant samples.

In the case of the classification model for early and late, maximal classifying performance may be obtained using 9 principal components. Appendix C9 shows the resulting SVM model. Such an SVM model may be used with a 340×9 transformation matrix comprising the first 9 columns of a matrix shown in Appendix B3 for classifying early and late samples.

Example 14
Diagnostic Test for Ovarian Tumours: Key Lipids

A major advantage of the targeted approach described here is its inherent foundation on a set of characterized lipid species. This is in complete contrast to previous proteomic studies which were based on pattern analysis of ions from largely unidentified and uncharacterized peptides.

Detailed comparison, using the Kruskal Wallis test (a non-parametric equivalence of ANOVA, FIG. 1), revealed a subset of ˜80 lipid (82) species which are sufficient to describe >99.9% of the variance between the different sets of cases and controls.

A further striking result which provides new information on potential association with ovarian cancer is the observation of mis-regulated choline lipids.

Based on the principal components and also by individual calculations of the differences, lipids responsible for the separation of controls from patients are identified.

Some of the few representative lipids are shown in FIG. 10. Contribution of the major lipid players in the diagnosis is depicted as a pie chart in FIG. 11. The lipids after removal of the standards and the backgrounds are narrowed down to 360 and is covered as a pie chart.

Percentages indicate the relative distribution among the 11 classes of lipids. The outer boundary of the chart depicts lyso (open) and non-lyso forms of lipids (filled). Only lipids with a difference and p<0.001 are shown. A blue circle indicates and increase in a particular lipid in malignant over benign forms of tumor while a red diamond reflects a decrease in the respective lipid in patient over control. Note the dramatic alterations of choline lipids (GPCho and SM) in plasma from patients with ovarian cancer. Some of the lipid species are represented as chemical structures. A list of the altered lipids between the cases and the controls is shown in Table E6.

TABLE E6

Lipids Responsible for Classification of Ovarian Cancers

Lipid
m/z
Benign
Malignant
p-value

1
GPA:36:0
703.8
29.71
80.76
<1.0E−06

2
GPA:16:0/22:5
721.8
65.75
187.84
<1.0E−06

3
GPA:38:0
731.8
44.66
109.80
<1.0E−06

4
GPGro:Lyso 16:0
483.4
89.99
175.45
<1.0E−06

5
GPGro:Lyso 18:0
511.4
89.22
186.02
<1.0E−06

6
GPGro:18:2/18:2
769.8
101.89
68.33
<1.0E−06

7
GPGro:18:0/18:0
777.8
57.67
175.25
<1.0E−06

8
GPEin:Lyso 18:2a
476.6
55.96
46.37
<1.0E−06

9
GPEtn:Lyso 18:1
478.4
61.14
53.12
<1.0E−06

10
GPEtn:Lyso 20:4
500.4
77.46
40.49
<1.0E−06

11
GPEtn:Lyso 22:6
524.4
96.20
51.64
<1.0E−06

12
GPCho:32:0a
734.6
106.21
125.10
<1.0E−06

13
GPCho:34:2e
744.6
81.22
65.69
<1.0E−06

14
GPCho:36:2a
786.6
90.83
81.70
<1.0E−06

15
GPCho:38:2a
814.6
103.44
127.24
<1.0E−06

16
Cer:d18:1/18:0
566.7
118.28
232.24
<1.0E−06

17
Cer:d18:1/20:0
594.7
96.63
172.62
<1.0E−06

18
Cer:d18:1/22:0
622.8
74.18
122.63
<1.0E−06

19
Cer:d18:1/24:1
648.9
84.79
167.95
<1.0E−06

20
SM:d18:1/18:0
731.8
120.26
154.36
<1.0E−06

21
SM:d18:1/22:0
787.9
89.88
88.01
<1.0E−06

22
SM:d18:1/24:1
813.9
106.69
132.41
<1.0E−06

23
GPA:36:1
701.8
15.82
47.90
1.0E−06

24
GPCho:36:3a
784.6
93.47
79.88
1.0E−06

25
GPCho:40:5p, 40:6e
820.6
126.80
91.35
1.0E−06

26
GPCho:40:6a
834.6
137.30
94.11
1.0E−06

27
SM:d18:1/26:0
843.9
135.42
92.25
1.0E−06

28
GPCho:Lyso 18:2
520.4
78.55
75.98
2.0E−06

29
GPCho:38:5a
808.6
117.55
86.87
3.0E−06

30
GPA:18:1/16:0
673.8
34.06
71.35
4.0E−06

31
Cer:d18:1/24:0
650.9
58.15
91.39
513E−06

32
GPCho:38:5p, 38:6e
792.6
113.63
89.05
6.0E−06

33
DiHexCer:d18:1/18:0
890.7
93.33
143.80
7.0E−06

34
GPGro:18:2/18:1
771.8
75.18
77.63
1.0E−05

35
GPCho:36:2p, 36:3e
770.6
93.96
80.83
1.0E−05

36
GPA:36:2
699.8
41.77
76.41
1.1E−05

37
GPCho:28:0a
678.5
62.22
69.74
1.2E−05

38
MonoHexCer:
728.7
78.23
130.92
1.3E−05

d18:1/18:0

39
MonoHexCer:
810.9
96.74
147.14
1.9E−05

d18:1/ 24:1

40
Cer:d18:1/16:0
538.7
109.71
152.16
2.6E−05

Interestingly some of the GPEtn are also shown to be altered. The ovarian cancers have been shown to have an altered phosphatidylcholine metabolism. These three lipids are tightly interlinked both in their biochemical, synthetic and regulatory pathways.

There are reports of increased levels of choline phospholipids in the cancer cells. This is due to the increased activities of choline kinase, phospholipase C and phospholipase D in these cancer tissues. The exact role of these enzymes in carcinogenesis is not studied exclusively and remains inconclusive till date.

The overall reduction of choline lipids is mirrored by an increase in ceramides (Cer) and glycosylated ceramides (HexCer) pointing to activation of hydrolases with are specific for choline headgroups such as phospholipase (PLD) and sphingomyelinases (SMases). Thus it could be predictive that the levels of the lipids in the blood of the individuals could be a representative profile of these lipids in comparison to that in the ovarian tissues.

There could be a leakage or intake of these lipids through the ovarian cancer cells to or from blood, thereby altering their levels. Or else it could be a secondary effect upon the vascular system coming in contact with these abnormally growing cells. Further investigation needs to be carried out to answer the origin of this choline containing species.

Example 15
Diagnostic Test for Ovarian Tumours: Analysis Using Lipid Subset

Example 14 demonstrates that a subset of ˜80 lipid (82) species is sufficient to describe >99.9% of the variance between the different sets of cases and controls.

These 82 lipids are set out in Table D2 above.

Corresponding classification models may be formed by applying PCA and SVM on a training dataset comprising concentrations of the 82 lipids shown in Table D2, using the methods described above.

The classification models are described in detail below. They may be used to classify normal vs diseased, benign vs malignant and early vs late, etc as described above. Accordingly, classification can be conducted by simply determining the concentrations of these 82 lipids in a biological sample from an individual and applying the classification methods described in this document.

Appendix B4 shows an 82×82 transformation matrix derived from PCA analysis of a dataset comprising lipid concentrations of the 82 lipids shown in Table D2 in normal and diseased samples. Appendix C10 shows a corresponding SVM model. The transformation matrix of Appendix B4 and the SVM model of Appendix C10 may be used as a classification model for classifying normal and diseased samples.

Appendix B5 shows an 82×82 transformation matrix derived from PCA analysis of a dataset comprising lipid concentrations of the 82 lipids shown in Table D2 in benign and malignant samples. Appendix C11 shows a corresponding SVM model. The transformation matrix of Appendix B5 and the SVM model of Appendix C11 may be used as a classification model for classifying benign and malignant samples.

Appendix B6 shows an 82×82 transformation matrix derived from PCA analysis of a dataset comprising lipid concentrations of the 82 lipids shown in Table D2 in early and late samples. Appendix C12 shows a corresponding SVM model. The transformation matrix of Appendix B6 and the SVM model of Appendix C12 may be used as a classification model for classifying benign and malignant samples.

Example 16
Diagnostic Test for Ovarian Tumours: Analysis Using Choline Lipids

Example 14 demonstrates that levels of choline lipids are associated with ovarian cancer.

Table D1 is a list of 77 choline lipid species, comprising phosphatidylcholines (GPCho) and sphingomyelins (SM).

Corresponding classification models may be formed by applying PCA and SVM on a training dataset comprising concentrations the 77 choline lipids shown in Table D1.

FIG. 12 shows a receiver operating characteristics (ROC) curve. The ROC curve compares the performance of a classification model derived from analysis of the 77 choline lipids (GPCho and SM) in Table D1 (dashed line) and a classification model derived from analysis of the 340 lipids in Table D3 (solid line).

The classification models are described in detail below. They may be used to classify normal vs diseased, benign vs malignant and early vs late, etc as described above. Accordingly, classification can be conducted by simply determining the concentrations of these 77 choline lipids in a biological sample from an individual and applying the classification methods described in this document.

Appendix B7 shows an 77×77 transformation matrix derived from PCA analysis of a dataset comprising lipid concentrations of the 77 choline lipids shown in Table D1 in normal and diseased samples. Appendix C13 shows a corresponding SVM model. The transformation matrix of Appendix B7 and the SVM model of Appendix C13 may be used as a classification model for classifying normal and diseased samples.

Appendix B8 shows an 77×77 transformation matrix derived from PCA analysis of a dataset comprising lipid concentrations of the 77 choline lipids shown in Table D1 in benign and malignant samples. Appendix C14 shows a corresponding SVM model. The transformation matrix of Appendix B8 and the SVM model of Appendix C14 may be used as a classification model for classifying benign and malignant samples.

Appendix B9 shows an 77×77 transformation matrix derived from PCA analysis of a dataset comprising lipid concentrations of the 77 choline lipids shown in Table D1 in early and late samples. Appendix C15 shows a corresponding SVM model. The transformation matrix of Appendix B9 and the SVM model of Appendix C15 may be used as a classification model for classifying benign and malignant samples.

Example 17
Diagnostic Test for Ovarian Tumours: Blinded Tests

To confirm our findings, we subsequently challenged our models to another set of independent 73 test samples which had been blinded before the prediction.

The analysis is done in a pseudo clinical setup in collaboration with the affiliated hospital. The samples are obtained in a set of 5 and the lipid extracts are carried out immediately after obtaining the samples. The lipids are analyzed on the mass spectrometry in a set of 10. This is to introduce day-to-day disparity in the extraction methods and also the mass spectrometry settings.

The prediction process is depicted in the flowchart shown in FIG. 13.

The demographic profiles of these 73 samples are depicted in Table E7.

TABLE E7

Demographic Profiling of Plasma Samples in Blinded Set

BLIND SAMPLES
Ave Age
Max
Min
Chinese
Malay
Indian
Other/NA
Sum

Control
NA
NA
NA
3
3
3
5
14

Patient
48
81
16
27
21
5
6
59

Benign
46
81
16
20
18
3
6
47

Malignant
49
74
16
7
3
2
0
12

Early
53
71
23
1
1
0
0
2

Late
47
74
16
6
2
2
0
10

73

BLIND SAMPLES
Benign
Malignant
Early
Late

Endometroid
11
2
1
1

Mucinous
8
5
1
4

Ser/Pap
8
3
0
3

Dermoid
11
0
0
0

Physiol/foll
1
0
0
0

other
8
2
0
2

Clear Cell
0
0
0
0

Mixed Germ
0
0
0
0

47
12
2
10

The blinded samples are passed through the SVM models which separated the samples into control, benign or malignant (FIG. 14).

In this scenario, a blinded sample passes through a maximum of 3 SVM models for full prediction. Each step makes a binary decision.

The first model (also known as “SVM-1”) predicts whether the sample shows ‘patient’ or ‘control’ characteristic.

If classified as ‘patient’ it will continue through a second model (also known as “SVM-2”) which predicts whether it is ‘benign’ or ‘malignant’.

The third SVM (also known as “SVM-3”) discriminates early vs. late stages.

Each of the blinded samples is passed through the predictors.

The predictions for all the 73 test samples are obtained and then the samples are un-blinded.

Example 18
Diagnostic Test for Ovarian Tumours: Blinded Tests Results

The lipidomic based biomarker is able to correctly diagnose 8 of the 11 malignant patients, 45 out of 48 benign patients and 10 out of 14 samples as normals. So in all 63 out of the 73 samples are predicted accurately. This rate of prediction seems to be quite reasonable.

The SVM also predicted the late from the early malignant samples but the number of malignant samples is observed to be very low and hence is not taken for statistical considerations. This is unavoidable as these sets of blinded samples are randomly separated from the original set of 211.

The prediction summary is depicted in Table E8.

TABLE E8

Prediction Summary for the Blinded Samples

Based on the SVM Models

Control
Benign
Early
Cont + Benign

Vs
Vs
Vs
Vs

Patient
Malignant
Late
Malignant

True Positive (TP)
55
8
1
8

True Negative (TN)
10
45
3
58

False Positive (FP)
4
3
5
4

False Negative (FN)
4
3
0
3

Total
73
59
9
73

Sensitivity
93.22
72.73
100.00
72.73

Specificity
71.43
93.75
37.50
93.55

PPV
93.22
72.73
16.67
66.67

NPV
71.43
93.75
100.00
95.08

Accuracy
89.04
89.83
44.44
90.41

The model is able to differentiate between the controls and the patients with a PPV and NPV of 93% (55 of 59) and 71% (10 of 14) with 89% accuracy (65 of 73), 93% sensitivity (55 of 59) and 71% specificity (10 of 14).

The predicted patients samples (59) are passed through the second predictor (SVM-2) to distinguish the benign from the malignant, the PPV and NPV obtained is 72% and 93% respectively with an accuracy of 89% (sensitivity 73%, specificity 94%).

The blinded samples are observed to have less number of malignant samples (11) and hence with this low number the third model (SVM-3) even though it is supposed to be a good predictor would not give a statistically significant data and hence is not used for prediction. Another model for the separation of the malignant from the controls and benign is able to give a PPV and NPV of 67% and 95% respectively with an accuracy of 90%.

Even though upon comparison between the model and the blinded samples, the blinded samples did not perform to the expectations, they still seem to justify the use of lipids as biomarker tools. This is so because the markers are able to differentiate between the benign against malignant cancer harboring patients which itself seems quite novel.

Example 19
Discussion

The goal of our study is not only to detect the patients from the normal but also to separate the benign from the malignant. This is because based on the present clinical scenario there are no available tools to identify the benign from the malignant unless the growth is surgically removed and goes to various pathological testing. We are able to do so and also extrapolate our model to separate the late from the early stages of malignancy. Our model worked very well in comparison to the CA125 test. Even though the CA125 showed slightly better performance than the previously reported work, it still could not match the performance of the lipid based biomarkers.

The strength of this method relies not only on using one set or class of biomarkers but a complete profile and then use it as a diagnostic tool. This reduces the room for error as the lipids which are screened as very high. Also the level of the sample that is needs for this type of analysis is very low.

As low as 50 μl of plasma sample which could be easily obtained from the patient is able to diagnose not only whether there is a formation of cyst but also whether this growth is benign or malignant. This will reduce the burden of the patients from going into unwanted surgical procedures and trauma. It could be emphasized that the CA125 in conjunction with the lipid based biomarker and the TVU could also increase then have a very good predictive rate.

This methodology of using MRM for the analysis is novel and there have been no reports to our knowledge to date which uses this robust way of quantification of lipids. This methodology seems superior to the semi-quantitative analysis using the lipid spectra as the spectra could be a mix of more than one species. And also one would need to do further studies to confirm the presence of the regulated species. This makes it less clinically significant.

In conclusion, the lipidomic based biomarker profiling can not only be used for the ovarian cancer but can be extrapolated to other pathological conditions.

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Menon, U. & Jacobs, I. Screening for ovarian cancer. Best. Pract. Res. Clin. Obstet. Gynaecol. 16, 469-482 (2002)

Merrill, A. H., Jr., Sullards, M. C., Allegood, J. C., Kelly, S., & Wang, E. Sphingolipidomics: high-throughput, structure-specific, and quantitative analysis of sphingolipids by liquid chromatography tandem mass spectrometry. Methods 36, 207-224 (2005).

Myher, J. J., Kuksis, A. 1995. Electrospray MS for lipid identification. INFORM. 6:1068-1072.

Noble, W. S. 2006. What is a support vector machine? Nat. Biotechnol. 24:1565-1567.

Okita, M., Gaudette, D. C., Mills, G. B., & Holub, B. J. Elevated levels and altered fatty acid composition of plasma lysophosphatidylcholine(lysoPC) in ovarian cancer patients! Int. J. Cancer 71, 31-34 (1997).

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Petricoin, E. F. et al. Use of proteomic patterns in serum to identify ovarian cancer. Lancet 359, 572-577 (2002).

Ramanadham, S., Hsu, F. F., Bohrer, A., Nowatzke, W., Ma, Z., Turk, J. 1998. Electrospray ionization mass spectrometric analyses of phospholipids from rat and human pancreatic islets and subcellular membranes: comparison to other tissues and implications for membrane fusion in insulin exocytosis. Biochemistry. 37:4553-4567.

Schneiter, R., Brugger, B., Sandhoff, R., Zellnig, G., Leber, A., Lampl, M., Athenstaedt, K., Hrastnik, C., Eder, S., Daum, G., Paltauf, F., Wieland, F. T., Kohlwein, S. D. 1999. Electrospray ionization tandem mass spectrometry (ESI-MS/MS) analysis of the lipid molecular species composition of yeast subcellular membranes reveals acyl chain-based sorting/remodeling of distinct molecular species en route to the plasma membrane. J. Cell. Biol. 146:741-754.

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Sutphen, R. et al. Lysophospholipids are potential biomarkers of ovarian cancer. Cancer Epidemiol. Biomarkers Prey. 13, 1185-1191 (2004).

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Each of the applications and patents mentioned in this document, and each document cited or referenced in each of the above applications and patents, including during the prosecution of each of the applications and patents (“application cited documents”) and any manufacturer's instructions or catalogues for any products cited or mentioned in each of the applications and patents and in any of the application cited documents, are hereby incorporated herein by reference. Furthermore, all documents cited in this text, and all documents cited or referenced in documents cited in this text, and any manufacturer's instructions or catalogues for any products cited or mentioned in this text, are hereby incorporated herein by reference.

Various modifications and variations of the described methods and system of the invention will be apparent to those skilled in the art without departing from the scope and spirit of the invention. Although the invention has been described in connection with specific preferred embodiments, it should be understood that the invention as claimed should not be unduly limited to such specific embodiments. Indeed, various modifications of the described modes for carrying out the invention which are obvious to those skilled in molecular biology or related fields are intended to be within the scope of the claims.

APPENDIX A

MRM Conditions for Lipids

A
B
C
D
E
F
G
H
I

1
Number
Parent
Daughter
Lipid Identification
Dwell
DP
EP
CE
CXP

Ion
Ion

(mSec)

2
1
409.4
255.3
409.4/255.3>GPA:Lyso 16:0
25
−110
−10
−40
−10

3
2
433.4
279.3
433.4/279.3>GPA:Lyso 18:2
25
−60
−10
−30
−6

4
3
435.4
281.3
435.4/281.3>GPA:Lyso 18:1
25
−120
−10
−30
−4

5
4
437.4
283.3
437.4/283.3>GPA:Lyso 18:0
25
−110
−10
−40
−5

6
5
451.4
297.3
451.4/283.3>GPA:Lyso 18:0
25
−70
−10
−30
−5

7
6
459.6
305.5
459.6/305.5>GPA:Lyso 20:3
25
−90
−10
−20
−24

8
7
461.6
307.5
461.6/307.5>GPA:Lyso 20:2
25
−80
−10
−40
−20

9
8
463.7
309.5
463.7/309.5>GPA:Lyso 20:1
25
−80
−10
−35
−8

10
9
465.7
311.5
465.7/311.5>GPA:Lyso 20:0
25
−80
−10
−30
−12

11
10
481.4
327.3
481.4/327.3>GPA:Lyso 22:6
25
−110
−10
−30
−4

12
11
483.4
329.3
483.4/329.3>GPA:Lyso 22:5
25
−60
−10
−20
−6

13
12
641.8
251.3
641.8/251.3>GPA:16:1/16:2
25
−140
−10
−40
−8

14
13
643.8
253.3
643.8/253.3>GPA:16:1/16:1
25
−60
−10
−70
−16

15
14
645.8
255.3
645.8/255.3>GPA:16:1/16:0
25
−120
−10
−40
−10

16
15
647.8
255.3
647.8/255.3>GPA:16:0/16:0
25
−120
−10
−50
−4

17
16
667.8
279.3
667.8/279.3>GPA:34:4
25
−160
−10
−70
−4

18
17
669.8
279.3
669.8/279.3>GPA:34:3
25
−100
−10
−50
−14

19
18
669.8
281.3
669.8/281.3>GPA:34:4
25
−140
−10
−40
−4

20
19
671.8
279.3
671.8/279.3>GPA:18:2/16:0
25
−80
−10
−40
−10

21
20
673.8
281.3
673.8/281.3>GPA:18:1/16:0
25
−140
−10
−50
−14

22
21
695.8
279.3
695.8/279.3>GPA:36:4
25
−140
−10
−40
−10

23
22
695.8
303.3
695.8/303.3>GPA:36:4
25
−60
−10
−40
−16

24
23
697.8
305.3
697.8/281.3>GPA:20:3/16:0
25
−100
−10
−50
−5

25
24
697.8
281.3
697.8/305.3>GPA:18:1/18:2
25
−160
−10
−50
−5

26
25
699.8
279.3
699.8/279.3>GPA:36:2
25
−140
−10
−40
−8

27
26
699.8
281.3
699.8/281.3>GPA:36:2
25
−160
−10
−50
−8

28
27
701.8
283.3
701.8/283.3>GPA:36:1
25
−200
−10
−50
−4

29
28
703.8
283.3
703.8/283.3>GPA:36:0
25
−180
−10
−50
−18

30
29
721.8
281.3
721.8/255.3>GPA:18:1/20:4
25
−200
−10
−50
−5

31
30
721.8
255.3
721.8/281.3>GPA:16:0/22:5
25
−140
−10
−50
−14

32
31
723.8
283.3
723.8/283.3>GPA:18:0/20:4
25
−200
−10
−50
−5

33
32
725.8
305.3
725.8/305.3>GPA:20:3/18:0
25
−200
−10
−40
−5

34
33
729.8
281.3
729.8/281.3>GPA:38:1
25
−100
−10
−70
−6

35
34
731.8
283.3
731.8/283.3>GPA:38:0
25
−140
−10
−50
−12

36
35
751.8
303.3
751.8/303.3>GPA:40:4
25
−160
−10
−40
−12

37
36
757.8
281.3
757.8/281.3>GPA:40:1
25
−180
−10
−50
−20

38
37
759.8
283.3
759.8/283.3>GPA:40:0
25
−60
−10
−60
−16

39
38
777.8
339.3
777.8/329.3>GPA:42:5
25
−160
−10
−40
−14

40
39
481.4
253.3
481.4/253.3>GPGro:Lyso 16:1
25
−80
−10
−30
−7

41
40
483.4
255.3
483.4/255.3>GPGro:Lyso 16:0
25
−70
−10
−40
−5

42
41
507.4
279.3
507.4/279.3>GPGro:Lyso 18:2
25
−60
−10
−40
−7

43
42
509.4
281.3
509.4/281.3>GPGro:Lyso 18:1
25
−60
−10
−40
−5

44
43
511.4
283.3
511.4/283.3>GPGro:Lyso 18:0
25
−70
−10
−40
−5

45
44
531.4
303.3
531.4/303.3>GPGro:Lyso 20:4
25
−60
−10
−30
−5

46
45
555.4
327.3
555.4/327.3>GPGro:Lyso 22:6
25
−100
−10
−30
−5

47
46
557.4
329.3
557.4/329.3>GPGro:Lyso 22:5
25
−80
−10
−30
−5

48
47
717.8
253.3
717.8/253.3>GPGro:16:1/16:1
25
−180
−10
−50
−8

49
48
719.8
253.3
719.8/253.3>GPGro:16:1/16:0
25
−70
−10
−50
−10

50
49
721.8
255.3
721.8/255.3>GPGro:16:0/16:0
25
−180
−10
−50
−4

51
50
743.8
279.3
743.8/279.3>GPGro:18:2/16:1
25
−180
−10
−50
−4

52
51
743.8
281.3
743.8/281.3>GPGro:18:1/16:2
25
−180
−10
−40
−14

53
52
745.8
279.3
745.8/279.3>GPGro:18:2/16:0
25
−160
−10
−40
−7

54
53
745.8
281.3
745.8/281.3>GPGro:18:1/16:1
25
−160
−10
−50
−10

55
54
747.8
281.3
747.8/255.2>GPGro:16:0/18:1
25
−60
−10
−50
−4

56
55
747.8
283.3
747.8/281.1>GPGro:16:0/18:1
25
−200
−10
−50
−5

57
56
749.8
283.3
749.8/283.3>GPGro:18:0/16:0
25
−200
−10
−40
−5

58
57
767.8
303.3
767.8/303.3>GPGro:20:4/16:1
25
−180
−10
−40
−14

59
58
769.8
279.3
769.8/279.3>GPGro:18:2/18:2
25
−110
−10
−50
−5

60
59
769.8
303.3
769.8/303.3>GPGro:20:4/16:0
25
−110
−10
−40
−5

61
60
771.8
279.3
771.8/279.3>GPGro:18:2/18:1
25
−180
−10
−50
−7

62
61
773.8
279.3
773.8/279.3>GPGro:18:2/18:0
25
−160
−10
−50
−5

63
62
773.8
281.3
773.8/281.3>GPGro:18:1/18:1
25
−180
−10
−50
−10

64
63
775.8
281.3
775.8/281.3>GPGro:18:1/18:0
25
−140
−10
−50
−10

65
64
777.8
283.3
777.8/283.3>GPGro:18:0/18:0
25
−140
−10
−50
−7

66
65
795.8
303.3
795.8/303.3>GPGro:20:4/18:1
25
−160
−10
−40
−6

67
66
797.8
303.3
797.8/303.3>GPGro:20:4/18:0
25
−140
−10
−50
−18

68
67
821.8
327.3
821.8/327.3>GPGro:22:6/18:0
25
−140
−10
−40
−7

69
68
823.8
329.3
823.8/329.3>GPGro:22:5/18:0
25
−140
−10
−50
−18

70
69
494.4
407.4
494.4/407.4>Lyso GPSer:16:1
25
−160
−10
−30
−4

71
70
490.4
409.4
490.4/409.4>Lyso GPSer:16:0
25
−110
−10
−20
−14

72
71
522.4
435.4
522.4/435.4>Lyso GPSer:18:1
25
−110
−10
−30
−10

73
72
524.4
437.4
524.4/437.4>Lyso GPSer:18:0
25
−110
−10
−30
−14

74
73
544.4
457.4
544.4/457.4>Lyso GPSer:20:4
25
−180
−10
−20
−7

75
74
570.4
483.4
570.4/483.4>Lyso GPSer:22:5
25
−140
−10
−50
−10

76
75
732.6
645.6
732.6/645.6>GPSer:32:1
25
−120
−10
−31
−15

77
76
734.6
647.6
734.6/647.6>GPSer:32:0
25
−120
−10
−31
−21

78
77
758.6
671.6
758.6/671.6>GPSer:34:2
25
−120
−10
−31
−18

79
78
760.8
673.8
760.8/673.8>GPSer:34:1
25
−80
−10
−30
−10

80
79
762.8
675.7
762.8/675.7>GPSer:34:0
25
−130
−10
−35
−15

81
80
782.6
695.7
782.6/695.7>GPSer:36:4
25
−120
−10
−35
−15

82
81
784.8
697.8
784.8/697.8>GPSer:36:3
25
−100
−10
−30
−14

83
82
780.8
699.8
780.8/699.8>GPSer:36:2
25
−60
−10
−30
−8

84
83
788.8
701.8
788.8/701.8>GPSer:36:1
25
−100
−10
−30
−8

85
84
790.8
703.8
790.8/703.8>GPSer:36:0
25
−80
−10
−30
−10

86
85
808.6
721.6
808.6/721.6>GPSer:38:6
25
−110
−10
−31
−15

87
86
810.8
723.8
810.8/723.8>GPSer:38:5
25
−70
−10
−30
−14

88
87
812.8
725.8
812.8/725.8>GPSer:38:4
25
−180
−10
−30
−10

89
88
814.6
727.6
814.6/727.6>GPSer:38:3
25
−110
−10
−35
−15

90
89
810.8
729.8
810.8/729.8>GPSer:38:2
25
−120
−10
−35
−15

91
90
818.8
731.8
818.8/731.8>GPSer:38:1
25
−120
−10
−33
−12

92
91
834.8
747.8
834.8/747.8>GPSer:40:6
25
−110
−10
−40
−8

93
92
830.8
749.8
830.8/749.8>GPSer:40:5
25
−110
−10
−30
−10

94
93
838.8
751.8
838.8/751.8>GPSer:40:4
25
−70
−10
−30
−6

95
94
840.6
753.7
840.6/753.7>GPSer:40:3
25
−110
−10
−35
−15

96
95
778.9
97
778.9/97>Sulfatide:16:0
25
−160
−10
−100
−5

97
96
800.9
97
800.9/97>Sulfatide:18:0
25
−170
−10
−120
−9

98
97
822.9
97
822.9/97>Sulfatide:18:0 (OH)
25
−100
−10
−120
−8

99
98
834.9
97
834.9/97>Sulfatide:20:0
25
−90
−10
−100
−20

100
99
850.9
97
850.9/97>Sulfatide:20:0 (OH)
25
−110
−10
−110
−8

101
100
862.9
97
862.9/97>Sulfatide:22:1
25
−90
−10
−120
−20

102
101
878.9
97
878.9/97>Sulfatide: 22:1 (OH)
25
−90
−10
−120
−8

103
102
888.9
97
888.9/97>Sulfatide:24:1
25
−90
−10
−120
−16

104
103
890.9
97
890.9/97>Sulfatide:24:0
25
−90
−10
−120
−16

105
104
900.7
97
900.7/97>Sulfatide:24:0 (OH)
25
−90
−10
−120
−20

106
105
1147
281.3
1147/281.3>CardioliGPInsn:52:3
25
−140
−10
−90
−6

107
106
1376
281.3
1376/281.3>CardioliGPInsn:66:2
25
−120
−10
−90
−5

108
107
1400
281.3
1400/281.3>CardioliGPInsn:68:4
25
−70
−10
−90
−13

109
108
1402
281.3
1402/281.3>CardioliGPInsn:68:3
25
−70
−10
−90
−10

110
109
1404
281.3
1404/281.3>CardioliGPInsn:68:2
25
−90
−10
−70
−12

111
110
1406
281.3
1406/281.3>CardioliGPInsn:68:1
25
−70
−10
−70
−12

112
111
1426
281.3
1426/281.3>CardioliGPInsn:70:5
25
−110
−10
−90
−12

113
112
1428
281.3
1428/281.3>CardioliGPInsn:70:4
25
−120
−10
−80
−10

114
113
1430
281.3
1430/281.3>CardioliGPInsn:70:3
25
−70
−10
−90
−11

115
114
1432
281.3
1432/281.3>CardioliGPInsn:70:2
25
−90
−10
−70
−12

116
115
1434
281.3
1434/281.3>CardioliGPInsn:70:1
25
−150
−10
−80
−13

117
116
1436
281.3
1436/281.3>CardioliGPInsn:70:0
25
−90
−10
−90
−8

118
117
430.6
190.1
430.6/190.1>Lyso GPEtn:Lyso16:1e/16:0p
25
−110
−10
−30
−10

119
118
450.4
190.1
450.4/190.1>Lyso GPEtn:Lyso 16:1
25
−100
−10
−30
−10

120
119
452.4
190.1
452.4/190.1>Lyso GPEtn:Lyso 16:0
25
−110
−10
−30
−8

121
120
462.4
190.1
462.4/190.1>Lyso GPEtn:Lyso18:2e/18:1p
25
−160
−10
−35
−8

122
121
464.5
190.1
464.5/190.1>Lyso GPEtn:Lyso18:1e/18:0p
25
−160
−10
−35
−8

123
122
470.6
190.1
470.6/190.1>Lyso GPEtn:Lyso18:2a
25
−140
−10
−25
−16

124
123
478.4
190.1
478.4/190.1>Lyso GPEtn:Lyso 18:1
25
−100
−10
−30
−7

125
124
480.4
190.1
480.4/190.1>Lyso GPEtn:Lyso 18:0
25
−100
−10
−40
−7

126
125
492.5
190.1
492.5/190.1>Lyso GPEtn:Lyso20:1e/20:0p
25
−70
−10
−40
−12

127
126
500.4
190.1
500.4/190.1>Lyso GPEtn:Lyso 20:4
25
−110
−10
−30
−10

128
127
524.4
190.1
524.4/190.1>Lyso GPEtn:Lyso 22:6
25
−100
−10
−30
−18

129
128
688.6
190.1
688.6/190.1>GPEtn:16:0/16:1
25
−145
−10
−63
−6

130
129
690.7
190.1
690.7/190.1>GPEtn 16:0/16:0
25
−145
−10
−63
−6

131
130
698.6
190.1
698.6/190.1>GPEtn:34:2p, 34:3e
25
−145
−10
−63
−6

132
131
700.6
190.1
700.6/190.1>GPEtn:34:1p, 34:2e
25
−145
−10
−63
−9

133
132
702.6
190.1
702.6/190.1>GPEtn:34:0p, 34:1e
25
−145
−10
−63
−6

134
133
710.8
190.1
710.8/190.1>GPEtn:18:1/16:1
25
−70
−10
−50
−6

135
134
712.8
190.1
712.8/190.1>GPEtn:18:2/16:1
25
−110
−10
−40
−14

136
135
714.8
190.1
714.7/190.1>GPEtn:18:1/16:1
25
−60
−10
−50
−10

137
136
710.8
190.1
710.7/190.1>GPEtn:18:1/16:0
25
−140
−10
−60
−14

138
137
718.6
190.1
718.6/190.1>GPEtn:18:0/16:0
25
−145
−10
−60
−30

139
138
722.6
190.1
722.6/190.1>GPEtn:36:4p
25
−175
−10
−63
−6

140
139
724.6
190.1
724.6/190.1>GPEtn:36:3p, 36:4e
25
−145
−10
−63
−6

141
140
720.6
190.1
720.6/190.1>GPEtn:36:2p, 36:3e
25
−145
−10
−63
−6

142
141
728.6
190.1
728.6/190.1>GPEtn:36:1p, 36:2e
25
−170
−10
−63
−21

143
142
738.8
190.1
738.8/190.1>GPEtn:20:4/16:0
25
−100
−10
−50
−5

144
143
740.8
190.1
740.8/190.1>GPEtn:18:2/18:1
25
−80
−10
−50
−14

145
144
742.8
190.1
742.8/190.1>GPEtn:18:1/18:1
25
−120
−10
−50
−10

146
145
744.6
190.1
744.6/190.1>GPEtn:18:0/18:1
25
−185
−10
−50
−9

147
146
740.8
190.1
740.8/190.1>GPEtn:18:0/18:0
25
−60
−10
−40
−10

148
147
748.6
190.1
748.6/190.1>GPEtn:38:5p, 38:6e
25
−170
−10
−63
−6

149
148
750.6
190.1
750.6/190.1>GPEtn:38:4p, 38:5e
25
−175
−10
−63
−6

150
149
752.6
190.1
752.6/190.1>GPEtn:38:3p, 38:4e
25
−175
−10
−63
−6

151
150
754.6
190.1
754.6/190.1>GPEtn:38:2p, 38:3e
25
−170
−10
−60
−6

152
151
750.6
190.1
750.6/190.1>GPEtn:38:1p, 38:2e
25
−145
−10
−63
−18

153
152
762.8
190.1
762.8/190.1>GPEtn:20:4/18:2
25
−100
−10
−50
−10

154
153
764.8
190.1
764.8/190.1>GPEtn:20:4/18:1
25
−110
−10
−50
−8

155
154
760.8
190.1
760.8/190.1>GPEtn:20:4/18:0
25
−140
−10
−60
−6

156
155
768.8
190.1
768.8/190.1>GPEtn:20:3/18:0
25
−120
−10
−60
−10

157
156
770.6
190.1
770.6/190.1>GPEtn:20:2/18:0
25
−175
−10
−63
−6

158
157
772.6
190.1
772.6/190.1>GPEtn:20:1/18:0
25
−145
−10
−60
−6

159
158
770.6
190.1
770.6/190.1>GPEtn:40:5p, 40:6e
25
−170
−10
−63
−21

160
159
778.6
190.1
778.6/190.1>GPEtn:40:4p, 40:5e
25
−170
−10
−63
−18

161
160
780.6
190.1
780.6/190.1>GPEtn:40:3p, 40:4e
25
−170
−10
−66
−6

162
161
784.6
190.1
784.6/190.1>GPEtn:40:1p, 40:2e
25
−170
−10
−60
−21

163
162
788.8
190.1
788.8/190.1>GPEtn:22:4/18:3
25
−70
−10
−50
−6

164
163
790.8
190.1
790.8/190.1>GPEtn:22:4/18:2
25
−110
−10
−50
−10

165
164
792.6
190.1
792.6/190.1>GPEtn:40:5a
25
−145
−10
−63
−21

166
165
794.6
190.1
794.6/190.1>GPEtn:40:4a
25
−175
−10
−60
−21

167
166
790.8
190.1
790.8/190.1>GPEtn:40:3a
25
−145
−10
−63
−6

168
167
798.6
190.1
798.6/190.1>GPEtn:40:2a
25
−170
−10
−63
−18

169
168
569.4
241.1
569.4/241.1>GPIns:Llyso 16:1
25
−120
−10
−47.5
−5

170
169
571.3
241.1
571.3/241.1>GPIns:Lyso 16:0
25
−120
−10
−47.5
−5

171
170
595.4
241.1
595.4/241.1>GPIns:Lyso 18:2
25
−140
−10
−47.5
−5

172
171
597.4
241.1
597.4/241.1>GPIns:Lyso 18:1
25
−140
−10
−47.5
−5

173
172
599.4
241.1
599.4/241.1>GPIns:Lyso 18:0
25
−140
−10
−47.5
−5

174
173
619.5
241.1
619.5/241.1>GPIns:Lyso 20:4
25
−140
−10
−47.5
−5

175
174
621.5
241.1
621.5/241.1>GPIns:Lyso 20:3
25
−140
−10
−47.5
−5

176
175
623.5
241.1
623.5/241.1>GPIns:Lyso 20:2
25
−140
−10
−47.5
−5

177
176
625.5
241.1
625.5/241.1>GPIns:Lyso 20:1
25
−140
−10
−47.5
−5

178
177
627.5
241.1
627.5/241.1>GPIns:Lyso 20:0
25
−140
−10
−47
−5

179
178
679.5
241.1
679.5/241.1>GPIns:Lyso 24:2
25
−120
−10
−50
−5

180
179
835.7
241.1
835.7/241.1>GPIns:34:1
25
−175
−10
−60
−5

181
180
857.7
241.1
857.7/241.1>GPIns:36:4
25
−180
−10
−60
−5

182
181
859.8
241.1
859.8/241.1>GPIns:36:3
25
−180
−10
−60
−5

183
182
861.8
241.1
861.8/241.1>GPIns:36:2
25
−180
−10
−60
−5

184
183
863.8
241.1
863.7/241.1>GPIns:36:1
25
−180
−10
−60
−5

185
184
865.8
241.1
865.8/241.1>GPIns:36:0
25
−100
−10
−65
−9

186
185
873.8
241.1
873.8/241.1>GPIns:37:3
25
−180
−10
−60
−5

187
186
883.8
241.1
883.8/241.1>GPIns:38:5
25
−180
−10
−60
−5

188
187
885.8
241.1
885.8/241.1>GPIns:38:4
25
−180
−10
−60
−5

189
188
887.8
241.1
887.8/241.1>GPIns:38:3
25
−180
−10
−60
−5

190
189
889.8
241.1
889.8/241.1>GPIns:38:2
25
−100
−10
−70
−6

191
190
891.8
241.1
891.8/241.1>GPIns:38:1
25
−100
−10
−75
−9

192
191
893.8
241.1
893.8/241.1>GPIns:38:0
25
−100
−10
−75
−9

193
192
909.8
241.1
909.8/241.1>GPIns:40:6
25
−180
−10
−62.5
−5

194
193
911.8
241.1
911.8/241.1>GPIns:40:5
25
−180
−10
−62.5
−5

195
194
913.8
241.1
913.8/241.1>GPIns:40:4
25
−180
−10
−62.5
−5

196
195
915.8
241.1
915.8/241.1>GPIns:40:3
25
−180
−10
−62.5
−5

197
196
917.8
241.1
917.8/241.1>GPIns:40:2
25
−145
−10
−65
−6

198
197
919.8
241.1
919.8/241.1>GPIns:40:1
25
−100
−10
−75
−9

199
198
963.9
241.1
963.9/241.1>GPInsP: 38:5
25
−165
−10
−62.5
−5

200
199
963.9
321.1
963.9/321.1>GPInsP: 38:5
25
−150
−10
−55
−5

201
200
965.9
241.1
965.9/241.1>GPInsP: 38:4
25
−165
−10
−62.5
−5

202
201
965.9
321.1
965.9/321.1>GPInsP: 38:4
25
−150
−10
−55
−5

203
202
967.9
241.1
967.9/241.1>GPInsP: 38:3
25
−195
−10
−62.5
−5

204
203
967.9
321.1
967.9/321.1>GPInsP: 38:3
25
−150
−10
−55
−5

205
204
1045.9
241.1
1045.9/241.1>GPInsP2: 38:4
25
−150
−10
−75
−5

206
205
1045.9
321.1
1045.9/321.1>GPInsP2: 38:4
25
−175
−10
−63
−5

207
206
1045.9
401.1
1045.9/401.1>GPInsP2: 38:4
25
−175
−10
−50
−5

208
207
1047.9
321.1
1047.9/321.1>GPInsP2: 38:3
25
−175
−10
−63
−5

209
208
1047.9
401.1
1047.9/401.1>GPInsP2: 38:3
25
−175
−10
−52.5
−5

210
209
1047.9
241.1
1047.9/241.1>GPInsP2: 38:3
25
−175
−10
−75
−5

211
210
1125.9
241.1
1125.9/241.1>GPInsP3: 38:4
25
−150
−10
−75
−5

212
211
1125.9
321.1
1125.9/321.1>GPInsP3: 38:4
25
−150
−10
−75
−5

213
212
1125.9
401.1
1125.9/401.1>GPInsP3: 38:4
25
−150
−10
−75
−5

214
213
1125.9
481.1
1125.9/481.1>GPInsP3: 38:4
25
−150
−10
−75
−5

215
214
835.8
281.1
835.7/281.1>GPIns:34:1
25
−130
−10
−60
−5

216
215
821.8
241.1
821.8/241.1>GPIns: 34:1
25
−175
−10
−65
−5

217
216
494.4
184.1
494.4/184.1>GPCho:Lyso 16:1
25
110
10
30
10

218
217
490.4
184.1
490.4/184.1>GPCho:Lyso 16:0
25
110
10
40
35

219
218
520.4
184.1
520.4/184.1>GPCho:Lyso 18:2
25
110
10
30
15

220
219
522.4
184.1
522.4/184.1>GPCho:Lyso 18:1
25
110
10
40
10

221
220
524.4
184.1
524.4/184.1>GPCho:Lyso 18:0
25
110
10
40
35

222
221
544.4
184.1
544.4/184.1>GPCho:Lyso 20:4
25
100
10
30
10

223
222
568.4
184.1
568.4/184.1>GPCho:Lyso 22:6
25
110
10
30
35

224
223
570.4
184.1
570.4/184.1>GPCho:Lyso 22:5
25
110
10
40
30

225
224
678.5
184.1
678.5/184.1>GPCho:28:0
25
130
10
38
32

226
225
678.5
184.1
678.5/184.1>GPCho:28:0a
25
100
10
46
30

227
226
704.6
184.1
704.6/184.1>GPCho:30:1a
25
100
10
48
20

228
227
700.6
184.1
700.6/184.1>GPCho:30:0a
25
110
10
46
30

229
228
718.6
184.1
718.6/184.1>GPCho:32:0p, 32:1e
25
130
10
38
32

230
229
730.8
184.1
730.8/184.1>GPCho:32:2
25
110
10
40
35

231
230
732.6
184.1
732.6/184.1>GPCho:32:1a
25
120
10
48
15

232
231
734.6
184.1
734.6/184.1>GPCho:32:0a
25
120
10
46
15

233
232
742.6
184.1
742.6/184.1>GPCho:34:2p, 34:3e
25
140
10
46
32

234
233
744.6
184.1
744.6/184.1>GPCho:34:1p, 34:2e
25
130
10
38
32

235
234
740.6
184.1
740.6/184.1>GPCho:34:0p, 34:1e
25
120
10
46
32

236
235
748.6
184.1
748.6/184.1>GPCho:34:0e
25
120
10
46
32

237
236
750.6
184.1
750.6/184.1>GPCho:34:3a
25
120
10
46
20

238
237
758.7
184.1
758.7/184.1>GPCho:34:2a
25
120
10
46
15

239
238
760.6
184.1
760.6/184.1>GPCho:34:1a
25
120
10
46
15

240
239
762.6
184.1
762.6/184.1>GPCho:34:0a
25
100
10
46
15

241
240
768.6
184.1
768.6/184.1>GPCho:36:3p, 36:4e
25
120
10
46
30

242
241
770.6
184.1
770.6/184.1>GPCho:36:2p, 36:3e
25
120
10
46
30

243
242
772.6
184.1
772.6/184.1>GPCho:36:1p, 36:2e
25
120
10
46
30

244
243
774.6
184.1
774.6/184.1>GPCho:36:0p, 36:1e
25
120
10
46
30

245
244
782.6
184.1
782.6/184.1>GPCho:36:4a
25
90
10
46
15

246
245
784.6
184.1
784.6/184.1>GPCho:36:3a
25
90
10
46
15

247
246
780.6
184.1
780.6/184.1>GPCho:36:2a
25
90
10
46
15

248
247
788.6
184.1
788.6/184.1>GPCho:36:1a
25
100
10
46
15

249
248
790.8
184.1
790.8/184.1>GPCho:36:0
25
100
10
40
35

250
249
792.6
184.1
792.6/184.1>GPCho:38:5p, 38:6e
25
120
10
46
30

251
250
794.6
184.1
794.6/184.1>GPCho:38:4p, 38:5e
25
120
10
46
30

252
251
790.6
184.1
790.6/184.1>GPCho:38:3p, 38:4e
25
120
10
46
30

253
252
798.6
184.1
798.6/184.1>GPCho:38:2p, 38:3e
25
120
10
46
30

254
253
800.6
184.1
800.6/184.1>GPCho:38:1p, 38:2e
25
120
10
46
30

255
254
808.6
184.1
808.6/184.1>GPCho:38:5a
25
100
10
46
15

256
255
810.6
184.1
810.6/184.1>GPCho:38:4a
25
100
10
46
15

257
256
812.6
184.1
812.6/184.1>GPCho:38:3a
25
110
10
46
15

258
257
814.6
184.1
814.6/184.1>GPCho:38:2a
25
110
10
46
15

259
258
810.6
184.1
810.6/184.1>GPCho:38:1a
25
110
10
46
15

260
259
820.6
184.1
820.6/184.1>GPCho:40:5p, 40:6e
25
120
10
46
30

261
260
822.6
184.1
822.6/184.1>GPCho:40:4p, 40:5e
25
120
10
46
30

262
261
824.6
184.1
824.6/184.1>GPCho:40:3p, 40:4e
25
130
10
46
30

263
262
820.6
184.1
820.6/184.1>GPCho:40:2p, 40:3e
25
130
10
46
30

264
263
828.6
184.1
828.6/184.1>GPCho:40:1p, 40:2e
25
130
10
50
30

265
264
834.8
184.1
834.6/184.1>GPCho:40:6a
25
110
10
50
10

266
265
830.6
184.1
830.6/184.1>GPCho:40:5a
25
110
10
44
15

267
266
838.6
184.1
838.6/184.1>GPCho:40:4a
25
110
10
46
15

268
267
701.5
184.1
701.5/184.1>SM:18/16:1
25
110
10
44
15

269
268
703.5
184.1
703.5/184.1>SM:18/16:0
25
120
10
44
15

270
269
703.8
184.1
703.8/184.4>SM:d18:1/16:0
25
110
10
40
35

271
270
705.8
184.1
705.8/184.4>SM: d18:0/16:0
25
90
10
40
15

272
271
727.6
184.1
727.6/184.1>SM:18/18:2
25
120
10
40
32

273
272
729.6
184.1
729.6/184.1>SM:18/18:1
25
120
10
44
10

274
273
731.6
184.1
731.6/184.1>SM:18/18:0
25
110
10
46
15

275
274
731.8
184.1
731.8/184.4>SM: d18:1/18:0
25
110
10
40
35

276
275
733.8
184.1
733.8/184.4>SM: d18:0/ 18:0
25
110
10
40
35

277
276
757.6
184.1
757.6/184.1>SM:18/20:1
25
110
10
46
46

278
277
759.6
184.1
759.6/184.1>SM:18/20:0
25
110
10
42
34

279
278
759.8
184.1
759.8/184.4>SM: d18:1/20:0
25
90
10
40
30

280
279
761.8
184.1
761.8/184.4>SM: d18:0/20:0
25
90
10
40
10

281
280
773.6
184.1
773.6/184.1>SM:18/21:0
25
110
10
44
34

282
281
787.6
184.1
787.6/184.1>SM:18/22:0
25
110
10
42
10

283
282
787.9
184.1
787.9/184.4>SM: d18:1/22:0
25
90
10
40
15

284
283
789.9
184.1
789.9/184.4>SM: d18:0/22:0
25
90
10
40
20

285
284
813.6
184.1
813.6/184.1>SM:18/24:1
25
110
10
42
10

286
285
813.9
184.1
813.9/184.4>SM: d18:1/24:1
25
100
10
40
15

287
286
815.6
184.1
815.6/184.1>SM:18/24:0
25
150
10
44
34

288
287
815.9
184.1
815.9/184.4>SM: d18:0/24:1
25
50
10
40
35

289
288
817.9
184.1
817.9/184.4>SM: d18:0/24:0
25
30
10
50
10

290
289
841.9
184.1
841.9/184.4>SM: d18:1/26:1
25
50
10
50
15

291
290
843.9
184.1
843.9/184.4>SM: d18:0/26:1
25
50
10
50
15

292
291
843.9
184.1
843.9/184.4>SM: d18:1/26:0
25
50
10
50
15

293
292
845.9
184.1
845.9/184.4>SM: d18:0/26:0
25
30
10
50
30

294
293
538.7
264.4
538.7/264.4>Cer: d18:1/16:0
25
100
10
40
25

295
294
540.7
260.4
540.7/260.4>Cer: d18:0/ 16:0
25
40
10
40
15

296
295
560.7
264.4
560.7/264.4>Cer: d18:1/18:0
25
90
10
40
20

297
296
568.7
260.4
568.7/260.4>Cer: d18:0/18:0
25
70
10
50
25

298
297
594.7
264.4
594.7/264.4>Cer: d18:1/20:0
25
100
10
40
15

299
298
590.7
260.4
590.7/260.4>Cer: d18:0/20:0
25
50
10
20
15

300
299
622.8
264.4
622.8/264.4>Cer: d18:1/22:0
25
110
10
30
10

301
300
624.8
260.4
624.8/260.4>Cer: d18:0/22:0
25
90
10
20
15

302
301
648.9
264.4
648.9/264.4>Cer: d18:1/24:1
25
110
10
50
15

303
302
650.9
260.4
650.9/260.4>Cer: d18:0/24:1
25
70
10
40
10

304
303
650.9
264.4
650.9/264.4>Cer: d18:1/24:0
25
60
10
40
10

305
304
652.9
260.4
652.9/260.4>Cer: d18:0/24:0
25
40
10
50
30

306
305
670.9
264.4
670.9/264.4>Cer: d18:1/26:1
25
110
10
30
35

307
306
678.9
260.4
678.9/260.4>Cer: d18:0/26:1
25
110
10
60
10

308
307
678.9
264.4
678.9/264.4>Cer: d18:1/26:0
25
20
10
20
25

309
308
680.9
260.4
680.9/260.4>Cer: d18:0/26:0
25
60
10
20
15

310
309
862.7
264.4
700.7/264.4>MonoHexCer: d18:1/16:0
25
110
10
70
15

311
310
864.7
260.4
702.7/260.4>MonoHexCer: d18:0/16:0
25
80
10
40
15

312
311
890.7
264.4
728.7/264.4>MonoHexCer: d18:1/18:0
25
100
10
50
15

313
312
892.7
260.4
730.7/260.4>MonoHexCer: d18:0/18:0
25
20
10
30
15

314
313
918.7
264.4
750.7/264.4>MonoHexCer: d18:1/20:0
25
100
10
60
25

315
314
920.7
260.4
758.7/260.4>MonoHexCer: d18:0/20:0
25
40
10
20
10

316
315
940.8
264.4
784.8/264.4>MonoHexCer: d18:1/22:0
25
70
10
80
25

317
316
948.8
260.4
780.8/260.4>MonoHexCer: d18:0/22:0
25
60
10
50
10

318
317
972.9
264.4
810.9/264.4>MonoHexCer: d18:1/24:1
25
40
10
80
20

319
318
974.9
260.4
812.9/260.4>MonoHexCer: d18:0/24:1
25
40
10
50
30

320
319
974.9
264.4
812.9/264.4>MonoHexCer: d18:1/24:0
25
110
10
60
30

321
320
970.9
260.4
814.9/260.4>MonoHexCer: d18:0/24:0
25
60
10
70
15

322
321
1000.9
264.4
838.9/264.4>MonoHexCer: d18:1/26:1
25
80
10
100
15

323
322
1002.9
260.4
840.9/260.4>MonoHexCer: d18:0/26:1
25
30
10
80
20

324
323
1002.9
264.4
840.9/264.4>MonoHexCer: d18:1/26:0
25
20
10
70
15

325
324
1004.9
260.4
842.9/260.4>MonoHexCer: d18:0/26:0
25
20
10
40
25

326
325
700.7
264.4
862.7/264.4>DiHexCer: d18:1/16:0
25
90
10
70
10

327
326
702.7
260.4
864.7/260.4>DiHexCer: d18:0/16:0
25
60
10
40
40

328
327
728.7
264.4
890.7/264.4>DiHexCer: d18:1/18:0
25
110
10
50
15

329
328
730.7
260.4
892.7/260.4>DiHexCer: d18:0/18:0
25
110
10
60
15

330
329
750.7
264.4
918.7/264.4>DiHexCer: d18:1/20:0
25
110
10
50
25

331
330
758.7
260.4
920.7/260.4>DiHexCer: d18:0/20:0
25
60
10
60
20

332
331
784.8
264.4
940.8/264.4>DiHexCer: d18:1/22:0
25
110
10
50
15

333
332
780.8
260.4
948.8/260.4>DiHexCer: d18:0/22:0
25
110
10
30
25

334
333
810.9
264.4
972.9/264.4>DiHexCer: d18:1/24:1
25
110
10
50
10

335
334
812.9
260.4
974.9/260.4>DiHexCer: d18:0/24:1
25
110
10
50
15

336
335
812.9
264.4
974.9/264.4>DiHexCer: d18:1/24:0
25
100
10
70
15

337
336
814.9
260.4
970.9/260.4>DiHexCer: d18:0/24:0
25
110
10
50
20

338
337
838.9
264.4
1000.9/264.4>DiHexCer: d18:1/26:1
25
110
10
70
10

339
338
840.9
260.4
1002.9/260.4>DiHexCer: d18:0/26:1
25
80
10
50
40

340
339
840.9
264.4
1002.9/264.4>DiHexCer: d18:1/26:0
25
90
10
60
10

341
340
842.9
260.4
1004.9/260.4>DiHexCer: d18:0/26:0
25
100
10
50
15

APPENDIX B1

PCA Transformation Matrix(340 × 340; Normal/Diseased)

A
B
C
D
E
F
G
H
I
J
K

1
409.4/255.3>GPA:Lyso 16:0
−0.072048
−0.00426
−0.042817
0.032854
0.11006
−0.10195
0.076834
0.028175
−0.019868
−0.017638

2
433.4/279.3>GPA:Lyso 18:2
−0.035066
−0.063365
−0.017437
0.044861
0.064352
−0.167764
0.013261
−0.000074
0.010433
−0.013335

3
435.4/281.3>GPA:Lyso 18:1
−0.056634
−0.044772
−0.039474
0.045356
0.080659
−0.117163
0.056561
0.001126
−0.008704
−0.022679

4
437.4/283.3>GPA:Lyso 18:0
−0.007636
0.039643
0.042319
−0.00977
0.108663
−0.037898
0.086333
0.075763
−0.08075
0.036092

5
451.4/283.3>GPA:Lyso 18:0
−0.014777
−0.031643
0.0065
−0.019739
0.044187
−0.010991
0.051433
0.106384
0.031394
−0.007591

6
459.6/305.5>GPA:Lyso 20:3
−0.040964
−0.039208
−0.028496
0.04662
0.040847
−0.114979
0.057059
−0.071661
0.002444
−0.111178

7
461.6/307.5>GPA:Lyso 20:2
−0.028006
−0.075177
−0.025667
0.039713
0.049349
−0.103468
0.051128
0.042746
0.029812
−0.01215

8
463.7/309.5>GPA:Lyso 20:1
−0.031997
0.009277
0.026591
0.013594
0.040224
−0.090638
0.071173
0.017222
−0.037193
0.06109

9
465.7/311.5>GPA:Lyso 20:0
−0.016862
0.047787
0.051026
−0.050398
0.07988
−0.010457
0.06937
0.053529
−0.076138
0.022603

10
481.4/327.3>GPA:Lyso 22:6
−0.032556
−0.042662
−0.061918
0.046493
0.100567
−0.088525
−0.01486
−0.057974
0.035431
−0.033435

11
483.4/329.3>GPA:Lyso 22:5
−0.030836
−0.018643
0.004653
−0.001132
0.063362
−0.043828
0.04747
−0.053662
0.049149
−0.102141

12
641.8/251.3>GPA:16:1/16:2
−0.018894
−0.018285
0.027543
−0.008563
0.00197
0.016319
−0.028362
0.131618
0.026615
0.059507

13
643.8/253.3>GPA:16:1/16:1
−0.006985
0.015067
0.03653
0.030993
0.005512
0.031601
−0.1831
0.102
−0.133189
−0.125881

14
645.8/255.3>GPA:16:1/16:0
−0.013851
0.015549
0.042855
0.022986
0.006604
0.023559
−0.170191
0.09903
−0.143931
−0.128949

15
647.8/255.3>GPA:16:0/16:0
−0.078796
−0.026833
0.076326
0.087226
0.0783
0.008389
−0.009498
0.000587
−0.020026
−0.061646

16
667.8/279.3>GPA:34:4
0.020465
−0.040376
0.031941
−0.032974
0.030055
−0.032117
0.021582
0.003465
−0.042322
0.089702

17
669.8/279.3>GPA:34:3
−0.045384
−0.042213
0.040502
−0.01318
0.018932
−0.107806
−0.043028
0.140045
−0.002021
−0.070259

18
669.8/281.3>GPA:34:4
−0.04093
0.019534
0.005895
−0.056502
0.063352
−0.037127
−0.034122
0.004551
−0.072166
−0.061272

19
671.8/279.3>GPA:18:2/16:0
−0.030903
−0.048813
0.035857
0.006967
0.106489
−0.099477
−0.027117
0.032328
0.028677
0.005248

20
673.8/281.3>GPA:18:1/16:0
−0.042018
−0.014759
0.141125
0.094768
0.016068
0.068523
−0.02725
−0.028771
−0.002549
−0.04011

21
695.8/279.3>GPA:36:4
−0.029587
−0.05738
0.011446
0.05299
0.055959
−0.145795
−0.009879
0.030282
0.031484
0.005711

22
695.8/303.3>GPA:36:4
−0.044102
−0.032315
0.058107
0.061533
0.130896
−0.002599
0.012977
−0.057517
0.036618
−0.016201

23
697.8/281.3>GPA:20:3/16:0
−0.046553
−0.047398
0.06244
0.062472
0.075453
0.00999
0.05207
−0.012027
0.019326
0.002573

24
697.8/305.3>GPA:18:1/18:2
−0.051341
−0.035914
0.066744
0.088874
0.034627
−0.079357
−0.008776
0.030632
0.013063
−0.043943

25
699.8/279.3>GPA:36:2
−0.046837
−0.043293
0.080797
0.094328
0.020705
−0.102537
−0.037823
0.010853
0.023238
−0.035109

26
699.8/281.3>GPA:36:2
−0.041674
−0.013144
0.137412
0.100488
0.008
0.074817
−0.004032
−0.0381
0.014054
−0.02506

27
701.8/283.3>GPA:36:1
−0.035301
−0.018798
0.145537
0.090519
0.013822
0.070913
0.010423
−0.055618
0.028019
−0.001949

28
703.8/283.3>GPA:36:0
−0.058367
0.006176
0.133949
0.078737
0.046965
0.030314
0.046898
−0.010892
−0.000127
−0.004419

29
721.8/255.3>GPA:18:1/20:4
−0.031432
−0.013205
0.117323
0.095899
0.048707
0.049778
−0.003407
−0.051558
0.047363
0.012026

30
721.8/281.3>GPA:16:0/22:5
−0.083459
0.077787
−0.008305
0.015057
0.068843
−0.022017
0.052255
0.074823
−0.016714
−0.006306

31
723.8/283.3>GPA:18:0/20:4
−0.034992
−0.022993
0.134417
0.097264
0.027253
0.079735
0.030017
−0.057089
0.011353
0.002234

32
725.8/305.3>GPA:20:3/18:0
−0.024214
−0.016708
0.109811
0.104044
0.01268
0.0471
0.042216
−0.077556
0.006282
−0.034525

33
729.8/281.3>GPA:38:1
−0.044266
−0.038759
0.144747
0.064692
0.024636
0.048153
0.002724
−0.037949
0.043655
−0.005229

34
731.8/283.3>GPA:38:0
−0.072558
0.021902
0.111198
0.070193
0.057878
0.013149
0.042976
0.012444
0.012906
−0.013929

35
751.8/303.3>GPA:40:4
0.029108
−0.100203
−0.018158
0.066195
0.015395
−0.03893
−0.044088
−0.034808
0.059295
−0.030363

36
757.8/281.3>GPA:40:1
−0.067035
−0.005102
0.092001
0.104874
−0.017357
0.06364
−0.004605
−0.041369
0.058509
0.035826

37
759.8/283.3>GPA:40:0
−0.056072
−0.014748
0.145774
0.054636
0.023937
0.058516
0.021256
−0.057024
0.024774
−0.015399

38
777.8/329.3>GPA:42:5
−0.017068
−0.031383
0.01114
−0.06618
0.050245
0.01312
0.008846
0.12386
0.04076
0.06802

39
481.4/253.3>GPGro:Lyso 16:1
−0.006328
0.031149
0.010807
−0.006771
0.099684
0.025747
0.073188
0.140166
0.046495
−0.030191

40
483.4/255.3>GPGro:Lyso 16:0
−0.062602
0.056927
−0.008244
−0.006527
0.12617
−0.024633
0.016792
0.091883
−0.00645
−0.036505

41
507.4/279.3>GPGro:Lyso 18:2
−0.045115
0.023544
0.017782
0.004673
0.13152
−0.071835
−0.004508
0.112547
−0.006728
−0.034255

42
509.4/281.3>GPGro:Lyso 18:1
−0.005933
0.027512
0.009493
−0.019978
0.142959
0.02059
0.060694
0.113534
−0.010712
−0.001268

43
511.4/283.3>GPGro:Lyso 18:0
−0.050559
0.073625
0.005206
−0.001329
0.12234
−0.028941
−0.001017
0.101562
−0.015504
−0.021383

44
531.4/303.3>GPGro:Lyso 20:4
−0.047362
0.016571
−0.018802
0.018383
0.148728
−0.03682
0.005132
0.082104
−0.010457
−0.071225

45
555.4/327.3>GPGro:Lyso 22:6
−0.040023
0.0395121
−0.023899
0.016492
0.149232
−0.025101
−0.018469
0.080289
0.015222
−0.045335

46
557.4/329.3>GPGro:Lyso 22:5
−0.025829
−0.020292
0.000241
−0.031275
0.141847
−0.026567
0.001778
0.092404
0.02818
−0.061269

47
717.8/253.3>GPGro:16:1/16:1
−0.000654
0.014484
−0.032278
−0.004807
−0.070578
0.070598
0.128263
0.052209
−0.034951
−0.059516

48
719.8/253.3>GPGro:16:1/16:0
0.014846
0.003175
0.029676
−0.055977
0.03487
0.026441
0.046469
0.092587
0.003845
−0.029125

49
721.8/255.3>GPGro:16:0/16:0
−0.080404
0.083246
−0.002502
0.011387
0.068352
−0.015719
0.041856
0.069736
−0.021758
0.005238

50
743.8/279.3>GPGro:18:2/16:1
0.0135
−0.062557
−0.01304
0.003635
−0.141312
0.006201
−0.127467
0.002668
0.041183
0.086041

51
743.8/281.3>GPGro:18:1/16:2
−0.017369
0.003937
−0.070473
0.01125
−0.103353
0.122419
0.045984
0.022047
−0.002012
0.007082

52
745.8/279.3>GPGro:18:2/16:0
0.012958
−0.075541
0.006287
−0.041602
−0.105064
−0.020611
−0.096897
0.043658
0.012639
0.105664

53
745.8/281.3>GPGro:18:1/16:1
−0.039102
0.005956
−0.063638
−0.018985
−0.1008
0.131175
0.050665
−0.004927
−0.024995
0.004489

54
747.8/255.2>GPGro:16:0/18:1
0.033447
−0.000271
0.03495
−0.092079
0.080812
0.070351
0.034117
0.098083
−0.020404
0.014955

55
747.8/281.1>GPGro:16:0/18:1
−0.069905
0.012017
0.015325
0.120809
−0.063035
0.09377
0.048
−0.037284
0.019033
−0.006716

56
749.8/283.3>GPGro:18:0/16:0
−0.079133
0.081272
0.00082
0.02911
0.062013
−0.021802
0.027031
0.078356
−0.011267
−0.006412

57
767.8/303.3>GPGro:20:4/16:1
0.039919
−0.068997
−0.095523
0.025044
0.00639
0.114072
−0.006409
−0.036782
0.030542
−0.046847

58
769.8/279.3>GPGro:18:2/18:2
0.034698
−0.089669
0.079869
−0.091858
−0.02705
−0.058792
−0.034443
0.0069
0.019054
0.039114

59
769.8/303.3>GPGro:20:4/16:0
0.006939
−0.007337
−0.041069
0.001942
0.080456
0.061192
−0.020512
0.052507
−0.015516
−0.082748

60
771.8/279.3>GPGro:18:2/18:1
0.002321
−0.000637
−0.022628
0.090368
−0.154851
−0.093067
−0.029226
0.007314
0.068513
0.001382

61
773.8/279.3>GPGro:18:2/18:0
0.000927
0.064628
0.016967
0.052291
−0.028682
−0.096806
−0.043261
0.115162
0.021763
−0.023944

62
773.8/281.3>GPGro:18:1/18:1
−0.002697
0.031536
−0.020133
0.060371
−0.14239
−0.015576
0.090716
0.013327
0.034414
−0.088125

63
775.8/281.3>GPGro:18:1/18:0
−0.001489
0.092452
0.004829
0.012319
0.073068
0.013265
0.051684
0.137948
−0.017206
−0.051696

64
777.8/283.3>GPGro:18:0/18:0
−0.076657
0.081993
0.001231
0.007741
0.061194
−0.052025
0.036218
0.074135
−0.005007
−0.021732

65
795.8/303.3>GPGro:20:4/18:1
0.02702
−0.030317
−0.106782
0.080204
−0.028822
0.045545
0.012571
−0.052531
0.059074
−0.095318

66
797.8/303.3>GPGro:20:4/18:0
−0.009555
0.075174
−0.048702
0.030159
0.076649
0.020224
−0.023096
0.049547
0.016446
−0.080781

67
821.8/327.3>GPGro:22:6/18:0
−0.028807
0.055138
−0.047943
0.051074
0.090474
0.011932
−0.047748
0.070696
0.023616
−0.055811

68
823.8/329.3>GPGro:22:5/18:0
0.009526
0.006435
−0.053366
0.028832
0.043851
0.007737
0.02513
0.120132
0.067802
−0.041528

69
494.4/407.4>Lyso GPSer:16:1
0.000049
0.014817
0.037152
0.031196
0.000903
0.023157
−0.183694
0.090526
−0.127064
−0.132684

70
490.4/409.4>Lyso GPSer:16:0
−0.004814
0.00543
0.028388
0.021037
0.00804
0.016076
−0.179286
0.096006
−0.138443
−0.131057

71
522.4/435.4>Lyso GPSer:18:1
−0.01304
−0.043484
0.10159
0.043191
0.047226
0.012822
−0.042011
0.035479
−0.119045
−0.016916

72
524.4/437.4>Lyso GPSer:18:0
−0.01777
−0.042641
0.083159
0.009577
0.06069
0.034225
0.056377
−0.006427
−0.104166
0.085869

73
544.4/457.4>Lyso GPSer:20:4
0.008568
−0.061429
0.032031
0.005129
0.066669
0.013468
0.053281
0.011068
−0.105376
0.084058

74
570.4/483.4>Lyso GPSer:22:5
−0.005001
−0.004352
0.020324
−0.0978
0.009534
−0.02483
−0.025859
−0.0738
0.028667
−0.040622

75
732.6/645.6>GPSer:32:1
−0.000439
0.009614
0.024004
0.020919
−0.005737
0.014723
−0.180819
0.09509
−0.142745
−0.137964

76
734.6/647.6>GPSer:32:0
−0.00608
0.010809
0.034288
0.007887
−0.005112
0.015209
−0.180693
0.073524
−0.140271
−0.146728

77
758.6/671.6>GPSer:34:2
0.000058
0.009638
0.024682
0.018762
−0.004496
0.01207
−0.180449
0.094075
−0.140151
−0.140682

78
760.8/673.8>GPSer:34:1
−0.002675
0.00556
0.036222
0.02747
−0.00346
0.017938
−0.176431
0.090776
−0.141822
−0.135727

79
762.8/675.7>GPSer:34:0
−0.008781
0.003733
0.050263
0.037335
−0.004251
0.024468
−0.174471
0.08142
−0.131958
−0.131867

80
782.6/695.7>GPSer:36:4
−0.004251
0.071616
0.04252
−0.029177
0.088303
0.033698
−0.078262
0.007625
0.037573
0.019662

81
784.8/697.8>GPSer:36:3
−0.019557
0.021253
0.057839
−0.046898
0.023293
0.040394
−0.154778
0.005337
−0.124088
−0.084616

82
780.8/699.8>GPSer:36:2
−0.029408
−0.025441
0.156417
0.077729
0.0199
0.077282
−0.022644
−0.037844
−0.016949
−0.010934

83
788.8/701.8>GPSer:36:1
−0.030415
−0.025361
0.150756
0.084855
0.018391
0.075114
0.013387
−0.055445
0.014724
0.010498

84
790.8/703.8>GPSer:36:0
−0.030812
−0.023955
0.151004
0.083767
0.016616
0.073743
0.013593
−0.054289
0.018944
0.008232

85
808.6/721.6>GPSer:38:6
−0.006996
−0.031401
0.11142
0.03233
0.055308
0.067292
0.017047
−0.025176
−0.067823
0.108184

86
810.8/723.8>GPSer:38:5
0.006949
−0.055014
0.085629
0.012147
0.044979
0.060737
0.040245
−0.001881
−0.08929
0.074801

87
812.8/725.8>GPSer:38:4
−0.011925
−0.043198
0.128979
0.062148
0.041145
0.075043
0.035252
−0.033593
−0.069918
0.043247

88
814.6/727.6>GPSer:38:3
−0.030825
−0.021601
0.14978
0.085769
0.017812
0.075953
0.009236
−0.052936
0.023835
0.0114

89
810.8/729.8>GPSer:38:2
−0.032739
−0.020884
0.14663
0.087955
0.013918
0.070745
0.010691
−0.058008
0.03013
0.002499

90
818.8/731.8>GPSer:38:1
−0.032027
−0.021361
0.148534
0.087334
0.014522
0.073663
0.011111
−0.05422
0.022039
0.00655

91
834.8/747.8>GPSer:40:6
−0.030983
−0.022803
0.147046
0.087386
0.021459
0.079891
0.005607
−0.052271
0.02514
0.00202

92
830.8/749.8>GPSer:40:5
−0.020804
−0.03098
0.1455
0.073666
0.024054
0.083049
−0.014721
−0.042746
−0.028188
0.007707

93
838.8/751.8>GPSer:40:4
−0.022716
−0.029096
0.149962
0.081871
0.027795
0.082107
0.019323
−0.046832
−0.008881
0.030267

94
840.6/753.7>GPSer:40:3
−0.029738
−0.005052
0.152755
0.062969
0.033917
0.076322
−0.012849
−0.073268
0.010407
0.023027

95
778.9/97>Sulfatide:16:0
0.045471
−0.033572
0.037003
−0.043285
0.086475
−0.055079
−0.004432
−0.024079
−0.024299
0.105555

96
800.9/97>Sulfatide:18:0
−0.000752
0.057317
0.000734
−0.002558
0.117618
0.014159
0.025864
0.05506
0.067229
0.035917

97
822.9/97>Sulfatide:18:0 (OH)
−0.083177
−0.023484
−0.036274
−0.05474
0.033575
−0.039833
−0.041297
−0.086612
0.025132
0.030753

98
834.9/97>Sulfatide:20:0
0.025634
0.100402
0.018493
−0.064878
0.106188
0.010556
−0.058657
−0.037293
0.044779
0.027923

99
850.9/97>Sulfatide:20:0 (OH)
−0.095375
−0.030341
−0.066581
−0.017317
0.049369
0.007355
−0.0346
−0.057925
0.019875
0.047774

100
862.9/97>Sulfatide:22:1
0.048338
0.074112
0.026382
−0.087686
0.109649
0.005879
−0.042005
−0.008523
0.06073
0.018528

101
878.9/97>Sulfatide:22:1 (OH)
0.002955
0.100778
0.001099
−0.064019
0.089612
0.010975
−0.081649
−0.04771
0.04401
0.019172

102
888.9/97>Sulfatide:24:1
0.06178
−0.023216
0.001251
−0.028247
0.090078
0.012398
0.018263
0.021812
0.05716
0.001865

103
890.9/97>Sulfatide:24:0
−0.001134
0.039156
0.0401
−0.073788
0.096307
−0.03656
−0.033818
−0.029525
0.064036
−0.003292

104
900.7/97>Sulfatide:24:0 (OH)
−0.014205
−0.023615
−0.014951
−0.073913
0.040283
−0.058827
−0.012054
−0.105587
0.091155
−0.098472

105
1147/281.3>CardioliGPInsn:52:3
−0.029334
0.068436
−0.003355
0.034644
0.019276
−0.000831
0.050523
0.069929
0.035568
0.045702

106
1376/281.3>CardioliGPInsn:66:2
−0.076882
0.017512
−0.034171
0.082927
−0.096053
−0.032497
0.069791
0.005418
0.006231
−0.030976

107
1400/281.3>CardioliGPInsn:68:4
−0.074567
0.027803
−0.031109
0.085649
−0.098903
−0.037283
0.037784
0.012112
−0.007241
−0.018101

108
1402/281.3>CardioliGPInsn:68:3
−0.061761
0.025756
−0.037895
0.076784
−0.064267
−0.029432
0.084913
0.016946
−0.000611
−0.003701

109
1404/281.3>CardioliGPInsn:68:2
−0.058221
0.034444
−0.030577
0.072839
−0.03602
0.001432
0.031539
0.022322
−0.005628
−0.023443

110
1406/281.3>CardioliGPInsn:68:1
−0.037789
0.072698
−0.040688
0.063732
−0.029739
0.020063
−0.021302
0.025604
0.011547
0.018832

111
1426/281.3>CardioliGPInsn:70:5
−0.07776
0.037283
−0.03989
0.060588
−0.039831
−0.017401
0.06773
0.046131
−0.000453
−0.054328

112
1428/281.3>CardioliGPInsn:70:4
−0.069191
0.033542
−0.037856
0.061411
−0.023848
−0.023374
0.049252
0.03872
0.020942
−0.013421

113
1430/281.3>CardioliGPInsn:70:3
−0.08108
0.021824
−0.04011
0.079181
−0.027842
−0.015171
0.033064
0.041396
0.012451
−0.023458

114
1432/281.3>CardioliGPInsn:70:2
−0.060819
0.063724
−0.003586
0.069428
−0.002404
−0.012051
0.014126
0.082187
−0.057419
−0.038153

115
1434/281.3>CardioliGPInsn:70:1
−0.083792
0.038425
0.023405
0.063987
−0.018616
0.009863
0.052634
0.019258
0.023195
−0.065075

116
1436/281.3>CardioliGPInsn:70:0
−0.066614
0.053208
−0.008323
0.080427
−0.040529
0.010286
0.040764
0.051444
−0.002256
−0.029313

117
430.6/190.1>Lyso GPEtn:Lyso16:1e/16:0p
0.0362
−0.062838
0.049836
−0.061108
0.009776
0.027269
−0.0017
0.058124
0.092863
0.040738

118
450.4/190.1>Lyso GPEtn:Lyso 16:1
0.026052
−0.044978
0.074063
−0.088943
−0.014055
−0.019264
0.118215
0.0487
−0.060785
−0.007038

119
452.4/190.1>Lyso GPEtn:Lyso 16:0
−0.043781
−0.029001
0.040912
−0.101775
0.016305
0.004454
0.104145
0.004859
−0.079682
0.01465

120
462.4/190.1>Lyso GPEtn:Lyso18:2e/18:1p
0.012105
−0.052164
0.052236
−0.095078
−0.008931
0.040637
−0.003006
0.087452
0.115408
0.01206

121
464.5/190.1>Lyso GPEtn:Lyso18:1e/18:0p
0.021988
−0.06136
0.035979
−0.057638
0.015829
0.024886
−0.035456
0.108708
0.115596
0.048147

122
470.6/190.1>Lyso GPEtn:Lyso18:2a
0.027817
−0.060143
0.077894
0.023522
−0.047482
−0.128917
0.057209
0.037167
−0.032312
0.004759

123
478.4/190.1>Lyso GPEtn:Lyso 18:1
0.020925
−0.06558
0.093202
−0.028182
−0.016784
−0.063959
0.086001
0.027869
−0.085825
0.025927

124
480.4/190.1>Lyso GPEtn:Lyso 18:0
−0.046385
−0.045807
0.043919
−0.103407
0.003273
−0.025072
0.096174
0.000439
−0.103904
−0.010296

125
492.5/190.1>Lyso GPEtn:Lyso20:1e/20:0p
−0.01564
−0.0615
0.057988
−0.101428
−0.001306
0.045657
0.002574
0.049621
0.071727
−0.040329

126
500.4/190.1>Lyso GPEtn:Lyso 20:4
0.044023
−0.093147
0.038534
−0.036508
0.023962
−0.000904
0.052094
0.014343
−0.067895
0.037999

127
524.4/190.1>Lyso GPEtn:Lyso 22:6
0.048079
−0.105776
0.021777
−0.034385
0.034896
0.005497
0.049605
−0.00063
−0.039218
0.024486

128
688.6/190.1>GPEtn:16:0/16:1
−0.00783
0.032593
0.042461
−0.12784
−0.016768
0.00793
−0.001173
−0.034051
0.067449
−0.092917

129
690.7/190.1>GPEtn 16:0/16:0
−0.023304
−0.01346
0.038898
−0.082187
−0.002063
0.009512
0.020138
−0.020085
−0.011948
0.001265

130
698.6/190.1>GPEtn:34:2p, 34:3e
−0.004763
−0.020302
0.028992
−0.120817
0.019479
0.013632
−0.031464
0.011759
0.044841
−0.026628

131
700.6/190.1>GPEtn:34:1p, 34:2e
−0.011015
−0.012137
0.019999
−0.033718
0.009273
0.004084
0.01289
0.029892
0.028907
0.06952

132
702.6/190.1>GPEtn:34:0p, 34:1e
−0.015565
0.001325
0.04284
−0.124224
−0.032904
−0.00019
−0.025788
−0.040653
0.088318
−0.095088

133
710.8/190.1>GPEtn:18:1/16:1
−0.03124
−0.013521
0.056938
−0.106859
−0.003051
0.027437
−0.043197
0.034726
0.056105
0.037406

134
712.8/190.1>GPEtn:18:2/16:1
−0.010473
−0.035468
0.086815
−0.066121
−0.030666
0.035647
0.012272
0.041578
0.009519
−0.006447

135
714.7/190.1>GPEtn:18:1/16:1
−0.020023
−0.068717
0.092995
−0.125083
−0.034649
0.004462
−0.005459
−0.029324
0.006234
−0.08407

136
710.7/190.1>GPEtn:18:1/16:0
−0.021139
−0.052545
0.060193
−0.101399
−0.059418
0.05285
0.05699
0.047045
−0.010758
−0.063233

137
718.6/190.1>GPEtn:18:0/16:0
0.009552
−0.00646
0.062871
−0.110355
0.035665
0.015765
−0.012278
−0.068054
0.073433
−0.074194

138
722.6/190.1>GPEtn:36:4p
−0.023059
−0.018546
0.03853
−0.03202
0.02752
0.040476
0.060639
0.083984
0.022608
0.044132

139
724.6/190.1>GPEtn:36:3p, 36:4e
−0.010315
−0.008859
0.015087
−0.069699
−0.001101
−0.011295
−0.019802
0.10943
0.104366
0.020964

140
720.6/190.1>GPEtn:36:2p, 36:3e
−0.005385
−0.011621
0.040595
−0.062009
−0.045945
−0.035242
0.00583
−0.048721
0.013542
−0.018764

141
728.6/190.1>GPEtn:36:1p, 36:2e
−0.023592
−0.026737
0.060457
−0.119054
−0.036288
−0.025198
−0.006571
−0.049083
0.023455
−0.097558

142
738.8/190.1>GPEtn:20:4/16:0
0.02663
−0.109465
0.001241
−0.065608
0.007207
0.085337
0.027972
0.03945
−0.034676
0.005578

143
740.8/190.1>GPEtn:18:2/18:1
−0.007564
−0.061536
0.106338
−0.079364
−0.027424
−0.050076
0.007799
−0.016899
−0.011897
−0.063579

144
742.8/190.1>GPEtn:18:1/18:1
0.002414
−0.065735
0.084408
−0.060832
−0.070867
−0.04696
0.055636
0.049766
−0.035714
−0.031636

145
744.6/190.1>GPEtn:18:0/18:1
−0.017446
−0.0644
0.064632
−0.100087
−0.043787
−0.020663
0.028789
0.049475
0.041781
−0.070474

146
740.8/190.1>GPEtn:18:0/18:0
−0.024925
−0.06844
0.105885
−0.08327
−0.009299
0.060284
−0.033205
0.045633
0.080783
−0.022211

147
748.6/190.1>GPEtn:38:5p, 38:6e
−0.005325
−0.071261
0.044612
−0.058896
−0.001271
0.055045
−0.011417
0.131419
0.081656
0.023319

148
750.6/190.1>GPEtn:38:4p, 38:5e
0.001844
−0.037154
0.030953
−0.057551
−0.008687
−0.078713
−0.007765
−0.00604
0.072741
−0.006564

149
752.6/190.1>GPEtn:38:3p, 38:4e
−0.013166
−0.020915
0.053253
−0.121376
−0.019478
−0.049327
−0.013236
−0.1092
0.019264
−0.112345

150
754.6/190.1>GPEtn:38:2p, 38:3e
−0.022812
−0.007787
0.073568
−0.101968
−0.001287
0.007269
0.012213
−0.077572
0.024634
−0.10135

151
750.6/190.1>GPEtn:38:1p, 38:2e
−0.004221
−0.014118
0.024214
−0.019493
0.004144
0.037335
0.016083
0.018706
0.018845
0.012616

152
762.8/190.1>GPEtn:20:4/18:2
0.036104
−0.112645
−0.022772
−0.051374
0.023874
0.08206
0.029546
0.042141
0.018574
−0.009666

153
764.8/190.1>GPEtn:20:4/18:1
0.03089
−0.103968
0.016736
−0.064039
0.006151
0.048211
0.052274
0.051943
−0.011125
0.002259

154
760.8/190.1>GPEtn:20:4/18:0
0.03926
−0.100108
−0.005985
−0.061224
−0.002054
0.076527
0.041501
0.008717
−0.061355
−0.019718

155
768.8/190.1>GPEtn:20:3/18:0
0.02422
−0.089093
0.046911
−0.071263
−0.023158
0.052272
0.068643
0.038074
0.006633
−0.08155

156
770.6/190.1>GPEtn:20:2/18:0
0.000083
−0.02827
0.064449
−0.089016
−0.040853
−0.011272
0.000823
−0.013653
0.059649
−0.104055

157
772.6/190.1>GPEtn:20:1/18:0
−0.026039
0.014821
0.066929
−0.129553
−0.03127
−0.024394
0.019665
−0.072402
−0.026535
−0.056969

158
770.6/190.1>GPEtn:40:5p, 40:6e
−0.006718
0.001678
0.037603
−0.028384
−0.021154
−0.013743
0.048264
−0.047366
0.060737
−0.067309

159
778.6/190.1>GPEtn:40:4p, 40:5e
−0.030284
0.037443
−0.027856
−0.015058
0.009165
0.012056
0.039424
−0.013024
0.054217
−0.061476

160
780.6/190.1>GPEtn:40:3p, 40:4e
−0.008664
0.022385
0.00337
−0.030252
0.009359
0.002008
0.000775
−0.01225
0.045231
−0.001256

161
784.6/190.1>GPEtn:40:1p, 40:2e
−0.024599
0.006677
0.023335
−0.067156
−0.004711
−0.006494
0.003196
−0.042444
0.072606
−0.102262

162
788.8/190.1>GPEtn:22:4/18:3
−0.004232
−0.061655
0.075118
−0.056273
0.019669
0.032304
0.022675
−0.043176
−0.006405
−0.09019

163
790.8/190.1>GPEtn:22:4/18:2
0.026265
−0.080197
−0.015209
−0.07173
0.012416
0.059898
0.029514
−0.088571
−0.003094
−0.130057

164
792.6/190.1>GPEtn:40:5a
0.029626
−0.062785
−0.016804
−0.061867
−0.01726
0.091861
0.065935
0.033463
−0.008621
−0.040099

165
794.6/190.1>GPEtn:40:4a
0.027241
−0.036207
−0.010697
−0.092714
−0.027612
0.049437
0.041325
−0.035386
0.0329
−0.070926

166
790.8/190.1>GPEtn:40:3a
−0.02203
0.0482
−0.003991
−0.024547
−0.024275
0.036054
0.023546
0.00385
−0.085743
0.063955

167
798.6/190.1>GPEtn:40:2a
−0.038308
0.028048
0.056192
−0.098884
−0.049881
−0.018799
0.006721
−0.058677
0.041173
−0.082599

168
569.4/241.1>GPIns:Lyso 16:1
0.024694
−0.008646
0.007463
−0.028355
0.075407
−0.044688
0.133659
−0.000725
−0.0843
−0.052996

169
571.3/241.1>GPIns:Lyso 16:0
−0.028995
0.043925
0.033958
−0.088039
0.088149
−0.092073
0.018401
−0.05571
−0.05921
0.029477

170
595.4/241.1>GPIns:Lyso 18:2
−0.026605
0.049467
0.011099
−0.057553
0.097752
−0.096354
−0.018612
−0.054915
−0.036565
0.039831

171
597.4/241.1>GPIns:Lyso 18:1
−0.006997
0.007485
0.065465
−0.064414
0.081954
−0.136702
0.03739
−0.051306
−0.068554
0.029754

172
599.4/241.1>GPIns:Lyso 18:0
−0.040622
0.016975
0.033038
−0.098811
0.071984
−0.090527
0.077792
−0.046308
−0.099952
0.037047

173
619.5/241.1>GPIns:Lyso 20:4
0.022192
−0.090065
−0.01106
−0.024939
0.116291
−0.075351
0.076299
−0.025363
−0.086258
−0.018081

174
621.5/241.1>GPIns:Lyso 20:3
0.038817
−0.068337
0.012475
−0.009529
0.06247
−0.098366
0.110484
−0.02135
−0.079676
−0.071548

175
623.5/241.1>GPIns:Lyso 20:2
0.021232
−0.046425
0.040642
−0.049245
0.047777
−0.111615
0.071853
−0.046158
−0.066651
−0.03989

176
625.5/241.1>GPIns:Lyso 20:1
−0.023271
0.042654
0.069063
−0.107497
0.013742
−0.079926
0.036724
−0.056154
−0.059042
0.031418

177
627.5/241.1>GPIns:Lyso 20:0
0.006165
0.041146
0.024821
0.000077
0.071007
−0.023043
0.048404
0.037884
0.00509k
0.089029

178
679.5/241.1>GPIns:Lyso 24:2
0.030445
0.093314
0.02535
−0.072989
0.099334
−0.006017
−0.020473
−0.035298
0.043959
−0.006372

179
835.7/241.1>GPIns:34:1
0.047136
0.117145
0.016675
−0.026798
0.07247
0.012677
−0.026728
−0.013432
0.043715
−0.012099

180
857.7/241.1>GPIns:36:4
0.047898
0.112232
0.00155
−0.022801
0.087698
0.020677
−0.03105
−0.009777
0.047914
−0.019112

181
859.8/241.1>GPIns:36:3
0.037336
0.121473
0.012315
−0.019202
0.073428
0.005356
−0.042069
−0.006609
0.050652
−0.004354

182
861.8/241.1>GPIns:36:2
0.05237
0.114905
0.001845
−0.013522
0.060496
0.004423
−0.044442
−0.020278
0.046725
0.002162

183
863.7/241.1>GPIns:36:1
0.064912
0.101152
0.037496
0.004344
0.016306
−0.025573
−0.016423
−0.014741
0.055518
−0.026293

184
865.8/241.1>GPIns:36:0
0.059982
0.073228
0.065152
−0.050466
0.042642
−0.023331
0.00753
−0.01836
0.028629
−0.041147

185
873.8/241.1>GPIns:37:3
0.066088
0.057464
0.036025
−0.006
0.042128
0.02067
0.059951
0.018325
0.054076
−0.061287

186
883.8/241.1>GPIns:38:5
0.053225
0.072512
0.012006
0.026813
0.00738
−0.02688
0.05497
0.026189
0.044314
−0.049848

187
885.8/241.1>GPIns:38:4
0.092627
−0.009489
−0.042495
0.020767
0.048796
0.043159
0.024194
−0.022393
0.032324
−0.080875

188
887.8/241.1>GPIns:38:3
0.092179
0.004043
−0.025295
0.032706
0.018399
0.017033
0.050659
−0.006824
0.029839
−0.107957

189
889.8/241.1>GPIns:38:2
0.08255
0.035637
0.031264
−0.036226
0.05051
−0.009866
0.027443
−0.004773
0.013527
−0.060301

190
891.8/241.1>GPIns:38:1
−0.031784
0.10573
0.034051
−0.108592
−0.009461
−0.005749
−0.028517
−0.075174
0.005489
−0.008076

191
893.8/241.1>GPIns:38:0
−0.033686
0.081484
0.028383
−0.118149
−0.004701
−0.009264
−0.035888
−0.10229
0.00656
−0.057571

192
909.8/241.1>GPIns:40:6
0.084284
−0.028354
−0.032856
0.029658
0.054342
0.029788
0.035409
−0.041744
0.064852
−0.06794

193
911.8/241.1>GPIns:40:5
0.083919
0.008816
−0.039538
0.058926
0.037198
0.019125
0.040977
−0.036864
0.061635
−0.091301

194
913.8/241.1>GPIns:40:4
0.057061
0.080119
−0.011014
0.025131
−0.003808
0.007862
0.055747
0.001086
0.051564
−0.112443

195
915.8/241.1>GPIns:40:3
−0.016271
0.123658
0.004473
−0.023227
−0.057049
0.036838
−0.004575
0.02264
0.004691
−0.004135

193
917.8/241.1>GPIns:40:2
−0.009858
0.143731
0.024526
−0.036061
0.008753
0.008757
−0.022412
0.008174
0.028327
0.004874

197
919.8/241.1>GPIns:40:1
−0.04028
0.104291
0.01622
−0.098204
−0.017349
−0.013709
−0.017571
−0.06582
0.010293
−0.037461

198
963.9/241.1>GPInsP: 38:5
−0.054633
0.079019
0.022424
−0.043429
−0.069886
0.007296
0.035163
−0.000987
−0.001847
0.013068

199
963.9/321.1>GPInsP: 38:5
−0.023563
0.006282
0.030393
−0.055506
0.029819
−0.007008
−0.001076
−0.061874
−0.028105
−0.049418

200
965.9/241.1>GPInsP: 38:4
−0.062202
0.085371
0.040908
0.019071
−0.036685
0.010172
0.047302
−0.004463
0.000683
0.040968

201
965.9/321.1>GPInsP: 38:4
−0.044461
−0.005052
0.073832
−0.00295
−0.030603
0.006493
0.0376
−0.056886
0.056031
−0.055706

202
967.9/241.1>GPInsP: 38:3
−0.052515
0.091059
−0.001016
−0.006152
−0.057309
−0.007944
0.035995
0.019571
−0.028666
0.043429

203
967.9/321.1>GPInsP: 38:3
−0.063827
0.053574
0.01205
−0.016594
−0.010818
−0.025706
0.090665
−0.005536
0.00963
−0.026836

204
1045.9/241.1>GPInsP2: 38:4
−0.042098
0.075571
−0.004199
−0.035684
−0.004479
−0.00549
−0.0088
−0.050291
0.052674
−0.045028

205
1045.9/321.1>GPInsP2: 38:4
−0.008846
−0.002681
−0.016822
0.022818
0.021529
0.009931
0.009995
0.017213
−0.00106
0.016609

206
1045.9/401.1>GPInsP2: 38:4
−0.018694
−0.002087
−0.022492
−0.013444
0.039441
−0.01549
0.008899
−0.035909
−0.033505
0.048633

207
1047.9/321.1>GPInsP2: 38:3
−0.010429
0.029762
−0.01688
−0.016204
0.027898
−0.000644
0.036314
−0.005312
−0.013019
0.017717

208
1047.9/401.1>GPInsP2: 38:3
−0.051318
0.028272
0.014625
−0.007886
−0.025941
−0.007579
0.056564
−0.006241
−0.010083
0.035479

209
1047.9/241.1>GPInsP2: 38:3
−0.012971
0.066843
0.033962
0.022543
0.006299
−0.039744
0.035084
0.03293
−0.026648
−0.00684

210
1125.9/241.1>GPInsP3: 38:4
−0.029984
0.022336
0.009533
−0.041555
−0.004964
0.004978
0.029538
−0.031664
−0.012937
−0.076692

211
1125.9/321.1>GPInsP3: 38:4
−0.016222
0.005081
0.037337
−0.088062
0.033587
−0.039649
−0.011707
−0.086866
−0.066699
0.005795

212
1125.9/401.1>GPInsP3: 38:4
0.002503
−0.006292
0.015156
−0.033318
0.020684
0.008745
0.026705
0.049713
−0.047974
0.120103

313
1125.9/481.1>GPInsP3: 38:4
0.001688
0.034477
0.009375
0.036789
0.019359
0.025614
−0.017599
−0.010838
−0.003297
−0.037414

214
835.7/281.1>GPIns:34:1
0.055555
0.093827
0.040725
−0.058094
0.090749
0.011097
−0.028752
−0.017544
0.020652
−0.001589

215
821.8/241.1>GPIns:34:1
0.042299
0.09628
0.029048
−0.027608
0.053283
0.000755
−0.001673
−0.011709
0.04332
−0.028917

216
494.4/184.1>GPCho:Lyso 16:1
−0.005425
0.018504
0.009556
0.033844
−0.0302
−0.06527
0.170462
0.053986
−0.039506
−0.083631

217
490.4/184.1>GPCho:Lyso 16:0
−0.066126
0.012355
−0.004211
0.006934
−0.014294
−0.057034
0.082672
0.040368
0.008565
−0.006249

218
520.4/184.1>GPCho:Lyso 18:2
−0.031768
−0.081888
0.047774
0.022534
−0.018942
−0.171281
0.005934
0.018953
−0.008523
0.02214

219
522.4/184.1>GPCho:Lyso 18:1
−0.067633
−0.033223
0.01147
0.028339
−0.013025
−0.083018
0.104993
0.041152
−0.044027
−0.021797

220
524.4/184.1>GPCho:Lyso 18:0
−0.053824
0.004731
0.02349
0.011861
−0.047669
−0.132787
0.078538
0.020155
0.014851
−0.059778

221
544.4/184.1>GPCho:Lyso 20:4
0.009079
−0.113672
−0.061953
0.029582
0.071692
−0.023508
0.045904
−0.028469
0.005183
−0.071705

222
568.4/184.1>GPCho:Lyso 22:6
0.00969
−0.10272
−0.06014
0.039531
0.078663
−0.042984
0.019162
−0.031702
0.048719
−0.053214

223
570.4/184.1>GPCho:Lyso 22:5
0.018146
−0.099415
−0.051319
0.054599
0.063676
−0.064047
0.0507
−0.020122
0.033002
−0.083974

224
678.5/184.1>GPCho:28:0
−0.032149
0.043386
0.057997
0.015684
−0.096127
−0.057057
0.063407
0.037367
0.050428
−0.013138

225
678.5/184.1>GPCho:28:0a
−0.034025
0.036836
0.062729
0.014871
−0.094784
−0.060085
0.06687
0.036623
0.04972
−0.019595

226
704.6/184.1>GPCho:30:1a
−0.100886
−0.029821
−0.052553
−0.006016
0.041317
0.019222
−0.06476
−0.054353
−0.033444
0.077863

227
700.6/184.1>GPCho:30:0a
−0.074351
−0.013336
−0.017934
0.03468
−0.01786
−0.015687
−0.000051
−0.038735
0.008269
−0.010994

228
718.6/184.1>GPCho:32:0p, 32:1e
−0.068625
0.042173
0.014533
0.00974
−0.002198
−0.04024
−0.017299
−0.076711
0.069236
0.053207

229
730.8/184.1>GPCho:32:2
−0.064165
0.007089
−0.040926
−0.006294
0.010464
−0.023482
−0.004832
−0.069965
−0.014066
−0.005494

230
732.6/184.1>GPCho:32:1a
−0.043001
0.059522
−0.049222
−0.026547
−0.009465
0.088029
0.116685
−0.003355
−0.067338
−0.059277

231
734.6/184.1>GPCho:32:0a
−0.039067
0.064453
−0.043912
−0.003799
0.000326
0.138467
0.031229
−0.0177
−0.037294
0.050407

232
742.6/184.1>GPCho:34:2p, 34:3e
−0.02934
0.057911
0.078321
0.065671
−0.040247
−0.086549
−0.016453
−0.007451
0.050122
0.033263

233
744.6/184.1>GPCho:34:1p, 34:2e
0.041768
−0.022143
0.079397
0.071254
−0.029675
−0.127978
−0.059236
0.021223
0.057587
0.028872

234
740.6/184.1>GPCho:34:0p, 34:1e
−0.008644
0.06009
0.036587
0.042602
0.030452
0.009806
−0.006687
0.002754
0.047842
0.094738

235
748.6/184.1>GPCho:34:0e
−0.026847
0.086912
0.026179
0.017943
0.012284
0.022227
−0.022316
−0.036871
0.08368
0.061008

236
750.6/184.1>GPCho:34:3a
−0.032985
0.115475
0.06783
−0.023817
−0.060651
−0.032716
0.014694
0.045216
−0.024
0.049365

237
758.7/184.1>GPCho:34:2a
0.0658
0.019386
0.083651
−0.028971
−0.022078
0.025235
−0.071214
0.063685
−0.001275
0.070721

238
760.6/184.1>GPCho:34:1a
0.02728
0.086348
0.000073
−0.012183
−0.016882
0.13059
0.082015
0.068107
−0.035036
0.00189

239
762.6/184.1>GPCho:34:0a
0.015714
0.086084
−0.015634
0.002646
−0.040603
0.117025
0.110244
0.052622
−0.048323
−0.00776

240
768.6/184.1>GPCho:36:3p, 36:4e
0.069271
−0.065922
−0.015791
0.068294
0.079555
−0.016412
−0.013905
−0.02915
0.051361
−0.02005

241
770.6/184.1>GPCho:36:2p, 36:3e
0.057877
−0.017785
0.0518851
0.090876
0.023
−0.111677
−0.037816
0.009724
0.063845
−0.005859

242
772.6/184.1>GPCho:36:1p, 36:2e
0.018568
0.076198
0.087798
0.021536
−0.037685
−0.090421
−0.043206
0.011165
0.07717
0.052019

243
774.6/184.1>GPCho:36:0p, 36:1e
0.009612
0.092968
0.045466
0.020997
−0.011564
−0.039424
−0.002493
−0.007776
0.122596
−0.015816

244
782.6/184.1>GPCho:36:4a
−0.08743
−0.041915
−0.043373
0.02195
0.037735
0.090976
0.013272
−0.010563
0.01911
−0.067666

245
784.6/184.1>GPCho:36:3a
0.096564
−0.005334
0.039337
0.037215
−0.033421
−0.014958
0.051395
0.039818
0.028246
−0.09081

246
780.6/184.1>GPCho:36:2a
0.073235
−0.000703
0.087411
−0.004394
−0.073539
−0.10067
−0.004126
0.062138
0.027759
−0.01655

247
788.6/184.1>GPCho:36:1a
0.000188
0.098328
0.06633
−0.027947
−0.110892
−0.060577
0.059775
0.040771
−0.006497
−0.041208

248
790.8/184.1>GPCho:36:0
−0.015147
0.117778
0.042917
0.001595
−0.090689
−0.038865
0.058102
0.016096
0.005392
−0.052266

249
792.6/184.1>GPCho:38:5p, 38:6e
0.047858
−0.038225
−0.017877
0.076692
0.059437
−0.027078
−0.014994
−0.029446
0.101371
−0.017185

250
794.6/184.1>GPCho:38:4p, 38:5e
0.065899
−0.057774
−0.032489
0.066911
0.102539
0.002753
−0.022983
−0.025122
0.069695
−0.01382

251
790.6/184.1>GPCho:38:3p, 38:4e
0.067508
−0.032644
−0.026721
0.072074
0.101053
0.013807
−0.033088
−0.021678
0.101181
−0.021095

252
798.6/184.1>GPCho:38:2p, 38:3e
0.042036
0.096672
0.033529
0.033599
0.036091
0.011236
−0.019769
0.016556
0.112756
−0.011409

253
800.6/184.1>GPCho:38:1p, 38:2e
−0.048269
0.076214
0.032415
0.023994
0.000213
−0.075519
−0.054029
−0.027932
0.082212
0.054523

254
808.6/184.1>GPCho:38:5a
0.093019
−0.042904
−0.043013
0.045803
0.038016
0.030162
0.031484
−0.007155
0.073945
−0.093814

255
810.6/184.1>GPCho:38:4a
0.092056
−0.028924
−0.047293
0.02646
0.035962
0.057324
0.027818
−0.018411
0.039242
−0.106964

256
812.6/184.1>GPCho:38:3a
0.046431
0.037731
−0.03753
0.03411
−0.006515
0.033854
0.068401
−0.027461
0.033436
−0.151343

257
814.6/184.1>GPCho:38:2a
−0.10408
0.039064
−0.061731
−0.009572
0.029254
0.035466
−0.031758
−0.074536
−0.011788
0.020576

258
810.6/184.1>GPCho:38:1a
−0.079995
0.068931
0.005327
−0.030111
−0.051175
−0.070191
−0.055383
−0.050242
0.009759
0.013383

259
820.6/184.1>GPCho:40:5p, 40:6e
0.069602
−0.038792
−0.030395
0.065025
0.080062
−0.011209
−0.033233
−0.037884
0.124248
−0.026102

260
822.6/184.1>GPCho:40:4p, 40:5e
0.050379
0.064562
−0.0016
0.036248
0.062756
0.030632
−0.039454
−0.011857
0.118812
0.009951

261
824.6/184.1>GPCho:40:3p, 40:4e
0.037121
0.095346
0.006101
0.027438
0.046484
0.042958
−0.036249
0.019973
0.116617
0.019611

262
820.6/184.1>GPCho:40:2p, 40:3e
−0.040032
0.129441
0.046588
−0.038574
−0.023193
0.017828
−0.004408
0.03428
0.030228
0.052262

263
828.6/184.1>GPCho:40:1p, 40:2e
−0.059383
0.102388
0.044606
−0.050425
−0.017013
0.033243
−0.015059
0.055953
0.082553
0.050472

264
834.6/184.1>GPCho:40:6a
0.077024
−0.04092
−0.053904
0.047446
0.038371
0.020502
0.027505
−0.025487
0.076004
−0.092977

265
830.6/184.1>GPCho:40:5a
0.067107
0.045003
−0.034569
0.024566
−0.021159
0.042641
0.043151
−0.00924
0.082723
−0.097389

266
838.6/184.1>GPCho:40:4a
0.040493
0.100277
0.001486
0.00364
−0.050233
0.042736
0.053219
0.025669
0.052523
−0.081128

267
701.5/184.1>SM:18/16:1
−0.088989
−0.031524
−0.049358
−0.0099
0.029035
−0.027226
−0.04622
−0.029625
−0.025892
0.065231

268
703.5/184.1>SM:18/16:0
−0.10443
−0.041731
−0.047221
−0.02837
0.040971
0.015614
−0.056839
−0.034623
−0.018974
0.070243

269
703.8/184.4>SM:d18:1/16:0
−0.100397
−0.028907
−0.058229
−0.003809
0.05473
0.01777
−0.073645
−0.055485
−0.019812
0.070677

270
705.8/184.4>SM: d18:0/16:0
−0.100699
−0.030848
−0.061691
0.000094
0.035648
0.017317
−0.058534
−0.068927
−0.029149
0.041989

271
727.6/184.1>SM:18/18:2
−0.062192
0.034176
0.003376
−0.03124
0.01259
−0.036731
−0.062214
−0.092878
0.002414
0.008374

272
729.6/184.1>SM:18/18:1
−0.081835
0.001602
−0.059986
−0.042653
0.04558
0.040591
−0.023858
−0.075154
−0.036489
0.028975

273
731.6/184.1>SM:18/18:0
−0.093006
0.006391
−0.068758
−0.047277
0.027371
0.067163
−0.01609
−0.084166
−0.043131
0.010486

274
731.8/184.4>SM: d18:1/18:0
−0.091697
0.00865
−0.072936
−0.038578
0.031316
0.068903
−0.018929
−0.085678
−0.0446
0.012519

275
733.8/184.4>SM: d18:0/18:0
−0.059697
0.046748
−0.065795
−0.036937
0.000413
0.099457
0.074973
−0.038589
−0.062148
−0.065012

276
757.6/184.1>SM:18/20:1
−0.056148
0.100633
0.048969
−0.026461
−0.04066
−0.046547
−0.008988
0.015101
−0.029897
0.059379

277
759.6/184.1>SM:18/20:0
0.073739
0.007867
0.056849
−0.003726
−0.0721
−0.027392
−0.083835
0.06182
0.013909
0.072093

278
759.8/184.4>SM: d18:1/20:0
0.071244
−0.000971
0.063051
0.002417
−0.072799
−0.037462
−0.07709
0.048824
−0.007195
0.07859

279
761.8/184.4>SM: d18:0/20:0
0.018167
0.081613
−0.012334
0.010554
−0.033404
0.113157
0.100773
0.062522
−0.04772
−0.002493

280
773.6/184.1>SM:18/21:0
−0.008113
0.016043
0.035811
0.033425
−0.047877
−0.120388
−0.0612
−0.043273
0.102708
0.016918

281
787.6/184.1>SM:18/22:0
0.027966
−0.005049
0.058573
0.020927
−0.100824
−0.15353
−0.037391
0.019534
0.039764
−0.038134

282
787.9/184.4>SM: d18:1/22:0
0.010578
−0.007658
0.04586
0.024856
−0.081556
−0.177509
−0.048732
−0.025605
0.002132
−0.033832

283
789.9/184.4>SM: d18:0/22:0
−0.005775
0.096029
0.052668
−0.015747
−0.095214
−0.045496
0.069952
0.028424
−0.022178
−0.051108

284
813.6/184.1>SM:18/24:1
−0.101972
0.010778
−0.074285
−0.004394
0.047097
0.045343
−0.034132
−0.087407
−0.010595
0.013045

285
813.9/184.4>SM: d18:1/24:1
−0.100891
0.008393
−0.071288
0.001744
0.048245
0.040035
−0.037076
−0.092325
−0.020349
0.020523

286
815.6/184.1>SM:18/24:0
−0.083879
−0.001737
−0.066435
0.02672
0.014752
−0.051644
−0.08079
−0.087197
0.011866
−0.006135

287
815.9/184.4>SM: d18:0/24:1
−0.079455
−0.035952
−0.042576
−0.025342
0.022042
−0.047273
−0.087196
−0.087255
−0.001396
0.013903

288
817.9/184.4>SM: d18:0/24:0
−0.027589
0.080378
0.032588
−0.06016
−0.018573
−0.058138
−0.058037
−0.055367
0.005254
0.037188

289
841.9/184.4>SM: d18:1/26:1
−0.050894
0.1127
0.03242
−0.063669
−0.047203
0.018373
0.001122
−0.021974
−0.008654
0.03723

290
843.9/184.4>SM: d18:0/26:1
0.069477
0.034935
0.030595
−0.041014
0.042206
0.038507
0.013522
0.024098
0.029343
0.053701

291
843.9/184.4>SM: d18:1/26:0
0.069864
0.037421
0.029489
−0.038501
0.042405
0.035168
0.014293
0.019642
0.025249
0.052345

292
845.9/184.4>SM: d18:0/26:0
0.067518
0.039665
0.015161
−0.026493
0.058778
0.06045
0.035718
0.032173
0.035383
0.032965

293
538.7/264.4>Cer: d18:1/16:0
−0.081671
−0.028482
−0.022803
−0.028836
0.10822
−0.003116
0.030613
0.04176
0.012135
0.02178

294
540.7/260.4>Cer: d18:0/16:0
−0.112976
−0.040381
−0.011263
−0.031203
0.032786
0.008232
0.017742
0.002939
0.005903
−0.012814

295
560.7/264.4>Cer: d18:1/18:0
−0.096464
0.004918
−0.041724
−0.056698
0.045891
0.050414
0.033671
−0.033381
−0.041593
−0.020064

296
568.7/260.4>Cer: d18:0/18:0
−0.095406
−0.032162
−0.039353
−0.05126
0.003848
0.066614
0.009127
0.033216
0.027079
−0.004445

297
594.7/264.4>Cer: d18:1/20:0
−0.106277
−0.015611
−0.025823
−0.051478
0.024807
0.041877
0.035279
0.014256
−0.008418
−0.001582

298
590.7/260.4>Cer: d18:0/20:0
−0.072024
0.043845
−0.024288
0.016228
0.084222
0.005741
0.011443
0.028823
0.048047
−0.053485

299
622.8/264.4>Cer: d18:1/22:0
−0.108979
−0.031914
−0.014411
−0.022147
−0.002941
−0.003694
0.026732
0.04752
0.022397
−0.035514

300
624.8/260.4>Cer: d18:0/22:0
−0.001949
0.071665
0.014275
−0.02713
0.103132
0.027549
−0.034951
0.001603
0.047801
−0.013576

301
648.9/264.4>Cer: d18:1/24:1
−0.114834
−0.003176
−0.033233
−0.021612
0.0354
0.038193
0.030352
0.003672
−0.011987
−0.013092

302
650.9/260.4>Cer: d18:0/24:1
−0.110893
−0.027429
−0.033317
−0.028988
−0.011621
0.045933
0.029423
0.025443
0.028852
−0.022536

303
650.9/264.4>Cer: d18:1/24:0
−0.097066
−0.045965
−0.005997
0.020459
−0.056436
−0.027201
0.00482
0.019454
0.032105
−0.034434

304
652.9/260.4>Cer: d18:0/24:0
−0.090799
−0.058164
−0.013807
−0.002016
−0.050461
−0.013956
0.003233
0.056739
0.064907
−0.016165

305
670.9/264.4>Cer: d18:1/26:1
−0.102139
0.017725
−0.041193
0.005218
0.005478
0.034015
0.030693
−0.033251
−0.023365
0.003372

306
678.9/260.4>Cer: d18:0/26:1
−0.035018
−0.055373
0.032694
−0.059622
−0.003467
0.039188
0.017831
0.153842
0.099266
0.029568

307
678.9/264.4>Cer: d18:1/26:0
−0.051031
0.028146
0.040513
0.034284
0.00785
−0.038371
0.033338
0.026951
0.021693
−0.007997

308
680.9/260.4>Cer: d18:0/26:0
−0.013942
−0.05412
0.014181
−0.061772
−0.005409
0.025647
−0.02215
0.143509
0.109343
0.053177

309
700.7/264.4>MonoHexCer:d18:1/16:0
−0.093441
−0.066556
−0.0099
−0.037818
−0.005274
0.038883
−0.037747
0.086455
0.08371
0.031229

310
702.7/260.4>MonoHexCer:d18:0/16:0
−0.066004
−0.04965
0.013454
−0.036922
−0.027328
0.027982
0.000522
0.129142
0.109671
0.034565

311
728.7/264.4>MonoHexCer:d18:1/18:0
−0.116366
−0.035275
−0.019247
0.005247
0.012577
0.016304
−0.020917
−0.002818
0.013837
−0.013146

312
730.7/260.4>MonoHexCer:d18:0/18:0
−0.06663
−0.001819
0.0521
−0.034233
−0.037685
0.022729
0.012984
−0.054482
0.032966
−0.079693

313
750.7/264.4>MonoHexCer:d18:1/20:0
−0.104458
−0.062298
0.000774
−0.004368
−0.003991
0.024321
−0.014401
0.052083
0.060607
0.00501

314
758.7/260.4>MonoHexCer:d18:0/20:0
−0.059226
−0.016067
0.006201
−0.037667
−0.037038
0.025751
0.029413
0.04022
0.016112
−0.030405

315
784.8/264.4>MonoHexCer:d18:1/22:0
−0.09291
−0.07521
−0.006279
−0.022238
−0.017439
0.00262
−0.054086
0.069156
0.088232
0.005784

316
780.8/260.4>MonoHexCer:d18:0/22:0
−0.070802
0.010144
−0.004934
−0.013803
−0.030498
−0.011344
−0.058772
−0.004389
0.018578
−0.024384

317
810.9/264.4>MonoHexCer:d18:1/24:1
−0.104884
−0.052794
−0.024156
−0.01741
0.009774
0.045081
−0.034109
0.040499
0.070154
0.010709

318
812.9/260.4>MonoHexCer:d18:0/24:1
−0.083584
−0.065761
−0.023889
−0.0221
−0.001599
0.037633
−0.029203
0.084983
0.105726
0.04407

319
812.9/264.4>MonoHexCer:d18:1/24:0
−0.083744
−0.077156
−0.005128
−0.029543
−0.018526
0.011794
−0.048559
0.083988
0.107765
0.015524

320
814.9/260.4>MonoHexCer:d18:0/24:0
−0.089033
−0.062703
0.003806
−0.026279
−0.027456
0.017615
−0.030768
0.059948
0.110364
−0.012725

321
838.9/264.4>MonoHexCer:d18:1/26:1
−0.097906
−0.051344
0.018165
−0.013912
0.008298
0.027266
−0.013752
0.046764
0.074897
−0.048319

322
840.9/260.4>MonoHexCer:d18:0/26:1
−0.061726
0.021541
0.007593
−0.004864
−0.048812
−0.000355
0.001227
0.018958
0.004339
−0.087311

323
840.9/264.4>MonoHexCer:d18:1/26:0
−0.103153
0.003172
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L
M
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O
P
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AA
AB
AC
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AH
AI
AJ
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AL
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29
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30
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32
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33
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38
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42
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299
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300
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301
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302
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303
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304
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305
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306
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307
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308
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309
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310
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311
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312
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313
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314
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315
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316
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317
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318
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319
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320
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321
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322
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323
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324
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325
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326
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327
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328
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329
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330
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331
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332
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333
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334
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335
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336
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337
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338
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339
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340
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AN
AO
AP
AQ
AR
AS
AT
AU
AV
AW
AX
AY
AZ
BA

1
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2
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0.021129
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3
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0.006351
0.041128
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4
0.057557
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5
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6
0.047515
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0.112325
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0.104373
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7
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8
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9
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10
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11
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12
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13
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14
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15
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16
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17
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18
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19
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20
0.008414
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21
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22
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23
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24
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25
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26
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27
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28
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29
0.003165
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0.044604
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30
0.04426
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31
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32
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33
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34
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35
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36
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37
0.026123
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38
0.027976
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39
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40
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287
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288
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290
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292
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293
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296
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297
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300
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301
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302
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303
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306
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308
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311
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314
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315
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316
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318
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320
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324
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325
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326
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327
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328
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329
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330
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333
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335
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336
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339
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340
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BB
BC
BD
BE
BF
BG
BH
BI
BJ
BK
BL
BM
BN
BO

1
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3
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5
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6
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7
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8
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9
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10
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11
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12
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13
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15
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16
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18
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19
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20
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21
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22
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23
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24
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25
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26
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27
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28
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276
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277
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278
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279
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280
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281
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282
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283
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284
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285
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286
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287
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288
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289
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290
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291
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292
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293
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294
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295
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296
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0.02602
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0.059504
0.063452
0.047329
0.044617
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297
0.037971
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0.040054
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0.000292
0.010803
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298
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0.039086
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299
0.057355
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0.068508
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0.010085
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0.05498
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0.006146

300
−0.119947
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0.124395
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301
0.032325
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0.012467
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0.001733
0.036854
0.014787
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302
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0.004553
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0.042739
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0.069546
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303
0.073611
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0.07564
0.038392
0.017859
0.021062
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0.084691
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304
0.021228
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0.031898
0.04372
0.047924
0.018359
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0.022704
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305
0.01542
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306
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0.086948
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0.123294
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0.066

307
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0.044421
0.162683
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0.132662
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308
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0.088915
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309
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0.004956
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310
0.019171
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0.007141
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311
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0.039507
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312
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0.056882
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313
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314
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315
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316
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317
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318
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0.048728
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319
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320
0.038755
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0.013332
0.009652
0.022322
0.043174
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321
0.052888
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0.046041
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0.04941
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0.091251
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322
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323
0.021907
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0.032591
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0.003796
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324
0.037304
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0.03938
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0.077153
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325
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326
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0.064243
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0.036607
0.04025
0.034992
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327
0.003017
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0.016534
−0.003442
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0.018768
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328
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0.007003
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0.055125
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329
0.021663
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0.040294
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0.011421
0.015543
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330
0.107134
0.060185
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0.098348
0.02228
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−0.00048
0.085068
0.019622
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0.154601
0.110465

331
0.006732
0.042504
0.021828
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0.032175
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0.015513
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332
0.031012
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333
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0.021457
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0.007593
0.021755
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334
0.005176
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0.111672
0.15252
0.102138
0.016397
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0.046476
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335
0.036054
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0.006281
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0.019003
0.027401
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336
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0.11923
0.118075
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0.013293
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337
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338
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0.141493
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0.090577
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0.043263
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339
0.032433
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0.026992
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0.029265
0.037502
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0.109686
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340
0.039106
0.041108
0.046172
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0.043088
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0.113311
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0.039431
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−0.099578
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BP
BQ
BR
BS
BT
BU
BV
BW
BX
BY
BZ
CA
tc CB
CC

1
−0.028277
0.000772
−0.069196
0.057976
0.053361
−0.027805
0.003244
−0.000529
−0.030384
0.009018
−0.063018
0.010903
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0.019786

2
−0.020629
0.023968
−0.044289
0.061056
0.044788
−0.052316
−0.011239
−0.024265
0.019925
−0.015659
−0.033255
0.013526
−0.015262
0.030359

3
−0.000198
0.005996
0.017159
0.026893
0.021321
−0.031105
−0.008361
0.010201
−0.039792
−0.031829
−0.052053
0.015957
0.038777
−0.017379

4
0.016134
0.095849
−0.066349
−0.011882
0.030787
−0.007795
0.076188
0.036762
−0.008154
0.06042
0.006928
0.024649
−0.076775
−0.003867

5
−0.078591
0.025253
−0.087609
−0.005676
0.138902
−0.077427
0.054318
0.144224
−0.090124
−0.019261
−0.083232
−0.039795
−0.01455
−0.011081

6
0.009353
0.031432
0.010353
0.034585
−0.061221
−0.032416
−0.079612
−0.005088
0.044726
−0.04906
0.088919
−0.088429
−0.029604
0.018675

7
0.019346
0.021303
−0.012155
−0.040471
−0.06772
0.003323
0.039145
−0.15277
−0.08898
−0.023014
0.047908
−0.011109
0.150232
0.005008

8
0.066688
0.058689
0.053997
−0.008745
−0.083995
−0.073657
0.034781
−0.083953
−0.101449
0.041287
−0.020381
0.084357
0.021296
0.075958

9
−0.010898
0.057733
−0.046543
−0.001585
−0.034566
−0.007621
0.102279
0.039871
−0.00755
0.095255
0.026133
−0.02161
−0.017073
−0.049679

10
0.05731
0.111985
−0.014228
0.026448
0.097219
−0.048287
0.031027
−0.006522
0.051168
−0.055754
0.063048
−0.004573
−0.035512
−0.053185

11
0.024194
−0.214293
0.11043
0.029691
−0.107571
0.008251
0.072996
0.064988
−0.093266
0.044675
−0.080991
0.069186
0.029255
0.049663

12
0.093728
−0.122906
−0.039842
0.02194
−0.121733
0.004541
−0.089288
−0.039681
−0.102945
0.094617
−0.027733
−0.004999
−0.080121
0.050185

13
0.010021
−0.04065
−0.008209
−0.023267
0.015525
0.054298
0.046762
−0.033543
0.013678
−0.039143
−0.017754
0.063809
0.017381
0.019054

14
−0.007081
−0.034734
−0.017035
−0.021965
0.038624
0.05802
0.013816
−0.019087
0.024289
−0.029429
0.007615
0.04388
−0.005124
−0.004383

15
−0.027841
−0.042408
−0.009319
−0.01777
0.019821
−0.007935
0.007083
−0.010278
0.007861
0.020976
−0.04447
−0.005895
−0.017419
−0.024872

16
−0.057073
0.012855
−0.039469
−0.205293
−0.068586
−0.035596
−0.046637
−0.101957
0.031976
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264
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265
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266
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267
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268
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269
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270
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271
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272
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273
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274
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275
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276
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277
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278
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279
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280
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281
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282
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283
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284
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285
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286
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287
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0.069744
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288
0.048562
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289
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290
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291
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292
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293
0.011429
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294
0.051001
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295
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296
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297
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298
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299
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0.050839
0.01565
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0.096922
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0.005349

300
−0.115732
0.040896
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0.022958
−0.103952
−0.071433
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0.044702
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0.120663
0.033603

301
0.022485
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0.025103
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0.018172
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0.052252
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302
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0.000607
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303
0.006146
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304
0.000924
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0.011826
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305
0.041775
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0.067989
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306
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0.089264
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307
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0.063118
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308
0.021299
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0.012174
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0.008188
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309
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0.006585
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0.027113

310
0.013893
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0.013351
0.051513
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0.006273
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311
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0.000891
0.053884
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−0.051291
−0.008535
0.002983

312
0.198241
0.105925
0.085393
0.036959
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0.123124
0.093203
0.025968
0.098375
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0.018729
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313
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0.067769
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0.059269
0.025611
0.015248
0.067116
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0.009524
0.066404

314
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0.093243
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0.04698
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0.019372

315
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0.012656
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0.029339
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316
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0.176453
0.053407
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0.01369
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317
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318
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319
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0.034139
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0.002918
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320
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0.128851
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0.029647
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0.007299
0.056361
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0.039087
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0.054452

321
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0.062047
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322
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0.104399
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0.018101
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323
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0.067531
0.110453
0.040888
0.000061
0.017888
0.027993
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324
−0.043706
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0.036446
0.116358
0.019152
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0.009301
0.095285
0.069024
0.012445
0.000943
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325
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0.024328
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0.063754
0.023634
0.078818
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0.008443
0.017409
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0.019998
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326
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0.005753
0.004037
−0.040486
−0.061035
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−0.05412
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0.019224
0.028726

327
0.018225
0.021394
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0.003271
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−0.017588
−0.000887
−0.048976
0.039717
−0.024595
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−0.048507
−0.002434

328
0.000296
0.014524
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0.156592
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0.129646
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0.110651
0.121507
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0.090013
0.009625
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329
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0.013716
0.039525
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0.023249
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330
0.002407
0.106695
0.00137
0.122552
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0.127132
−0.102161
0.103743
0.108364
0.005859
0.043031
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0.008258
0.064251

331
−0.010595
0.026004
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0.00208
0.060732
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0.033743
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−0.050938

332
−0.044324
0.008812
0.029928
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0.046615
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0.032067
0.160169
0.019451
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−0.10202
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0.03293
0.039585

333
0.001548
0.033517
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0.023598
0.059294
0.005315
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0.026442
0.013553
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334
0.077546
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0.081301
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0.023382
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0.217922
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0.095251

335
0.018843
0.042778
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−0.029759
0.023876
0.014026
0.007675
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0.005637

336
0.078542
0.093358
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0.024123
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0.027445
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0.034576
−0.11366
−0.011674
0.008757
0.007308
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337
0.042594
0.058803
0.023968
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0.02112
0.047845
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0.055713
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0.051021
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338
0.015096
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0.113341
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0.01953
0.118989
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0.048577
0.034756
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339
−0.069046
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340
−0.073144
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0.116036
0.046329
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0.053993
0.132239
0.044976
0.127797
0.002663

CD
CE
CF
CG
CH
CI
CJ
CK
CL
CM
CN
CO
CP
CQ

1
−0.030787
0.021226
0.057227
0.026446
0.020007
−0.057597
−0.027153
0.011878
−0.041059
0.036329
−0.022085
−0.061568
−0.005806
−0.0199

2
0.012896
0.015959
0.024
0.036468
0.015331
−0.036137
0.023485
0.000253
0.01609
−0.02331
−0.03007
0.096143
−0.024246
−0.013844

3
−0.030331
0.021348
−0.021968
0.026155
−0.009106
0.021233
0.019243
0.049722
−0.041833
0.026777
−0.026205
−0.062479
−0.015042
0.032657

4
−0.045346
−0.042564
0.012343
−0.032466
0.033391
−0.030962
−0.004663
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0.065054
0.066036
0.000004
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0.07067
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0.039698

333
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0.079741
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0.060226
0.026157
0.027785
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334
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335
0.063263
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0.003322
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0.004234
0.060693
0.010836
0.03323
0.037168
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336
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337
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338
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339
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340
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0.127896
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0.123708

CR
CS
CT
CU
CV
CW
CX
CY
CZ
DA
DB
DC
DD
DE

1
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2
0.008078
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0.029592
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3
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0.010128
0.060331
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4
−0.041805
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0.038174
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5
0.015967
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0.010086
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6
0.137162
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7
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8
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9
0.001125
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0.066366
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10
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0.011458
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0.051971
01 09813
0.046694
0.01542Y
0.027802
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11
0.104051
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12
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13
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14
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15
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16
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17
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18
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19
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20
0.014298
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21
0.031365
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22
0.107813
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23
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24
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25
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26
0.009056
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27
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28
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29
0.100333
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0.057937
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0.045499
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30
0.037919
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31
0.015398
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32
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33
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34
0.089674
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35
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36
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37
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38
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39
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40
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41
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42
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43
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44
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45
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46
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47
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48
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49
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50
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51
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52
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53
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54
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55
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56
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57
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58
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59
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60
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61
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62
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63
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64
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66
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67
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68
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69
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70
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71
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72
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73
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320
0.000003
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0.042219
0.070337
0.04248
0.036388
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321
0.01145
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0.023161
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322
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323
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0.082727
0.042252
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324
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0.000803
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325
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326
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0.057758
0.002925
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0.075517
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327
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0.010218
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0.064403
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328
0.030782
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0.08182
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329
0.007652
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0.086449
0.074973
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330
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331
0.027182
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0.079857
0.00063
0.00937
0.082697
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332
0.082126
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0.041945
0.0759
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333
0.122352
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0.078499
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334
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0.039261
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0.066542
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335
0.039216
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336
0.075311
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337
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338
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339
0.005908
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340
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DF
DG
DH
DI
DJ
DK
DL
DM
DN
DO
DP
DQ
DR
DS

1
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0.028114
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2
0.021828
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0.040158
0.026734
0.064326
0.0186
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0.000379
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0.000581

3
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4
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0.023243
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5
0.105287
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0.044522
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0.073198
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0.010051
0.053497
0.107631
0.009183

6
0.030122
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0.032608
0.051996
0.119023
0.11815
0.092509
−0.163362
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0.095343
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7
0.018277
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0.036831
0.094716
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0.090635
0.155866
0.106657
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8
0.012717
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0.023799
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0.001225
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9
0.038996
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0.0206
0.03024
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0.019808
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0.087849
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0.029781
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10
0.034534
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0.10226
0.002065
0.023949
0.016567
−0.036319
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0.012304
0.127595
0.113043
0.005063

11
0.110286
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0.027058
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0.04598
0.023679
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0.092985
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0.0496
0.060408
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12
0.107485
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13
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0.001778
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0.090836
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14
−0.044324
0.081916
0.006217
0.101075
0.0015
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0.112227
0.01771
0.054349
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0.041831
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0.00612

15
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16
0.036633
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0.000867
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0.137422
0.0757
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17
0.056296
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18
0.015857
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0.153278
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0.0207
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19
0.078248
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20
0.009074
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0.02908
0.016366
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21
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0.131222
0.05219
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22
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23
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24
0.000184
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0.065311
0.000835
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25
0.033141
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0.044763
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0.023103
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26
0.018307
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0.030212
0.010691
0.024652
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0.002514
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0.059473

27
0.013267
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0.009379
0.036942
0.001746
0.008173
0.0047
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28
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0.006898
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0.046479

29
0.052028
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0.100955
0.019201
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0.045463
−0.065158
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0.117151
0.160737
0.070115
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30
−0.00527
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0.009472
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0.055156
0.054045
0.071005
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0.023131
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31
−0.037098
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0.009645
0.037542
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32
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33
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34
0.060135
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0.065229
0.044829
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35
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36
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37
0.014182
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0.00062
0.090071
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38
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39
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40
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41
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42
0.011864
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43
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44
0.071324
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45
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46
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47
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48
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49
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50
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51
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52
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53
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54
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55
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56
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57
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58
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59
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60
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61
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307
0.057946
0.02935
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0.043411
0.096464
0.070494
0.013567
0.019588
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308
0.020066
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0.04002
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0.014695
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0.028353
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0.03803

309
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310
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0.006074
0.049391
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0.034003
0.018157
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311
0.02259
0.003496
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0.060343
0.108219
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0.001607
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0.017287
0.014228
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0.016083
0.090204
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312
0.009744
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0.093887
0.001614
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313
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0.098825
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0.069152
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0.088218
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314
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0.03748
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315
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316
0.023993
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0.069537
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317
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318
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319
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320
0.06348
0.1038
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0.000092
0.020561
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321
0.011877
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0.00677
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0.071496
0.061025
0.003766
0.021958
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322
0.08982
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0.02775
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0.003856
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323
0.040933
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0.024556
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0.10878
0.078522
0.078592
0.020006
0.015162
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0.026754

324
0.040709
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0.064639
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0.055868
−0.001579
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0.015965
0.005719
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0.072601
0.064613

325
0.03397
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0.098294
0.035578
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0.153734
0.013356
0.008325
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0.125599
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0.053569

326
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0.092089
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0.075752
0.055137
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327
0.048308
0.022275
0.043689
0.010146
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0.093036
−0.103426
0.049503
0.101213
0.011936
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0.037964
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0.015337

328
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0.02828
0.035748
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329
0.021437
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0.018446
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0.028754
0.047245
0.021055
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0.066438
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330
0.051198
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0.029515
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0.064343
0.05973
0.010187
−0.007622
0.030321
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331
0.043732
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0.028888
0.036809
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0.003273
0.0243
0.033639
0.02979
−0.008803
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0.101711
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0.003425

332
0.011097
0.098324
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0.007503
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0.002325
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0.040882
0.035729
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0.044683
0.104668
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333
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0.085572
0.078831
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0.00915

334
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0.089228
0.010044
0.027148
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0.022161
0.025567
0.023343
0.031516
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335
0.094974
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0.0436
0.050167
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0.074074
0.022067
0.05553
0.081244
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336
0.024443
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0.183745
0.068139
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0.055601
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337
0.084461
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0.011
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0.010166
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0.006048
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338
0.06157
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0.0183
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0.01713

339
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0.003623
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340
−0.08248
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0.087821
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DT
DU
DV
DW
DX
DY
DZ
EA
EB
EC
ED
EE
EF
EG

1
−0.009425
0.028083
0.035391
0.085842
0.003171
0.000735
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0.001067
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0.040132
0.0856591
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2
−0.075664
0.066999
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0.015441
0.005064
0.018786
−0.005038
−0.078168
−0.070045
0.086522
−0.036719
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0.061047

3
0.001687
0.02845
0.023885
0.124731
−0.059837
−0.058697
−0.076137
−0.063971
−0.005227
0.024037
0.100075
−0.025325
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4
−0.053569
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0.015018
0.008266
0.078961
0.002823
−0.097877
0.043124
0.062771
0.074369
0.065867
0.085288
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0.230781

5
0.08124
−0.074437
0.001398
−0.003438
−0.167308
0.074319
−0.044628
−0.048629
−0.043951
−0.012116
0.003976
0.00684
0.056841
0.002509

6
−0.092324
−0.087802
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−0.109371
0.075323
0.005464
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0.056761
0.018672
0.082822
0.111249
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0.102391
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7
−0.031625
0.09392
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0.088008
−0.029065
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−0.019813
−0.07274
−0.027281
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0.02954
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8
0.079687
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0.076956
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0.038182
0.021598
0.002203
0.014488
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0.01295
0.017244

9
0.019902
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0.024382
0.024059
0.013863
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−0.04156
0.095586
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10
−0.048056
0.071391
0.040319
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0.027975
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0.074391
0.134774

11
−0.076052
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0.021452
0.053589
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0.007227
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12
−0.079981
0.004751
0.05667
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0.061787
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0.060836
0.05423
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0.040807
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13
−0.009657
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0.079643
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0.058719
0.070203
−0.0001
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0.054115
0.012902
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14
0.061596
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0.095705
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0.029332
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0.037619
0.046974
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0.048774
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15
0.004265
0.007113
0.012348
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0.019833
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0.068391
0.004984
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16
−0.037367
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0.0168261
0.050616
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0.008225
0.046389
0.033537
0.090899
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17
0.012967
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0.021487
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0.027125
0.029872
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0.079977
0.034225
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18
0.018683
0.025737
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0.123664
−0.011517
0.037448
0.00343
0.096027
0.017594
0.006304
0.04253
−0.031731
0.076954

19
−0.009401
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0.205747
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0.087554
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0.033355
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0.010549
0.068609
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20
−0.013512
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0.023917
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0.013727
0.018043
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0.002296
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0.049417
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21
−0.046546
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0.012439
0.027757
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0.078738
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0.058231
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22
−0.026872
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0.028426
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0.03928
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0.095733
0.010385
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23
0.059694
0.05964
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0.11496
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0.040757
0.12035
0.002487
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0.097618

24
−0.00136
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0.041811
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0.035735
0.008885
0.040453
−0.004598
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0.032294
0.134125
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25
−0.088483
0.00792
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0.042615
0.067051
0.054004
0.087618
−0.009231
−0.230191
0.018932
0.10406
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0.111045

26
−0.00919
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0.05195
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0.020794
0.008517
0.015268
−0.019674
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0.014386
0.029463
0.012816
0.044211

27
0.001272
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0.032075
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0.006869
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−0.013053
0.001554
0.023847
0.036438
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28
0.037723
0.004187
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0.071885
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0.023742
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0.037586
0.049074

29
0.109403
0.136416
0.013423
−0.028471
−0.052785
−0.016971
−0.068229
0.023034
−0.005308
−0.005456
−0.023587
0.001757
−0.01634
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30
0.051922
0.045573
0.051004
−0.050799
−0.002849
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−0.000377
−0.009941
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0.034451
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0.042881
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31
0.04874
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0.043417
0.045692
0.013095
0.053079
−0.020419
−0.010279
0.064291
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0.015024
0.036037

32
0.062095
0.161498
0.011427
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0.085325
0.097463
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33
−0.050784
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0.076137
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−0.127217
0.065233
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0.026373
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0.034636
0.060809

34
−0.020029
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0.006201
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−0.077545
0.092204
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0.16239
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0.072309
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35
0.091479
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0.0448
0.018811
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0.07349
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36
−0.050795
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0.001032
0.060506
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0.090068
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0.060104

37
0.007388
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0.042349
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0.056014
0.090511
0.012546
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0.028449
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38
−0.004986
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0.108633
0.058893
0.118253
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39
0.075461
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0.11137
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40
−0.031556
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0.011253
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41
0.011556
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0.017522
0.065585
0.012226
0.080381
0.030785
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0.019102
0.040743
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42
0.013892
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43
−0.029774
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0.071926
0.01005
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44
0.07089
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0.006536
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45
0.092288
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46
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47
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48
0.073141
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295
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296
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297
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298
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299
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300
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301
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302
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303
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304
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305
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306
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307
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308
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309
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310
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311
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312
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313
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314
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315
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316
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317
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318
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319
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320
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321
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322
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323
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324
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325
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326
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327
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0.003929
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328
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329
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330
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331
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332
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333
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334
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335
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336
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337
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338
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339
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340
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EH
EI
EJ
EK
EL
EM
EN
EO
EP
EQ
ER
ES
ET
EU

1
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2
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0.046815
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3
0.067404
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0.023532
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0.060095
0.112847
0.073754
0.034585
0.004284
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0.006802
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4
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0.097185
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0.033379
0.157747
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5
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0.034643
0.030475
0.049531
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6
0.025694
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0.05199
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0.029546
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7
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8
0.026336
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9
0.035614
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0.102766
0.047727
0.005449
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0.045205
0.102199
0.090319
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10
0.018772
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0.069486
0.03922
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0.018812
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0.065217
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0.05709
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11
0.042906
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0.012553
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12
0.011255
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13
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14
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15
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16
0.003067
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17
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0.014235
0.013839
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0.089056
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18
0.035565
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0.029519
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19
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20
0.000255
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0.081628
0.003385
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21
0.020636
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22
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23
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24
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25
0.059371
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26
−0.0001
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0.073
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0.021995
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27
0.048757
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28
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29
−0.038756
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0.007289
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30
0.183237
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0.03063
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0.009023
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0.000104

31
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32
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33
0.048133
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34
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35
0.054379
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283
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284
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285
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286
0.0237
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287
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288
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289
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290
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291
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0.017294
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292
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293
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294
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295
0.009158
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0.052335
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0.058827
0.04377
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0.01361
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0.047879
0.000733
0.025185
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296
0.010969
0.027797
0.013099
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0.018008
0.018987
0.014652
−0.008125
0.001802
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0.00593
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0.033153

297
0.016291
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0.002824
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0.046525
0.000938
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0.005675
0.032978
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298
0.035901
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0.004652
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0.022425
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0.011703
0.013073
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0.084662
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299
0.024293
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0.036628
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0.005115
−0.013254
−0.029728
−0.031646
0.012727
0.008408
0.023202
−0.012076
−0.00927
0.019791

300
−0.02504
−0.016097
−0.017719
−0.007959
−0.014875
0.007255
0.037071
−0.087205
−0.027757
−0.002223
−0.058039
−0.0555
−0.05732
0.024651

301
0.004476
0.011004
0.002919
−0.038033
−0.011852
0.022501
−0.030715
0.015116
0.023499
−0.003611
0.020695
0.037155
0.004389
−0.004245

302
−0.018422
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0.012861
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0.056154
−0.041515
−0.000539
−0.000631
0.014112
−0.017094
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0.006498
0.027229

303
−0.002285
0.013111
0.004402
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0.048407
0.031873
−0.032399
0.032375
−0.012657
0.030377
0.06601
0.006402
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0.025391

304
0.006908
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0.06846
0.027276
0.006996
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0.020319
−0.024988
−0.030795
0.002943
−0.042171
−0.009842
0.006798

305
−0.012167
0.154743
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0.017084
0.053406
−0.031841
−0.003908
0.032261
−0.022314
0.004364
0.047196
0.029303
0.026051
0.052791

306
−0.014208
0.00179
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0.039765
0.04454
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0.019271
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0.033081
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0.017675

307
0.014418
0.0483
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0.056522
0.015927
−0.015792
0.033034
0.046097
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0.033889
0.001332
0.02632
−0.020038

308
−0.010052
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0.02828
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−0.022522
−0.001006
−0.014875
−0.080877
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0.006105
0.035033
0.044305

309
0.003761
0.096309
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0.004152
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0.011847
0.02714
0.00931
−0.018035
−0.027544
−0.014656
0.001668
0.003992
0.037141

310
0.03041
0.006825
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0.033971
−0.035716
−0.001755
−0.038517
0.046325
0.008228
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−0.07595
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0.030683
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311
0.016766
−0.06708
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−0.041743
0.004176
0.011596
−0.023223
−0.018874
0.004523
0.032375
0.015552
−0.018564
0.01906
−0.036443

312
−0.039801
0.000647
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0.063288
−0.028123
−0.042532
−0.021186
−0.020092
0.011338
−0.03339
−0.033201
−0.021042
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0.035063

313
0.028872
0.14349
0.013153
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0.018128
0.025678
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−0.024236
−0.048556
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0.03684
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0.026286

314
−0.01313
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0.023663
0.061593
0.036199
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−0.047318
0.091155
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315
−0.015997
0.006588
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0.051011
0.019453
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0.019771
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316
−0.018419
0.012791
0.056855
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0.015543
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0.004282
0.004507
0.043561
0.001905
0.100047
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0.052906
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317
0.015796
0.027748
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0.009775
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0.02742
0.014314
0.014521
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0.03991
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318
−0.046429
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0.04581
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0.01044
0.041996
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0.034061
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319
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0.003808
0.024989
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320
0.016025
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0.019584
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−0.018872
−0.009841
0.019754
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321
0.003495
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0.014296
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0.088442
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0.040488
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322
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0.035733
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0.026766
0.036227
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323
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0.014375
0.064828
0.004151
0.01761
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0.020749
0.008534
0.014689

324
0.043294
0.043722
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0.013997
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−0.00239
−0.002677
0.007911
0.058633
0.034993
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0.017268
0.008205

325
0.032451
0.060691
0.048296
0.012807
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0.030514
−0.01221
0.006893
0.015402
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326
0.022677
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0.016026
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0.063913
0.009598
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−0.031237
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0.008121
0.033539
0.063314
0.009957
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327
−0.010483
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0.03323
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0.007341
−0.012565
−0.008951
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328
−0.009091
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0.021572
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0.032825
0.036761
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0.084516
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329
−0.012836
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0.016767
0.022099
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0.034134
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330
0.014138
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0.064569
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−0.023042
−0.011968
−0.024646
−0.041465
0.025761
0.020986
0.0164
0.009144

331
0.005357
0.00072
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0.025319
0.023465
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−0.017466
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332
0.002115
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0.009578
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333
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0.02598
0.033271
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0.049169
−0.007704
0.007593
0.024869
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334
−0.024637
0.07834
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0.011834
0.010309
−0.009061
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−0.001061
0.008494
0.030634
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0.039359
0.070039
0.030164

335
0.004995
0.010041
0.012123
0.092804
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0.037118
−0.029187
−0.03432
−0.054484
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0.002525
0.036398
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336
−0.025221
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0.02331
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−0.035365
0.003379
0.037418
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0.01182
0.006538

337
0.026828
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0.064448
0.065232
0.078282
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338
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0.002851
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0.030706
0.012494
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0.005677

339
−0.005664
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0.024534
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340
−0.009946
0.024019
0.029022
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−0.006074
0.0144
0.000442
0.01515
−0.038307
0.004723
0.028489
0.016786

EV
EW
EX
EY
EZ
FA
FB
FC
FD
FE
FF
FG
FH
FI

1
−0.014525
−0.168975
−0.038303
−0.185663
−0.069341
−0.046869
0.015273
0.003979
0.078718
0.085511
0.071294
0.013956
−0.066994
−0.010726

2
0.025705
0.034309
0.070151
0.047973
0.082674
0.106411
−0.060356
−0.010845
0.090166
0.024991
0.067372
0.069336
0.032351
0.060609

3
−0.090862
0.056651
0.087171
0.121042
0.089224
0.095317
0.01591
0.104554
−0.004529
−0.072416
−0.070226
0.080109
0.149147
0.108975

4
0.039392
0.140663
−0.034279
0.0566
0.08213
−0.06958
0.069952
0.073971
0.012328
−0.085022
0.008717
0.018204
0.107433
0.060031

5
−0.0745
0.01806
−0.061089
0.088823
0.018006
0.000162
−0.060524
−0.036651
−0.005777
−0.004001
−0.047759
0.002999
−0.036129
−0.016098

6
−0.103469
−0.061647
0.040112
0.027368
0.092738
−0.002673
0.031112
−0.04923
−0.06233
−0.010958
0.056048
−0.021821
−0.018818
−0.020696

7
0.037347
0.016802
−0.099247
−0.023271
−0.062544
0.018056
−0.011392
−0.076823
−0.055836
−0.070526
0.000282
−0.043165
−0.011793
0.056061

8
0.09732
0.070082
0.047653
−0.045092
−0.000669
−0.126444
−0.022364
−0.145006
−0.011256
0.051168
−0.03518
0.00258
0.084002
−0.025625

9
0.02307
0.019112
0.084355
−0.001044
−0.089451
0.033151
0.028892
−0.017601
−0.001684
0.002285
−0.043859
0.05
−0.02879
−0.10585

10
0.067778
0.008101
−0.035592
0.098985
−0.113816
−0.042201
−0.081443
0.0704
0.005759
0.007879
0.033901
0.021411
0.071623
−0.08987

11
0.023367
0.037376
0.04735
0.035116
0.039362
0.060572
0.063776
−0.004981
0.048799
−0.031544
−0.055313
0.042756
0.015364
0.014996

12
0.004075
0.017476
−0.056769
0.030635
0.016279
0.044391
0.037927
0.068591
0.029659
−0.058371
−0.024589
−0.004936
−0.026895
0.031109

13
0.086301
−0.025625
−0.033828
−0.041434
−0.089228
0.012284
0.09139
0.079503
−0.024054
0.077003
0.084429
0.054266
−0.003337
0.104273

14
−0.031322
0.061571
−0.055613
−0.021057
−0.057702
−0.02085
−0.014178
0.011263
0.064585
0.115245
−0.010455
0.017677
0.031147
0.058951

15
0.008623
−0.009563
0.014545
0.035859
0.013695
−0.045239
0.01654
−0.069911
−0.067681
−0.080024
−0.112661
−0.212699
−0.057353
−0.013063

16
−0.088137
−0.033539
−0.002589
0.054731
−0.00281
−0.0488
0.014546
0.052685
−0.033502
0.044417
0.016763
0.024352
0.014934
0.029462

17
0.141965
0.07055
−0.061301
0.047082
−0.155597
0.005991
−0.120779
0.072668
−0.082869
0.004993
0.064434
−0.071176
−0.023774
0.043474

18
−0.005359
−0.074613
0.086367
−0.062316
−0.001918
−0.010578
−0.046254
0.015055
−0.041674
−0.048719
−0.082977
−0.031887
−0.072968
−0.032003

19
0.089199
−0.070247
−0.001668
0.015311
−0.014983
0.08699
−0.031146
−0.051938
0.087802
−0.035907
−0.071262
−0.031347
−0.025526
−0.038725

20
0.036
−0.014623
0.015626
0.071898
−0.042961
−0.173556
0.016197
0.011635
−0.088638
0.003801
0.072483
0.007848
0.014012
−0.049651

21
−0.15755
0.030047
0.073222
−0.031201
−0.046334
−0.012716
0.082083
−0.057813
−0.212188
0.038869
−0.076848
0.021954
0.033507
0.042173

22
0.092936
0.066142
0.067105
−0.044856
−0.022555
−0.026323
−0.042577
0.008283
−0.18186
−0.077972
0.038353
−0.072385
0.011367
0.046291

23
0.01366
−0.017823
−0.041373
−0.006098
0.000267
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270
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271
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272
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273
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274
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275
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276
0.033012
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277
0.001203
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278
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279
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280
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281
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282
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283
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284
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285
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286
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287
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288
0.031094
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289
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290
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291
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292
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293
0.004557
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294
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0.059817
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295
0.002638
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296
0.020781
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0.050019
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297
0.010197
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298
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299
0.006656
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0.009283
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0.010817
0.021139
0.020837
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0.009632
0.025065

300
−0.018789
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0.019504
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0.041406
0.04387
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0.000265
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0.055861

301
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0.033003
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302
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0.018432
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303
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304
0.025716
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0.036826
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305
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306
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307
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308
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309
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310
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311
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312
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313
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314
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315
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316
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317
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318
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319
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320
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321
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322
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323
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324
0.061865
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325
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326
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327
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328
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329
0.046596
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0.004556
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330
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331
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332
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333
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334
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0.026982
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335
0.030852
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336
0.023192
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0.040009
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337
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0.015
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0.049262
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338
0.058053
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0.018343
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0.039974
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339
0.02937
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0.041111
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0.106902
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340
−0.031093
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0.014947
0.065561
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0.000691
0.007657

FJ
FK
FL
FM
FN
FO
FP
FQ
FR
FS
FT
FU
FV
FW

1
0.023462
0.096439
−0.002798
−0.15481
0.096468
0.004466
0.06897
0.09146
0.043585
0.007402
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0.054584
−0.008101
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2
−0.003032
0.030986
0.037479
−0.029114
0.029629
0.010724
−0.01362
0.02909
−0.049231
−0.02455
−0.03213
0.039738
0.20402
0.018423

3
0.062022
0.004045
0.048445
0.053427
−0.059692
−0.075952
−0.031829
0.008567
0.022096
−0.049252
−0.039585
0.032325
−0.059801
0.013418

4
−0.013093
0.024845
0.125791
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0.014366
0.06664
0.0171
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0.001072
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5
0.029227
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0.011002
−0.001424
0.015207
−0.015648
0.016363
0.0081911
0.014991
−0.002273
0.01802
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−0.076217

6
0.035292
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0.031254
0.095365
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−0.019899
−0.01494
−0.000995
−0.000489
−0.076098
−0.017229
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0.012527

7
−0.053355
0.019796
0.114879
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−0.042693
−0.057967
−0.040144
−0.020104
0.04404
0.035024
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−0.007513
0.017244
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8
−0.004603
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−0.033674
0.010394
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0.029755
0.039353
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0.049153
−0.005765

9
−0.062629
−0.030968
−0.12182
0.054876
−0.005988
0.016772
0.047452
−0.011096
−0.009591
0.006199
0.046516
0.06107
−0.08086
−0.020948

10
0.042418
−0.070184
0.030793
0.098321
−0.045046
−0.005392
−0.000174
0.00147
−0.006592
0.064128
0.033831
0.116626
0.019935
−0.005754

11
−0.041274
0.052242
0.035529
0.079327
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0.004484
−0.004279
0.00002
−0.039252
0.023786
0.034075
0.013181
0.022595

FX
FY
FZ
GA
GB
GC
GD
GE
GF
GG
GH
GI
GJ
GK

1
−0.070147
−0.065169
−0.072032
−0.079937
−0.067952
0.059341
−0.04182
−0.083738
−0.027568
−0.037226
0.03544
0.025903
0.018329
−0.108682

2
0.032747
0.00022
0.000342
0.004684
0.025018
0.070324
−0.025421
0.021144
0.029604
0.038716
0.042823
−0.00443
0.02157
0.000621

3
0.018537
0.055984
0.032665
0.068128
0.073442
−0.032148
−0.006385
0.047449
0.044304
0.016757
0.008864
0.107769
−0.019705
0.062207

4
−0.005425
−0.031354
−0.0331
−0.061706
−0.03297
−0.10909
−0.067681
0.025543
0.021166
−0.005861
−0.071302
−0.006039
0.00226
−0.060995

5
−0.019591
0.001092
−0.026362
0.047104
0.034316
−0.005583
0.033864
−0.024238
0.031066
−0.000871
0.077688
0.045213
0.000444
0.068243

6
−0.00216
0.038263
0.02582
0.030582
0.029769
0.000941
0.010497
0.04723
−0.021795
−0.059301
−0.005332
−0.008144
−0.036014
−0.012051

7
−0.011157
−0.019936
−0.009653
−0.01939
−0.031509
0.074759
−0.060876
−0.135343
0.011643
−0.007202
−0.044426
−0.123188
−0.052375
−0.080409

8
−0.007302
0.00542
0.01919
−0.042933
−0.020055
−0.00311
−0.010076
0.025727
0.024906
0.046576
0.037134
0.002549
−0.019971
0.056996

9
0.028775
−0.003679
−0.022235
0.011177
0.039008
−0.028803
0.002212
−0.030538
−0.033939
−0.051903
−0.019888
−0.023755
−0.091984
0.072143

10
0.005419
−0.064366
−0.053484
−0.023389
0.037006
0.075412
−0.052052
−0.0418
0.013471
0.062113
0.057259
0.069238
0.003399
−0.04642

11
0.039509
−0.002289
0.005195
0.002045
0.033961
0.017712
0.010368
0.012083
−0.010958
0.008187
0.015061
−0.008981
0.056848
0.004277

12
0.03057
−0.004148
−0.007193
−0.00309
0.019358
−0.037092
−0.010703
−0.027505
0.000122
0.005009
0.012936
0.006577
0.057157
0.043468

13
−0.02993
−0.02628
−0.037229
−0.036581
−0.03334
−0.026163
0.006441
0.003798
0.058957
0.014111
0.101701
−0.072647
−0.072698
0.050804

14
−0.001538
0.048964
0.057099
0.059412
−0.037288
−0.056923
−0.075706
0.019785
0.036952
−0.015493
−0.018003
0.05655
0.027846
0.044952

15
0.029157
0.047574
0.041001
0.065221
0.029169
−0.081216
−0.007498
−0.030039
0.021495
−0.039091
−0.014192
0.065479
0.062359
0.02482

16
−0.010818
0.007064
0.000693
0.015671
−0.009545
−0.038004
0.043123
0.047358
0.016244
0.008585
0.017493
−0.00326
−0.026861
−0.024455

17
0.026401
0.004641
0.005821
0.032862
0.067228
0.084004
0.056781
0.031174
−0.031276
0.052593
−0.01471
0.007039
0.021906
0.10394

18
0.000583
0.035348
0.038476
0.012735
−0.034628
−0.026268
−0.033234
0.044154
0.018403
0.054778
−0.014153
0.000019
0.026946
−0.03401

19
−0.03463
−0.022466
−0.025527
0.018718
−0.005789
−0.144558
0.065819
−0.054277
−0.032565
0.00716
−0.038948
−0.035793
−0.055409
−0.026438

20
−0.005699
0.018379
−0.028244
−0.030449
−0.047294
−0.007898
0.045483
−0.073069
−0.031208
−0.126511
−0.119732
−0.05127
−0.074348
−0.064911

21
−0.005096
0.002091
−0.013616
−0.043684
−0.001757
−0.059864
0.045315
0.070944
−0.050135
−0.038258
0.03995
−0.042315
0.020442
0.03176

22
−0.00608
0.001936
0.016527
0.004303
−0.064185
−0.100879
−0.022574
0.106445
−0.002374
0.000448
0.031188
−0.042542
0.001517
−0.000381

23
−0.000662
−0.075141
−0.035318
−0.056972
−0.006745
0.032368
−0.019301
−0.079385
−0.041966
−0.019902
−0.041277
−0.002606
0.051091
−0.048222

24
0.012057
0.028964
0.005356
0.083171
0.0345
0.041278
0.026414
0.029673
0.008882
0.029717
−0.006441
−0.006184
−0.014734
0.017985

25
−0.005327
0.007405
0.021847
0.042383
0.031639
0.044495
−0.055699
0.074297
0.07549
0.033958
0.0129
−0.055028
−0.065928
0.038144

26
−0.04782
0.017948
−0.007174
0.012203
0.023768
0.15354
−0.006904
0.017944
0.112988
0.101469
−0.015039
0.10742
0.083933
−0.013395

27
−:0.104505
0.006206
−0.036882
0.007861
−0.113201
−0.160178
−0.025843
0.055188
0.028076
0.059237
0.141222
−0.005296
−0.019574
−0.002517

28
0.062238
0.041159
0.018669
−0.004461
0.006611
−0.034847
0.118681
0.061531
0.022875
0.05943
0.07685
0.072764
0.006031
−0.090007

29
0.033594
0.027735
0.019924
−0.024995
−0.006124
−0.062868
0.011093
0.030372
0.012276
0.015518
0.00811
0.009099
−0.001071
0.040129

30
−0.000233
−0.001991
0.005014
−0.022163
−0.038262
−0.112333
−0.087605
0.046527
−0.023252
−0.019568
−0.069519
−0.063664
−0.025793
−0.140541

31
0.032784
−0.031437
0.004265
0.065887
0.119302
0.062076
0.022352
0.012834
−0.023246
−0.032261
0.026987
0.018789
−0.032169
0.022814

32
0.004482
0.019198
0.001272
−0.005005
−0.006753
−0.001933
−0.064263
0.050271
0.053867
−0.051498
−0.111199
−0.003387
0.100258
−0.062304

33
0.048195
0.000374
0.003913
−0.085904
0.002813
−0.018651
−0.040035
−0.005352
0.001867
0.102194
0.158798
0.012631
−0.017969
−0.055732

34
0.009563
−0.006455
−0.027291
−0.027446
0.033035
0.022074
−0.06041
−0.020072
0.001371
0.027801
−0.027179
−0.025396
−0.011612
0.039117

35
−0.012878
0.033295
0.025126
0.051212
−0.056601
−0.036157
0.095179
0.029215
−0.001054
0.048188
0.051991
−0.008722
−0.039492
−0.015289

36
0.014211
0.021233
0.024977
0.012076
−0.024464
0.062302
0.075304
0.048653
−0.04504
−0.011962
−0.003779
0.017
0.057431
−0.092188

37
−0.023558
−0.006946
0.020593
0.043013
0.008775
−0.028319
−0.022671
−0.099484
0.008464
0.047043
0.031831
0.05364
0.042464
−0.077928

38
−0.016042
0.003373
−0.005457
0.024231
0.084996
0.088363
−0.04698
0.040021
0.009604
−0.015002
−0.045984
0.005153
−0.017122
−0.026124

39
0.020314
0.051661
0.054635
0:026947
−0.017855
0.03275
−0.074042
−0.101576
−0.032219
−0.034812
−0.022012
0.079827
0.085071
−0.03824

40
−0.086875
−0.10925
−0.093158
−0.013754
−0.030275
0.053132
0.237137
−0.015975
0.065773
0.055016
0.012638
−0.074869
−0.038131
−0.047999

41
0.009258
0.009381
0.039642
0.006265
0.03917
0.021891
−0.037745
−0.04648
0.01733
0.03122
−0.010807
0.037857
−0.054318
−0.03804

42
0.037285
0.082103
0.059468
0.008018
−0.006503
−0.029331
0.065164
0.065025
0.00776
0.026213
−0.045737
0.046979
0.056391
0.021218

43
0.041122
0.039957
0.035354
0.001927
0.001002
−0.025139
0.033618
−0.064588
−0.014721
−0.096364
−0.115394
0.094844
0.010019
0.003326

44
0.014545
0.017592
−0.004485
0.024575
0.03599
0.052578
0.050596
−0.044227
−0.064555
−0.031642
−0.00851
−0.02178
−0.028716
−0.042958

45
−0.05628
−0.030613
−0.045405
−0.080977
−0.083402
0.034915
−0.034179
0.179033
0.043657
0.015733
0.027913
0.081229
−0.015602
−0.034973

46
0.054647
0.020705
0.002784
0.00473
0.07453
0.004393
0.022418
0.02108
−0.010224
0.02545
−0.001677
0.031253
0.09308
0.033169

47
−0.001887
0.028673
0.004768
0.017998
0.041538
0.031329
0.06883
0.128002
0.032471
0.001213
−0.063295
−0.005619
0.027064
0.02768

48
0.016811
−0.040752
0.003787
0.009883
−0.05777
−0.121924
0.087412
0.076194
0.029186
0.025403
0.03026
0.000176
0.029086
−0.030456

49
−0.037468
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−0.040053
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0.085244
0.12888
−0.070023
0.023029
0.024786
0.001627
0.042374
−0.048821
−0.098424
0.07894

50
0.029402
0.042741
0.04478
0.052678
−0.056458
−0.052292
0.076344
0.048074
0.123015
0.031286
0.001805
−0.01311
0.002751
−0.015868

51
−0.029551
0.033999
0.030448
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0.022869
0.048442
0.073288
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0.027088
0.112746
0.063671
−0.014799
−0.107608

52
0.051505
0.070098
0.084604
0.032899
0.066476
0.081822
0.109847
0.076082
−0.008232
−0.058515
−0.004465
0.001059
0.011973
0.03804

53
0.082329
0.029578
0.027721
0.076892
0.009547
−0.075393
0.103496
−0.073375
0.083007
0.0724
0.038268
−0.106786
−0.086496
0.023739

54
−0.01121
−0.032648
−0.005598
0.015324
0.051219
0.09062
−0.029899
−0.029014
0.053995
0.147323
0.098589
−0.09870
−0.020847
−0.01081

55
0.016474
0.01167
0.001266
0.01787
0.029736
0.033038
0.006763
0.051813
0.035163
−0.025377
−0.041286
0.091816
0.047461
0.053597

56
0.035099
0.046909
0.040342
0.045354
−0.013668
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0.001674
−0.064952
−0.009115
0.010913
−0.047799
−0.02077
0.116664
0.055842

57
0.026375
0.036513
0.055901
0.02556
0.074254
0.052434
0.067857
0.132477
0.045777
0.082101
0.036024
−0.039734
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0.11768

58
0.010491
0.023693
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0.014127
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−0.055784
−0.00002
0.045644
0.012812
−0.021766
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0.024085

59
−0.042522
0.019087
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−0.000545
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0.023202
−0.033849
0.006057
−0.00033/
0.038172
0.088127
0.066287
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0.041766

60
0.026824
0.098529
0.065491
0.010986
−0.040969
0.011429
0.049354
−0.138986
0.030804
0.053039
0.081386
−0.01137
0.037949
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61
−0.023905
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0.019416
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−0.006793
−0.044169
0.111792
0.049239
0.011899
0.004443
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−0.007773
0.026281

62
0.022931
0.000826
0.022775
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0.010742
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0.020847
−0.017326
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0.034025
−0.000651
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63
0.053584
0.005481
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0.02043
0.062502
−0.015783
−0.025345
0.019391
−0.066675
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0.015827
0.006094
0.078689
0.021097

64
0.022541
0.00378
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0.0107
0.00643
0.02244
0.036851
0.029688
−0.006187
−0.005361
0.016965
0.023466
0.020872
−0.011531

65
−0.016171
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0.040706
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−0.067702
0.039027
0.028471
0.019306
−0.000926
0.011819
−0.061492

66
0.000384
0.020249
0.020568
0.046665
−0.00929
0.011247
0.096959
−0.10252
0.038189
0.01167
0.074296
0.009249
−0.002721
0.030347

67
0.008303
0.02105
0.052198
0.040077
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0.039961
0.065486
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0.007264
0.014387
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−0.071693

68
0.040826
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0.019032
0.080448
0.026205
−0.036288
0.03303
0.002904
−0.027893
0.010629
0.009458
0.004151
0.011711

69
−0.02679
0.015601
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−0.089684
0.007523
−0.058306
0.045112
0.043777
0.041552
0.071278
0.087577
−0.062465

70
0.060325
0.032438
0.001383
0.015081
0.008323
0.001094
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0.092109
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0.069591
0.107377

71
−0.009411
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0.029133
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0.002567
−0.012
0.02184
0.002545
0.001979
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72
0.004046
0.020434
0.042786
−0.043514
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0.044119
0.173819
0.0723
0.026914
0.006571
0.045579
0.028785
0.046711
−0.064696

73
−0.022071
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0.018
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0.093205
−0.023168
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0.001674
0.009156
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0.022654
0.071222
0.134579

74
0.013109
0.003239
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0.034247
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0.022519
0.012919
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0.014016
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75
0.082777
0.0335214
0.030725
0.028218
0.103744
0.102225
0.09953
−0.034401
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−0.019353
0.00808
0.020186
−0.076542
0.011306

76
−0.025405
0.005895
0.020498
0.053672
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0.025464
−0.017265
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0.021345
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0.033945
0.000053
−0.104402

77
0.000529
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0.000743
0.010555
0.034127
−0.009366
0.007065
0.022542
0.084843
0.034067
0.067607
−0.029059
−0.031257
0.010776

78
−0.021208
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−0.070509
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0.007419
0.019761
−0.06842
−0.017314
0.001487
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0.017824
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0.041934
0.00013

79
−0.026287
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0.01581
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0.087904
0.045096
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−0.049564
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0.01424
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−0.116753

80
−0.013646
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0.110365
0.012538
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0.035302
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0.022411
0.035676
−0.026806
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0.026042

81
0.006164
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0.007646
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0.066131
−0.000244
0.069106
0.00688
−0.012313
−0.021968
−0.016112
0.002369
0.007088

82
−0.059479
−0.066531
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−0.011395
−0.004511
0.060352
−0.044567
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0.016628
0.092152
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0.012781

331
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0.004463
0.014101
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0.010577
0.014504
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0.003778
0.00186
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332
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0.029204
0.043572
0.002052
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333
0.003479
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0.028632
0.022297
0.022601
0.015219
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334
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0.019175
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0.000338
0.000486
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0.01215
0.003971
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335
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336
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337
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338
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339
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340
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0.036884
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0.009593

GL
GM
GN
GO
GP
GQ
GR
GS
GT
GU
GV
GW
GX
GY

1
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0.132338
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2
0.036173
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0.089826
0.05065
0.05407
0.019313
0.025177
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0.055027
0.024849
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3
0.078722
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0.026012
0.020118
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0.009392
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0.006476
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0.056333
0.164376
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4
0.038428
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0.035786
0.044372
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0.060092
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5
0.044938
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0.045074
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0.033746
0.013978
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0.024372
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0.013985
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6
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0.005432
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0.024196
0.047533
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0.078274
0.054799
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7
0.054962
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0.00241
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8
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0.007849
0.000844
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0.023419
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9
0.125479
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0.097297
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0.010085
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0.004582
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0.02847

10
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0.059961
0.132596
0.054099
0.042155
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11
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0.040675
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12
0.040185
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0.000108
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13
0.021558
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0.034586
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0.065739
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14
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0.009881
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0.022256
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0.039578
0.041217
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15
0.039185
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0.049427
0.005333
0.086521
0.019071
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0.095607
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0.129044
0.100834
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16
0.021709
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17
0.035467
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18
0.017444
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0.070524
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0.072694
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19
0.027908
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20
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21
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0.009083
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22
0.013171
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23
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0.03908
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24
0.052574
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25
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26
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0.031821
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27
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28
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29
0.01603
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0.107307
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30
0.020725
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0.159455
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31
0.019618
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0.001929
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0.098807
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32
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33
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34
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35
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36
0.024672
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0.023965
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37
0.008503
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38
0.000048
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0.000598
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0.074626
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39
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40
0.071148
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41
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42
0.031501
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43
0.053709
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44
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45
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46
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47
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48
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49
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50
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51
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52
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53
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54
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55
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56
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57
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58
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59
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60
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61
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62
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63
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64
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65
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66
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67
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68
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69
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70
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71
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72
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−0.03094
−0.003805
−0.00179
−0.00252
0.017405
−0.047313
−0.014972
−0.001106
−0.028042
0.018807
−0.024935
0.017404
0.023462

320
0.054025
−0.014107
−0.052856
−0.021244
0.050188
0.003199
−0.049669
−0.046965
−0.052671
0.094122
−0.001889
−0.083922
−0.02986
0.044295

321
−0.013695
0.013613
0.063204
0.000869
−0.06717
−0.028553
0.050891
0.046499
−0.024286
−0.019288
−0.02924
0.001649
0.071078
−0.007016

322
−0.013226
0.000739
0.066913
0.001239
0.029328
−0.03162
−0.09496
−0.020621
0.021532
0.00552
0.051758
−0.025468
0.001558
−0.045879

323
0.015407
0.008217
0.014777
0.032402
−0.030327
0.047
−0.032596
0.032591
−0.050229
0.048561
−0.011711
0.030013
−0.027677
0.042154

324
0.041553
−0.02206
0.007759
0.036766
−0.049516
−0.057286
0.029225
0.018097
−0.045429
−0.033065
−0.024446
−0.016842
0.004244
0.014001

325
0.02324
0.010086
−0.021834
0.029985
−0.018034
−0.008228
−0.016269
−0.028239
−0.044935
−0.003428
−0.005377
0.045428
0.041981
0.007958

326
−0.054419
0.039641
−0.056549
−0:032133
0.004341
−0.010898
0.01839
−0.03378
0.010599
0.001414
−0.107914
−0.094782
0.009376
0.03308

327
0.02901
0.006297
0.008059
−0.003283
−0.015824
−0.028509
−0.038975
0.015492
0.016497
0.005346
0.003632
−0.012916
−0.001355
−0.041076

328
−0.011342
0.025591
0.006746
0.016292
−0.035308
0.047791
−0.031133
0.063473
−0.007089
−0.053505
0.037958
−0.005865
0.048642
0.008253

329
−0.013717
0.02572
0.011354
−0.001574
−0.026106
0.00897
0.009065
0.038457
0.002464
0.082978
−0.025301
−0.04939
0.053887
−0.010542

330
0.038503
0.000789
0.036388
0.01293
0.002697
−0.040571
−0.027041
−0.033227
−0.134132
−0.013907
0.029839
−0.033669
−0.044361
−0.004927

331
−0.006713
0.027821
−0.015297
−0.003183
0.041643
−0.029462
0.013334
0.004842
−0.000095
0.025463
0.002804
−0.008071
−0.061823
0.004845

332
−0.020378
0.052733
0.010126
−0.025115
−0.014832
0.012167
0.021895
0.062443
0.094404
−0.015126
0.105627
0.05556
0.05567
0.023612

333
0.000416
0.042185
−0.010349
0.002946
−0.028959
−0.004645
−0.029166
0.060923
0.014196
0.024352
0.035715
0.01414
−0.011709
−0.006725

334
−0.031641
0.01335
0.015062
−0.022133
−0.024937
0.043257
−0.05694
0.042225
−0.059621
−0.04311
−0.002038
0.002586
−0.005025
−0.013051

335
−0.014839
−0.009587
−0.012299
0.019925
−0.001068
−0.011655
−0.007064
−0.064896
0.023699
0.047795
0.004908
−0.026396
0.017137
−0.011947

336
−0.013131
0.009682
0.045875
−0.003265
−0.012165
−0.056392
−0.003664
0.010026
−0.002655
−0.002915
−0.03692
0.082652
0.037293
−0.061286

337
0.014755
0.000536
−0.017704
0.087007
0.029899
0.008185
0.002745
0.007486
−0.027891
0.047978
−0.094436
−0.127151
0.002968
0.071991

338
0.00702
−0.070779
−0.033706
0.003715
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−0.044597
0.037581
−0.043235
−0.012294
0.015153
−0.034548
0.075582
−0.026185
−0.051081

339
−0.052266
−0.014742
−0.001693
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0.111009
0.017009
−0.006808
0.024149
−0.058937
−0.010943
−0.031671
0.022157
−0.029673

340
0.022243
0.017752
0.02066
0.000331
0.026492
0.007636
−0.06274
0.013463
−0.010411
0.012302
−0.038336
−0.039326
0.050437
−0.001878

GZ
HA
HB
HC
HD
HE
HF
HG
HH
HI
HJ
HK
HL
HM

1
0.061809
0.028024
0.03968
0.098533
−0.14903
−0.041224
0.111792
0.012378
−0.000626
−0.020942
−0.094898
0.002616
0.059509
−0.018446

2
0.073633
0.010217
0.10007
0.153534
0.017532
0.025752
−0.325065
0.054255
0.000046
0.010527
0.062239
−0.079642
−0.009402
0.093979

3
0.061709
−0.108425
−0.058973
−0.060632
−0.018222
−0.052088
0.12002
0.023511
0.029216
0.006395
−0.022789
0.038274
−0.112839
−0.010155

4
−0.0031
0.01397
0.060429
0.063868
−0.062419
−0.009459
0.09014
−0.005238
−0.032308
−0.04509
0.009296
−0.046023
0.041658
0.04058

5
−0.073093
0.027851
−0.083584
0.040124
0.040994
−0.057992
0.064997
−0.036446
−0.030364
0.013841
0.024033
−0.008974
−0.035763
−0.006

6
−0.018785
−0.015644
−0.050236
0.030347
0.023253
0.009155
−0.048435
0.018247
0.000243
0.009632
0.024261
0.01451
0.021681
−0.119171

7
0.055689
0.014266
0.016621
−0.046285
0.045818
−0.108586
−0.072371
−0.053614
0.058145
−0.082691
−0.094895
0.01208
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−0.092141

8
−0.04278
0.040549
−0.08929
−0.04195
−0.065253
0.035056
−0.021226
−0.00012
−0.044396
0.064417
0.031058
0.002558
−0.0002
−0.001914

9
0.032651
−0.042184
−0.019455
−0.053441
0.018179
0.01061
−0.189462
0.013003
0.004019
−0.042226
−0.038402
−0.02622
−0.017454
0.012366

10
−0.027877
−0.08832
−0.020698
−0.055
−0.035791
0.054225
−0.02188
0.000235
−0.088561
0.037897
0.005711
−0.059606
−0.002526
−0.027254

11
0.107281
−0.028427
0.063339
−0.04439
−0.005218
0.02347
0.088633
0.042952
0.02517
0.015034
−0.021046
−0.014652
0.021151
−0.052582

12
0.012341
−0.011716
0.076463
−0.059548
−0.038152
0.018672
−0.043685
0.038478
0.079921
−0.018976
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0.012065
0.025711
0.002826

13
0.033377
−0.035808
0.042702
0.013114
−0.045538
−0.148637
−0.063898
−0.009526
0.071085
−0.060643
0.081842
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0.031561
0.037706

14
0.225923
0.074886
−0.244276
−0.108497
−0.054508
0.107561
−0.038011
−0.017611
−0.036996
−0.00288
−0.063078
0.01721
−0.056355
0.055294

15
0.025817
0.215561
0.048288
−0.08909
0.027849
−0.001439
−0.116778
0.004331
0.01501
−0.137579
0.031273
0.002965
−0.089508
0.096979

16
0.018245
0.054845
−0.050142
−0.001729
−0.015846
0.008215
0.063323
−0.052828
−0.031711
−0.001652
−0.036057
0.005682
−0.005343
0.018678

17
−0.039955
0.059221
0.09273
−0.050576
0.004454
0.062809
0.053351
0.003151
−0.030563
0.016029
−0.023654
−0.037003
0.006515
−0.095434

18
0.076762
−0.00176
−0.009508
0.050221
−0.047708
−0.10042
−0.057572
0.001106
−0.00624
0.015331
−0.011202
−0.000119
−0.007636
−0.00476

19
0.012838
−0.066263
0.0196
−0.034616
−0.024257
0.04367
−0.119212
−0.003905
0.07549
−0.006018
−0.084281
−0.06805
−0.004197
−0.041114

20
0.106797
−0.071945
−0.008618
−0.041587
0.124826
0.011228
0.09186
−0.002569
−0.121183
0.001417
−0.039015
0.00365
0.021261
0.102672

21
0.001165
0.130008
−0.085392
−0.040456
0.07323
0.032348
0.08445
0.025096
0.063758
0.000823
0.005471
−0.03041
−0.000206
−0.025874

22
0.0259
−0.108995
−0.019522
−0.015487
−0.076593
−0.03572
−0.017606
−0.030211
0.009745
0.006211
−0.047913
−0.013343
−0.025629
−0.04341

23
−0.0894
−0.010489
−0.118538
0.029033
−0.004764
0.081255
−0.007603
−0.007358
0.037599
0.031715
0.05774
−0.000852
0.009571
0.061826

24
−0.08535
0.079299
−0.05552
0.082046
0.047985
−0.053977
0.012226
−0.020681
0.040535
−0.037515
0.006059
0.056205
−0.033204
−0.010434

25
−0.108522
−0.077092
0.097237
−0.077053
−0.041818
−0.106135
0.060888
−0.005963
0.006253
0.023368
0.031236
−0.051352
0.036052
0.054376

26
−0.062535
0.055664
0.102828
−0.091656
−0.023579
0.130714
−0.107568
−0.010321
−0.089758
−0.009587
−0.059663
0.021773
0.00512
−0.093514

27
0.046755
−0.050041
0.238838
0.159209
−0.096301
−0.054121
−0.025591
−0.088147
−0.118567
0.071011
0.039593
0.082656
0.021982
−0.026304

28
0.095117
0.042402
−0.163254
−0.028671
0.053467
0.105035
−0.012742
0.042257
0.143305
0.031976
−0.024044
−0.016121
0.044305
−0.094898

29
0.039828
−0.065484
0.026117
0.01959
0.025027
0.019972
0.008542
−0.003733
0.014773
−0.059144
−0.008454
0.048343
−0.022219
0.027596

30
0.048351
0.065987
−0.087858
0.013747
0.086983
−0.086358
0.141602
−0.013427
0.057938
−0.020778
−0.013843
−0.005469
0.014358
−0.045279

31
−0.014194
0.06532
−0.063082
−0.02337
−0.05245
−0.097851
0.106259
−0.007233
0.00872
0.141598
0.0767
0.034698
0.122705
0.052664

32
−0.079813
0.100635
−0.05272
0.021369
0.020352
0.029775
0.010492
−0.011712
−0.010876
−0.039767
−0.0103
0.027245
−0.019111
0.004142

33
−0.071493
−0.026689
−0.003069
−0.044712
0.140117
0.013651
−0.032033
0.058726
−0.101397
−0.083574
−0.036072
−0.103102
−0.080201
−0.056394

34
−0.086265
−0.086311
−0.017954
−0.055461
−0.088708
0.01007
0.004537
−0.002761
−0.037699
0.091077
0.097851
0.004059
0.003473
−0.012745

35
0.028019
−0.059738
−0.069271
0.035618
0.002027
0.042318
0.02575
−0.01732
0.045897
−0.079735
0.015505
0.020322
−0.030096
0.023471

36
0.107614
0.028631
−0.009871
−0.096952
−0.110683
−0.019071
0.003558
−0.00891
0.054052
−0.004484
0.001562
−0.065502
−0.085735
0.020191

37
−0.008497
0.032758
0.001636
−0.026819
−0.061718
−0.070341
0.045335
−0.075243
0.010711
−0.072298
0.023611
0.036525
−0.00885
−0.003006

38
0.012824
−0.042725
0.012052
0.013695
0.044885
−0.02778
−0.026341
−0.014195
−0.01174
−0.045873
−0.054145
0.004574
−0.001249
−0.022287

39
−0.081931
−0.035774
−0.030119
0:014344
0.067502
0.03736
−0.129423
0.007322
0.003931
−0.058153
−0.039566
0.02548
0.034799
−0.000562

40
0.024653
−0.085108
−0.085895
−0.014991
−0.052312
0.150335
−0.05917
−0.036025
−0.037518
0.041261
−0.056807
0.044099
0.017477
0.002072

41
−0.008055
0.111697
0.133474
−0.135763
−0.056708
0.092366
−0.068668
−0.018418
−0.001806
−0.060584
0.072479
0.004005
0.07821
−0.037455

42
−0.054367
−0.14872
0.043006
0.007231
−0.018934
−0.063679
−0.015705
0.034514
0.08529
0.040914
0.081268
−0.024668
−0.089678
0.00179

43
0.048226
0.109096
0.015188
0.17232
−0.05793
−0.064557
0.06944
−0.036029
0.043394
0.06144
0.000128
−0.042009
−0.074465
−0.02975

44
−0.007805
0.02525
−0.05592
0.041009
−0.055145
0.001857
0.070401
−0.017308
0.022504
0.023874
−0.025775
0.001903
−0.004647
0.061129

45
0.012401
0.04762
0.015607
−0.012121
0.035074
0.067204
0.049106
0.01883
0.112718
−0.021781
0.024828
−0.009998
0.025407
0.116502

46
−0.071485
0.029697
−0.047811
0.039762
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0.026293
0.085669
0.037672
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0.005672
0.052672
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47
−0.059364
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0.119821
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0.003348
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0.062501
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0.112467
0.017219
0.039168
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48
0.032503
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0.041099
0.038311
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−0.074086
0.128308
0.020524
0.069804
0.006459
0.051548
0.004529
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0.072908

49
−0.056856
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50
0.041146
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0.098535
0.155815
0.015937
0.034161
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0.006684
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51
0.007545
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0.080288
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0.048074
0.092466
0.021918
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52
0.04032
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0.042145
0.094073
0.044787
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53
−0.018391
0.10682
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0.035802
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54
0.105344
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0.025809
0.031282
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0.00939
0.022011
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55
0.127329
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56
−0.050817
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0.030521
0.080313
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57
0.117585
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0.023605
0.056604
0.004093
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58
0.161753
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0.000317
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0.063245
0.000401
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0.001352
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59
−0.043531
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0.018545
0.006061
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0.077933
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60
0.014756
0.070083
0.004467
0.103918
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0.092055
0.077059
−0.070104
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309
0.047574
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0.002194
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310
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0.028616
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0.02898
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311
0.002982
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0.012732
0.007562
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−0.012989
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0.010965
0.009818
0.015161
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0.044269

312
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0.012436
0.031721
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0.013131
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313
0.060293
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0.045608
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314
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0.008936
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315
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0.018348
0.021902
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0.014429
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316
0.010971
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0.002425
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317
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318
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319
0.054641
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0.022363
0.011906
0.022685
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320
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0.021811
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321
0.00678
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0.037612
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322
0.061578
0.069232
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0.046789
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0.027167
0.014171
0.002398
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323
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324
0.010483
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0.038838
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325
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326
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0.001247
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0.039669
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0.024689

327
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0.036622
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0.003848
0.017489
0.014531
0.032791
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0.001886
0.002599
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328
0.066366
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329
0.020322
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0.021641
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330
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331
0.019606
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0.004338
0.002434
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0.006625
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332
0.012635
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333
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0.001026
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0.017368
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334
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335
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336
0.033305
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0.029948
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337
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0.035558
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338
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339
0.000685
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340
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HN
HO
HP
HQ
HR
HS
HT
HU
HV
H
HX
HY
HZ
IA

1
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0.09895
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0.050583
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2
−0.04869
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3
0.075318
0.055752
0.02031
0.0843
0.042847
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−0.020985
−0.040686
−0.00756
0.031963
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4
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0.054274
0.002018
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5
0.058657
0.008841
0.014255
0.052803
0.070817
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0.043315
0.008238
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0.035831
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6
−0.06442
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0.012045
0.037376
0.022026
0.009921
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0.0439
0.07155
0.017209
0.04702
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7
0.029646
0.027108
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0.031886
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0.044023
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8
0.045911
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0.003811
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9
0.054286
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0.036641
0.02352
0.021634
0.009106
−0.028408
−0.00717
0.042952
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0.043683
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10
0.056809
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0.026802
0.051784
0.005491
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0.040729
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11
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0.00077
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12
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0.034198
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13
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14
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0.093153
0.092671
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0.254444
0.198255
0.083848
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15
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0.027571
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16
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17
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18
−0.007008
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0.025869
0.023313
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0.019113
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0.045989
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0.023833
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19
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0.030176
0.03653
0.024324
−0.0225
0.125663
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0.02314
0.052306
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20
0.10308
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0.02284
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21
0.049461
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0.027781
0.020433
0.05384
0.060099
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0.003712
0.06623
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0.040311

22
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0.009894
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0.051197
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23
0.030181
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0.001508
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0.013198
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24
0.001967
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0.028793
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0.02228
0.027159
0.018245
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25
−0.033579
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0.043181
0.036065
0.046085
0.043211
0.042512
0.094593
−0.006848
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0.028453
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0.00071
0.069263

26
0.034745
0.000535
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−0.121239
0.00962
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0.029115
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27
0.047624
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0.065147
0.041025
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0.049852
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28
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0.064791
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29
−0.010985
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0.100044
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0.042351
−0.019355
0.032331
0.008924
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30
−0.008182
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31
−0.044261
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0.035127
0.080841
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0.06698
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0.011534
0.140685

32
0.050709
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0.022997
0.057341
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0.015727
−0.101584
0.071498
0.040582
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33
−0.064512
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0.03956
0.060089
0.063528
0.103818
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0.078244
0.004482
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34
−0.020123
0.052985
0.04484
0.067918
0.04777
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0.058782
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0.15313
0.06921
0.038436
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0.03208
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35
0.040627
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0.017448
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0.023255
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36
0.003972
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0.076216
0.080652
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0.014017
0.020535
0.055185
0.04
0.004069
0.095673
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37
0.008818
0.000779
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0.001458
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38
−0.003178
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0.000417
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39
−0.011099
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0.091797
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40
0.047436
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0.03967
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0.079142
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41
0.081964
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0.000707
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0.100614
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42
−0.144054
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0.006592
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43
0.028469
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0.020141
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44
0.013776
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45
0.008364
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46
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47
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48
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49
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312
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328
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330
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IB
IC
ID
IE
IF
IG
IH
II
IJ
IK
IL
IM
IN
IO

1
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3
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5
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6
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8
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9
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10
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11
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14
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15
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16
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18
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19
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20
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21
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22
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23
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24
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26
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27
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29
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30
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31
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32
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34
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35
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36
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37
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38
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39
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288
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289
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290
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291
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292
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293
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294
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295
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296
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297
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298
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299
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300
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301
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302
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303
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304
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305
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306
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307
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308
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309
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310
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311
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312
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313
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314
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315
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316
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317
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318
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319
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320
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321
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322
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323
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324
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325
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326
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327
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328
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329
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330
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331
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332
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333
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334
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355
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336
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337
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338
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339
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340
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IP
IQ
IR
IS
IT
IU
IV
IW
IX
IY
IZ
JA
JB
JC

1
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2
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0.034017
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0.010398

3
0.041857
0.028168
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0.089579
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0.010146
0.065206
0.075403
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0.068896
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4
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5
0.002965
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0.000196
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0.00682
0.022365
0.045428
0.003908
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6
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7
−0.01714
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8
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0.03809
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9
0.015678
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0.069788
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0.030376
0.02914
0.0463
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0.006285
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10
0.059166
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0.074733
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0.007096
0.007127
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0.006431
0.Q81219
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0.050011
0.014755

11
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12
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13
0.058116
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0.022936
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14
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0.062438
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15
0.007198
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16
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0.020537
0.060286
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17
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18
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19
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0.04488
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20
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0.006545
0.071099
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21
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0.023877
0.013369
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0.014834
0.011308
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22
0.062185
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0.040374
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23
0.054259
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0.08747
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0.019299
0.009885
0.024761
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24
0.018321
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25
−0.024715
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0.068798
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0.027385
0.070551
0.013938
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0.03923
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0.127541
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26
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0.139337

27
0.029712
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0.002827
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0.07379
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28
0.058454
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0.043956
0.000671
0.016878
0.059288
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0.023431
−0.020886

29
−0.03899
−0.042016
−0.055077
0.031403
0.036287
0.003343
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−0.02794
0.007145.
0.038617
0.012009
−0.059063

277
0.052517
0.004224
0.048096
0.03771
0.041863
0.044842
0.051052
0.07104
0.031947
0.00475
0.026476
0.004785
0.001857
−0.015893

278
0.073232
0.009699
0.041245
0.042459
0.006937
0.002119
0.008005
0.043507
0.036541
0.026018
0.026848
0.00486
0.00356
0.004715

279
0.017995
0.034011
−0.020271
−0.032952
0.01612
0.015134
0.027534
0.021822
0.037794
0.051451
0.012516
0.008886
−0.003754
0.014178

280
0.025916
0.061383
0.008821
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0.028399
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0.021467
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0.082712
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281
−0.009219
0.02015
0.020416
0.027287
0.019138
0.060048
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0.021433
0.036357
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0.008884
0.006366
0.001585

282
0.014617
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0.006888
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0.024586
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0.015272
0.024976
0.014032
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0.030463
0.048511
0.012196

283
−0.023059
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0.005823
0.020115
0.025081
0.015443
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0.034576
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0.00192
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284
−0.000287
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0.000518
0.021099
0.004915
0.036173
0.038073
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0.016798
0.000354
0.025797
0.009793

285
0.00602
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0:004406
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0.037506
0.019492
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0.016698
0.00604
0.003439
0.037817
0.035544

286
−0.012622
0.015102
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0.006801
0.026218
0.039923
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0.006403
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0.000118

287
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0.02997
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0.022028
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0.002601
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0.011485

288
−0.00331
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0.016311
0.022584
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0.002315
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289
0.031351
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0.019268
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290
0.03225
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0.004758
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0.000683
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291
0.028682
0.017672
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0.003678
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−0.002003
0.002521
0.006183
0.017255
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292
0.013086
−0.041807
−0.070443
0.013945
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0.024375
0.000986
0.004654
0.028253
0.03214
0.005519
0.069856
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0.031158

293
0.056341
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0.038794
0.04187
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0.021436
0.010956
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−0.008721
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0.003538
0.026204
0.034745
0.001521

294
−0.01574
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0.02016
0.018308
0.033772
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−0.002
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0.016617
−0.002856
0.023797
0.045496
0.011776
0.025707

295
−0.009935
0.028649
0.031552
−0.018313
0.004159
−0.010737
0.025284
0.007551
−0.028724
−0.004675
−0.012141
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296
−0.031379
0.009996
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−0.005566
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−0.038033
−0.002195
0.037528
0.032227
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−0.000562
0.012869
−0.043996
−0.024178

297
−0.030068
0.031422
0.029817
−0.029888
0.009889
0.01878
0.052787
−0.007361
−0.012358
0.01602
0.00236
0.003787
0.000976
−0.019755

298
0.014417
0.0011
0.017125
0.024818
−0.029472
−0.038729
−0.020524
0.043904
0.02971
0.017815
0.002013
−0.055661
0.035635
0.003152

299
0.019674
−0.005123
−0.009255
−0.002097
−0.032509
−0.020062
0.014302
0.01974
0.030092
0.013663
−0.001461
−0.02234
0.009095
−0.004098

300
−0.018259
0.004747
−0.008521
−0.011414
−0.030162
−0.032429
−0.014053
0.031711
0.00818
−0.004915
−0.01116
−0.032552
−0.04946
−0.045684

301
0.017815
−0.005303
0.014529
0.007097
−0.007021
0.019602
0.0003
−0.016515
−0.057789
0.033295
0.031518
0.012955
0.039427
−0.004085

302
0.033884
−0.006928
−0.000858
0.033937
−0.000487
0.059996
0.000105
−0.003244
−0.051285
0.003031
0.011221
0.02942
0.025148
−0.008985

303
0.027013
−0.030013
−0.039317
0.001316
−0.035383
0.00621
−0.01776
0.044276
0.042022
−0.022762
−0.037257
−0.030515
−0.004383
0.029399

304
0.04205
0.001591
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0.011921
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0.028808
0.012291
0.049145
0.066175
−0.017252
−0.017885
0.023104
−0.02547
−0.001477

305
0.00411
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0.017874
0.031475
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−0.033748
−0.003482
−0.026013
0.053023
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0.000887

306
−0.000244
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0.016617
0.006028
0.026405
−0.009782
0.040174
−0.003096
−0.000596
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0.012848
−0.001684
0.029699

307
0.007487
0.030211
0.04001
0.007628
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0.028839
0.030333
−0.017329
0.012379
−0.01015
0.005327
0.06227
−0.005511

308
0.010745
0.013738
0.00146
−0.008019
−0.022867
0.047897
0.007159
−0.027083
0.013948
0.047331
0.039036
0.002793
0.005995
0.004903

309
−0.031712
0.020949
0.009328
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0.014157
0.006234
0.001585
−0.019891
0.015913
0.02523
−0.007048
0.014531
0.007486
−0.002548

310
−0.00471
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0.006805
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−0.037204
−0.039441
−0.020561
−0.005099
0.03043
−0.008215
−0.01054
0.000833
0.016587

311
0.008279
0.055522
0.012609
−0.047918
0.009046
0.001027
0.041952
0.02886
−0.018191
0.019715
−0.038681
−0.055518
−0.030632
−0.030364

312
0.059015
−0.002445
0.00627
0.008381
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−0.013384
0.029991
0.017806
−0.003324
0.025825
0.013603
−0.006096
−0.004869

313
0.02197
0.057755
0.04615
−0.003753
0.014093
−0.011726
−0.01516
0.008052
−0.014623
0.022796
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0.001508
0.00306
0.004874

314
0.001549
−0.011361
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−0.062796
0.043765
0.029315
0.000406
0.015962
0.000343
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0.014064
0.02119
−0.006085

315
0.025715
0.019956
−0.015134
−0.01208
0.021549
0.007406
0.012648
0.007038
0.028089
−0.01797
0.023715
0.007821
−0.029395
−0.00864

316
−0.00372
0.046859
0.043751
0.049584
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−0.074395
−0.011587
0.030739
0.016357
−0.035645
0.003434
0.016822
−0.00256
−0.019707

317
0.024784
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0.018155
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0.018894
0.010652
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318
−0.00357
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0.012102
0.022703
0.014284
0.001731
0.030108
−0.014722
−0.008836
0.001436
0.008228
−0.013353
0.000695

319
0.012522
0.004938
0.010677
0.000041
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−0.019514
0.001731
−0.006462
−0.004657
−0.041129
0.030043
−0.009997
−0.020057
0.010644

320
0.039736
0.001628
0.039686
0.008233
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−0.000374
0.004384
−0.038511
−0.038553
−0.044144
0.042634
0.02371
0.054079
0.021982

321
0.026323
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0.042157
0.041867
0.029492
−0.018556
0.000403
0.028738
0.009414
0.017568
−0.009601
−0.005464

322
−0.022343
0.006246
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0.030425
0.022783
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−0.032194
−0.0037
−0.021403
0.008072
0.045893
0.017103
0.011816

323
−0.036258
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−0.034393
−0.031301
−0.039004
−0.026494
0.003243
−0.028238
0.063974
0.023556
0.019887

324
0.009029
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0.020455
0.052894
0.03213
−0.025005
0.039678
−0.017566
−0.020064
−0.002599
−0.03909
−0.005693
−0.010831

325
−0.017236
0.008304
0.01121
0.00975
0.000468
0.009227
0.017448
0.009481
0.031464
0.02703
−0.007993
−0.011937
−0.056626
−0.031535

326
−0.064073
−0.04994
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0.009268
0.022997
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0.010693
−0.002287
−0.000484
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−0.034079
−0.020477
−0.02166
−0.008486

327
−0.008186
0.003001
−0.039458
0.000537
0.035422
0.00374
0.014705
0.023975
0.02718
−0.014763
0.013351
0.037271
0.004687
0.01022

328
−0.061458
−0.016953
−0.006922
0.001202
−0.053806
0.032696
0.011523
0.006944
0.013707
0.04278
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−0.021885
−0.002568
−0.003741

329
0.023145
−0.009879
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0.024226
0.00065
−0.000115
0.042036
−0.016912
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0.016107
0.025662

330
0.039761
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0.024953
0.017874
0.057546
0.006603
0.010985
−0.013751
−0.062162
−0.021571
0.001114

331
−0.018074
−0.025466
−0.015192
0.038467
0.036302
−0.01409
−0.026212
−0.023934
0.047561
−0.010501
−0.007407
0.056338
0.027238
0.027143

332
0.014144
0.011491
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−0.03563
−0.040351
0.018346
0.019715
−0.034707
−0.014801
−0.003785
0.051706
−0.027803
−0.033235
0.001435

333
−0.024657
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0.004068
0.002162
0.050462
0.018948
−0.012404
−0.011151
−0.007436
0.005946
0.015932
0.018726
0.015281
0.021173

334
0.017907
0.016501
0.014181
−0.023796
0.043165
0.034026
0.023101
0.021344
−0.036521
−0.036583
0.031628
0.028466
0.003986
−0.028312

335
−0.021689
−0.033699
−0.028806
0.028987
−0.032551
0.003693
−0.020297
−0.031773
0.037556
0.048689
−0.002561
0.006798
0.002749
0.046907

336
0.009208
−0.004247
0.050944
0.019279
0.027643
0.01716
0.025756
0.001204
0.007597
−0.045349
0.001471
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0.026978
−0.038545

337
−0.034864
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0.002987
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0.019673
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0.030746

338
−0.007397
0.0033
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0.018242
−0.005172
−0.000443
−0.016469
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0.035998
0.013414
0.00777
−0.011679

339
0.001276
0.016995
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−0.019445
0.023189
0.029396
−0.002276
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0.001042

340
0.006357
0.037145
0.011797
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0.021013
−0.003391
−0.004184
−0.006406
0.005154
0.014033
−0.001766
−0.010771
0.014156
0.042706

JD
JE
JF
JG
JH
JI
JJ
JK
JL
JM
JN
JO
JP
JQ

1
0.025765
−0.031694
0.009224
0.09264
0.010846
0.031861
0.021791
0.051123
−0.063054
−0.035289
−0.045668
−0.046722
0.008047
−0.048934

2
0.037871
0.034928
0.064343
0.06491
0.035598
−0.0372
−0.031115
−0.046164
0.012
0.034677
−0.035139
−0.043151
0.037756
0.070143

3
−0.040629
0.055433
0.076843
0.014883
−0.020355
−0.03256
−0.060739
−0.017108
0.064394
−0.010351
−0.019046
−0.023887
−0.037299
−0.07299

4
−0.060857
0.020772
0.016012
−0.047123
0.053079
−0.005659
0.034347
−0.058534
−0.189014
−0.008601
0.019112
0.024054
−0.00212
−0.030715

5
−0.017824
−0.015868
−0.045592
0.011001
−0.096767
−0.055679
−0.006765
−0.012442
−0.040655
0.059623
−0.015237
−0.007759
−0.034958
0.006017

6
−0.030785
−0.07452
−0.057568
0.000527
0.011752
−0.010853
−0.028018
0.008691
0.041472
0.044392
0.013395
0.013002
0.010285
−0.041221

7
0.02361
−0.00282
−0.04559
−0.056112
−0.008595
−0.000296
0.030051
0.04122
0.018299
0.043385
−0.032635
−0.011322
−0.026947
0.023842

8
−0.045916
0.022812
0.020664
−0.00899
0.036326
−0.002062
−0.033733
−0.038781
−0.030044
−0.05817
−0.004765
−0.022429
0.015259
−0.04908

9
−0.004623
−0.013525
0.000573
−0.007631
0.108821
0.030613
0.015651
0.007336
0.157722
0.105008
−0.022045
−0.026931
−0.033566
0.060356

10
−0.031812
−0.041815
0.009438
−0.047654
−0.036107
0.045733
0.033019
0.002661
0.00814
−0.036579
0.020026
0.020044
−0.019143
−0.022041

11
0.017996
0.024872
0.031833
−0.00689
0.012343
0.010558
−0.009153
−0.001282
−0.002216
−0.048403
−0.006162
−0.005854
−0.019157
0.0438

12
−0.044924
−0.043563
−0.023568
−0.024568
−0.048201
0.004734
0.027588
0.01282
−0.058272
−0.022054
0.010563
0.025443
−0.021574
−0.063682

13
−0.029981
0.060049
0.036836
0.002897
−0.088124
−0.01558
0.003952
−0.014953
−0.073618
0.054597
0.049251
0.063065
−0.003622
−0.041895

14
0.038629
−0.023976
−0.005644
−0.032385
0.063203
−0.038773
−0.056059
−0.072438
0.032844
0.158945
0.031091
0.056096
−0.032808
0.030323

15
0.0178
−0.039094
−0.022496
−0.057576
−0.062019
−0.007231
0.012073
0.078297
−0.098442
0.01122
0.036587
0.023232
0.053614
−0.10583

16
−0.014293
−0.074316
−0.015863
0.007497
0.056669
0.012844
0.002108
0.012878
−0.060471
0.027628
0.005763
−0.003916
−0.041828
0.095345

17
−0.031725
0.041194
0.032184
0.011819
0.019622
0.032324
0.01972
0.059035
0.076233
−0.015313
0.009978
−0.001015
0.021828
−0.052409

18
0.03079
0.01079
−0.000593
0.038643
−0.058347
0.01649
−0.017651
−0.033364
0.058784
−0.029141
0.026054
0.008858
−0.04381
0.02779

19
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269
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272
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273
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274
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275
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276
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277
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278
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279
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280
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281
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282
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284
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285
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286
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287
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288
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289
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290
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291
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292
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293
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294
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295
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296
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297
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298
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299
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300
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301
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302
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303
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304
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305
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306
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307
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308
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109
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310
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311
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312
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313
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314
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315
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316
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317
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318
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319
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320
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321
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322
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323
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324
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325
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326
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327
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328
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329
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330
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331
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332
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333
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334
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335
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336
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337
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338
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339
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340
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JR
JS
JT
JU
JV
JW
JX
JY
JZ
KA
KB
KC
KD
KE

1
0.008217
0.046737
0.104594
0.051278
0.007929
0.033325
0.030384
0.003276
0.010876
−0.073134
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0.025393
0.025035
0.012964

2
−0.047244
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0.001546
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−0.052984
0.028589
0.027806
0.011475
0.034572
0.017357
0.048581
0.042
0.056819

3
0.040783
0.016698
−0.091795
0.012069
0.092894
0.047614
0.066444
−0.032025
−0.027734
0.015118
0.01895
0.021431
0.005535
0.0341

4
0.000543
0.028802
0.028222
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0.008938
0.026714
−0.008374
0.061095
−0.001347
0.005699
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5
0.043312
0.032485
0.007881
0.021799
0.010867
−0.004539
0.00816
0.015554
−0.004578
−0.014083
0.005759
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6
0.040117
0.019767
−0.001704
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−0.046573
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−0.029113
−0.045762
−0.01229
−0.04399
−0.040177
−0.038533
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7
0.062701
0.061347
−0.018438
−0.014129
0.063063
0.010969
−0.110033
0.049559
0.055711
0.048964
0.043808
0.042018
−0.032145
0.005301

8
−0.004332
−0.060212
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0.004592
−0.018666
−0.02171
−0.019532
−0.026817
−0.01914

339
0.019533
0.026567
−0.048736
0.028283
0.006353
0.056849
0.033795
−0.005718
0.005579
−0.015352
−0.01368
−0.012702
0.022422
−0.016647

340
−0.0235
−0.012897
0.000327
−0.00108
−0.024281
0.012497
0.020488
0.008988
0.025283
−0.014776
−0.009115
0.009734
0.049855
−0.002871

KF
KG
KH
KI
KJ
KK
KL
KM
KN
KO
KP
KQ
KR
KS

1
0.014763
−0.004219
−0.019053
0.030815
0.019146
−0.08122
0.061559
−0.02703
0.042228
−0.020373
0.059734
0.037442
0.027359
0.017498

2
0.048955
0.068052
−0.041869
−0.047608
−0.045113
−0.045602
−0.065461
0.002831
−0.012348
−0.040572
−0.053465
−0.007266
−0.086123
−0.019083

3
0.031275
0.002805
−0.054891
−0.049135
−0.045712
−0.003345
0.033197
−0.074256
−0.071089
−0.063539
−0.053536
−0.082184
−0.053113
−0.091742

4
−0.020457
−0.067472
−0.042206
−0.065297
0.035631
−0.022976
−0.028905
−0.000868
−0.017501
−0.073884
0.041225
0.020884
0.088704
−0.031146

5
−0.036409
−0.021223
−0.044958
0.015311
−0.019013
−0.0096
0.014074
0.020674
−0.038534
−0.007504
−0.002635
−0.001913
−0.015354
−0.068842

6
−0.009396
0.015885
−0.050037
0.022596
0.007975
0.077518
−0.022336
−0.031554
−0.053624
−0.033349
−0.011436
−0.017939
−0.063207
−0.072273

7
0.001331
0.010863
0.043857
0.067956
0.021718
−0.031924
0.02571
−0.007857
−0.033707
−0.012096
0.05065
0.021239
−0.019221
0.013158

8
0.021489
−0.001677
0.063098
0.039861
0.032537
0.039542
0.052577
−0.058974
0.08477
0.009371
0.021895
0.044713
−0.005927
0.030665

9
−0.006221
0.004145
0.007654
0.002959
−0.067842
0.03219
0.013973
0.087037
0.026914
−0.044307
0.041813
−0.011098
0.007973
0.030129

10
0.007146
−0.050825
−0.010502
0.035431
−0.021569
−0.005816
−0.030468
0.040753
0.009317
0.148373
−0.015712
0.051486
0.081614
0.03169

11
−0.0592
−0.043776
0.010658
0.009499
0.016285
−0.02093
0.033273
0.040302
0.01312
0.01115
0.007632
−0.004789
0.047288
0.055049

12
−0.000946
−0.000389
0.002666
−0.005899
0.011316
−0.006963
−0.024672
0.005731
0.000292
−0.037173
−0.0189
−0.03848
−0.00632
0.018938

13
−0.031911
−0.01346
−0.127292
−0.020555
−0.025406
−0.02057
−0.049832
−0.056582
−0.072635
−0.044476
−0.049068
0.029531
0.014249
0.01274

14
0.025689
0.057604
0.026402
−0.06844
0.096706
0.04295
0.096432
−0.047743
−0.006763
0.044914
0.085597
0.031518
−0.03277
−0.045043

15
0.027564
0.050068
−0.042169
0.015195
−0.002253
0.145124
0.056625
0.182336
0.102536
0.035164
0.110038
0.102378
0.059656
0.097026

16
0.004571
−0.013145
−0.004984
−0.020718
−0.009458
−0.001728
0.011828
−0.024897
0.028307
−0.000393
−0.047393
0.00557
0.007884
0.033228

17
0.022384
0.001542
0.082137
−0.037033
0.03067
0.006295
0.022792
0.028703
0.074479
−0.004305
0.02477
−0.011894
0.029347
0.058632

18
0.006053
−0.03264
−0.06892
−0.027345
−0.05315
−0.084922
0.006561
0.044616
0.035281
0.091351
−0.030177
−0.043505
0.02547
−0.00069

19
0.02476
0.049721
0.029594
0.024858
0.024069
0.008609
−0.005613
0.039204
0.008764
0.022084
0.042435
0.067932
0.06913
0.017964

20
0.012613
0.009093
0.043929
0.003657
0.001579
−0.003475
0.055359
−0.071108
−0.130491
0.028896
0.007529
0.002205
−0.128502
−0.017069

21
−0.07756
−0.086359
0.015099
−0.098523
−0.039336
−0.081321
−0.064304
−0.024325
−0.036107
−0.023463
0.013612
−0.036733
−0.026687
0.0084

22
−0.015185
−0.028477
−0.011869
0.020685
0.031146
−0.008454
0.06931
0.037497
0.069334
−0.044637
−0.009106
−0.052929
0.045921
0.029166

23
−0.015502
−0.045233
0.033518
−0.012267
−0.019147
−0.034549
0.041415
−0.078714
0.039402
−0.058248
0.001773
0.010209
−0.017463
0.031383

24
0.026781
0.020922
0.037824
0.030123
0.070456
0.077677
0.035979
0.038507
0.044936
0.032919
−0.008875
0.032288
0.052551
0.054128

25
−0.005181
−0.032227
−0.006054
0.028915
−0.037365
0.0608
−0.067672
−0.187023
−0.036987
−0.136234
−0.012698
0.010099
0.014065
−0.067241

26
−0.067607
−0.062264
0.052025
0.042587
0.006561
−0.021648
0.005071
−0.053301
0.058794
−0.060707
−0.003017
−0.029734
−0.016093
0.032692

27
−0.029008
0.046552
−0.030218
0.033785
−0.062469
−0.005869
0.018792
−0.068485
−0.053154
0.030637
−0.006105
0.014964
0.02795
−0.003663

28
0.042679
0.034482
0.026066
−0.001215
0.018109
0.011013
−0.019582
0.022575
−0.034994
−0.015885
−0.045591
−0.030362
0.03821
0.027776

29
−0.029159
−0.035583
0.067804
0.010137
0.063349
0.051665
0.047121
−0.033567
0.027935
−0.042112
0.078293
0.030913
0.056392
0.114997

30
0.102363
0.098991
−0.038014
−0.000353
−0.050382
0.025331
−0.08145
0.044401
−0.094235
−0.041304
−0.059823
−0.052934
−0.067557
0.024427

31
0.02614
0.005495
0.027936
−0.020706
−0.073512
−0.146293
−0.039491
0.058049
−0.083042
−0.064874
0.05676
0.025117
−0.064276
−0.10206

32
−0.083157
−0.047637
0.039018
−0.020203
0.02705
0.013308
−0.01553
−0.043267
0.041615
0.060707
0.01105
0.004387
0.045422
0.055443

33
0.070856
0.066898
0.047883
−0.020188
0.04119
−0.074382
0.076951
0.014623
0.075174
0.178491
−0.015147
−0.07549
0.001059
0.007855

34
0.067292
0.061368
−0.12386
−0.014998
−0.021294
0.093008
−0.01286
0.159984
−0.075607
0.079823
−0.077797
−0.010924
−0.072638
−0.036094

35
−0.026545
0.022338
−0.037158
−0.035643
0.025772
0.040319
0.063391
−0.020219
−0.028989
−0.066263
−0.039562
−0.031402
−0.006873
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36
0.020773
0.018587
−0.039533
0.000793
−0.066272
−0.04726
−0.089461
−0.017759
−0.003094
−0.095765
0.028047
−0.029637
0.018939
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37
0.00182
−0.026147
0.127525
−0.038035
0.062832
0.036147
−0.017883
0.031568
0.016194
−0.054072
−0.053117
−0.066877
−0.049159
0.014223

38
0.03314
0.07515
0.030486
−0.038013
−0.023741
−0.031032
−0.039491
0.050482
−0.009628
0.004514
0.029407
0.000183
0.033308
−0.009465

39
−0.037917
−0.022202
−0.017643
0.028046
0.052702
0.001884
0.006381
0.002588
0.026987
0.01145
0.010008
0.024445
−0.045623
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40
0.024623
0.018081
−0.10127
−0.0525
−0.016324
−0.00624
−0.049921
−0.014427
0.014247
0.01632
0.00373
0.016905
0.043198
0.044411

41
−0.021061
−0.021668
−0.029813
0.013279
0.043781
−0.020595
0.043404
−0.048332
−0.048176
−0.010585
0.015965
0.021832
0.030331
0.019261

42
−0.096361
−0.043402
−0.017957
−0.039904
−0.006228
−0.030926
0.001814
−0.122279
−0.035813
0.124168
−0.04112
−0.080392
−0.036275
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43
0.001345
0.015301
0.137766
0.04809
−0.022498
0.012573
0.023699
−0.098821
0.007905
−0.064763
0.023761
0.001682
0.01848
0.031842

44
0.009275
0.016972
0.001537
0.026031
0.008688
0.078438
−0.000043
−0.124748
−0.036792
−0.019773
0.003254
0.082802
−0.060384
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45
0.031964
0.023315
0.076715
0.047183
−0.015415
0.041178
0.040238
0.079096
0.077677
−0.001582
0.008224
0.011095
−0.0001
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46
0.012325
0.016374
−0.061068
−0.063523
−0.005125
−0.05987
−0.010079
−0.037206
0.025645
0.013532
0.00085
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0.041624
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47
−0.007788
0.005172
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0.128023
0.056246
0.093384
0.061047
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48
0.043553
0.000417
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0.026282
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0.137957
0.000269
0.035124
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0.05701

49
−0.012102
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0.051154
0.001354
0.054075
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0.07043
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0.059246
0.024868
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50
0.003602
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0.00682
0.021391
0.052576
0.033783
0.020606
0.00324
0.02949
0.122176
0.047262
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51
−0.008222
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0.003873
0.033974
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0.013335
0.029882
0.043952
0.027818
0.026058
0.043402
0.038323
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0.025613

52
0.043069
0.08432
0.127165
0.128662
0.126022
0.076766
0.076284
0.098614
0.021599
0.010004
0.105352
0.03319
0.006292
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53
−0.040416
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0.04553
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0.016826
0.034311
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54
−0.026711
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0.125696
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55
0.058606
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0.006841
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0.036081
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56
0.021936
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0.028708
0.100377
0.066131
0.013681
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0.003944
0.000744
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57
−0.035319
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0.025523
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0.03146
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58
−0.050367
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0.007048
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0.022422
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0.001799
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59
−0.003721
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0.012646
0.024838
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60
0.003692
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0.005901
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0.119218
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0.007515
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61
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0.043903
0.044476
0.010809
0.006268
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67
0.015215
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0.001204
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0.051033
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63
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64
0.012815
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0.013452
0.0118
0.004332
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65
0.007948
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66
0.003931
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67
0.029909
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68
0.015473
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69
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70
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71
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72
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73
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74
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75
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76
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77
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78
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79
0.001004
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0.079612
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0.108943
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80
0.004131
0.037932
0.006014
0.01337
0.000078
0.048008
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−0.008952
−0.004449
−0.075913
−0.017641
−0.098362
0.02291
−0.013529
0.040843
−0.012352
0.006494
−0.047262

329
−0.008187
−0.03272
0.063365
−0.009047
−0.010085
−0.013766
−0.000087
0.015253
−0.048514
−0.032984
−0.021042
−0.046113
−0.036347
−0.04348

330
0.006414
0.009733
0.045089
−0.017309
0.047415
0.021788
0.043409
−0.022695
0.025359
0.031995
−0.002811
−0.019569
−0.006379
−0.003002

331
−0.029207
−0.029398
−0.041516
−0.020742
0.018492
0.034315
0.009251
−0.059209
−0.035194
−0.017266
0.011476
0.014479
−0.05277
−0.019942

332
0.009376
0.008322
0.005105
−0.014887
−0.023214
0.010316
−0.031418
−0.001057
−0.033017
−0.063579
−0.020467
−0.006983
−0.015127
−0.028775

333
−0.012834
−0.033463
−0.02416
−0.016476
0.022102
0.008113
−0.006307
−0.005895
0.040942
−0.002476
−0.019036
−0.001084
0.029961
0.012169

334
−0.006595
0.024254
−0.001576
−0.029469
0.007595
0.01449
0.023177
−0.030194
−0.061575
−0.000475
−0.033228
−0.045376
−0.071168
−0.008278

335
0.007157
−0.005149
−0.01482
−0.014311
0.015645
0.033336
−0.011446
−0.001405
−0.024249
0.051939
−0.014288
−0.010245
−0.019766
−0.047812

336
0.006713
0.033881
−0.059508
−0.075109
−0.049386
0.008957
−0.035775
−0.037202
−0.058979
0.002992
−0.025479
−0.013494
−0.024534
−0.056801

337
−0.002017
−0.008784
0.006735
0.024641
0.004139
−0.003515
−0.025181
−0.026929
−0.019689
−0.037905
−0.034797
−0.007448
−0.044069
0.019124

338
−0.018332
−0.001156
−0.023086
0.01085
0.011566
−0.052006
0.026331
−0.114141
−0.011274
−0.019229
−0.005272
−0.000569
−0.00525
0.029785

339
−0.012413
−0.02139
−0.032038
0.01915
0.007673
0.044893
0.044978
0.047074
0.027549
0.07921
−0.020962
−0.036779
−0.011402
−0.061503

340
−0.01784
−0.00656
−0.077038
0.003687
−0.039607
−0.044137
−0.060245
0.020739
−0.014482
−0.009066
0.003882
0.02433
−0.012054
−0.036503

KT
KU
KV
KW
KX
KY
KZ
LA
LB
LC
LD
LE
LF
LG

1
−0.059364
−0.009606
0.095188
0.024247
0.030688
0.03691
−0.011822
0.043251
−0.052643
0.038038
−0.036106
0.131241
0.033628
−0.079507

2
−0.007079
−0.01676
−0.065677
0.009064
−0.086766
0.027549
−0.0986
0.118895
−0.049151
−0.002204
−0.069088
0.056898
−0.132252
−0.049463

3
−0.046149
0.014307
−0.022754
−0.017339
−0.032928
−0.113182
0.016133
0.128778
−0.019715
−0.126079
0.046715
0.021515
0.002672
−0.080946

4
0.068768
−0.011171
−0.06992
−0.08434
−0.025434
−0.041304
0.070459
−0.074668
0.047848
−0.024864
−0.026589
0.121327
0.056927
−0.109047

5
−0.012891
0.022558
0.063359
0.012303
−0.037419
0.023541
−0.019436
−0.02935
−0.023736
−0.001171
0.0034
−0.047685
−0.011685
0.027376

6
0.037234
−0.068151
−0.070576
−0.047536
0.006416
0.037111
−0.029118
−0.051686
0.015971
−0.0475
0.015332
0.016667
0.025728
0.054162

7
0.02841
−0.002928
−0.090285
−0.000303
0.009361
0.014873
−0.026799
−0.013913
0.025604
0.012758
−0.000226
0.064644
0.025216
−0.041357

8
−0.011426
−0.028195
0.042963
0.010976
−0.022604
−0.056074
−0.001349
−0.000794
−0.020724
−0.006636
−0.009924
−0.027121
−0.038066
0.016344

9
−0.047273
0.033325
−0.032134
0.032322
0.049664
0.041655
0.063776
0.096706
0.041225
−0.034566
0.097103
0.006098
0.070498
0.103192

10
0.067
0.045274
0.091968
−0.006591
0.024565
0.069131
0.064517
0.010072
−0.024055
−0.Q20978
0.027127
0.032147
0.001283
0.018771

11
0.010164
−0.050693
0.000469
−0.018104
0.002916
0.030724
0.02815
−0.084282
0.023081
0.043521
−0.022147
−0.033181
0.05056
−0.012237

12
−0.017285
−0.05593
−0.042624
−0.01867
−0.033731
0.002543
0.027239
−0.095734
−0.01536
0.068064
0.007751
−0.063542
−0.023205
0.008

13
0.041707
−0.081348
0.002866
−0.039291
0.009468
0.100166
−0.023332
0.021835
−0.075959
0.066069
0.035864
−0.249092
0.048665
0.01514

14
0.139975
−0.081096
0.018542
0.025679
−0.042452
−0.073674
−0.073623
0.081274
−0.039995
−0.016655
−0.012167
0.09316
0.007789
−0.03371

15
−0.028236
0.004732
−0.131015
0.077452
0.029234
−0.013157
−0.044967
0.0045
0.029221
−0.047286
0.035409
0.101012
0.058592
−0.004439

16
−0.019751
−0.032585
−0.021536
−0.000505
0.019333
0.019982
0.011954
−0.000781
0.035776
0.011149
0.049607
−0.039674
−0.032148
−0.060313

17
0.007822
−0.009318
−0.011238
0.012066
0.019052
−0.016058
−0.033605
0.091233
−0.033176
−0.035326
−0.01737
−0.022267
−0.027687
−0.098929

18
0.000858
−0.022011
0.055957
0.038144
−0.053048
0.025333
−0.011838
−0.028756
−0.013333
0.007443
−0.051636
−0.073794
−0.003477
0.006312

19
−0.019578
0.044363
−0.061114
−0.043307
0.015089
−0.014684
−0.033754
−0.045151
−0.002793
0.137535
−0.014298
−0.140037
0.054111
0.104185

20
−0.064872
−0.05266
0.00126
−0.045905
−0.05562
−0.048012
−0.008356
−0.035801
−0.043046
−0.024842
−0.101225
−0.194522
−0.054089
−0.11722

21
−0.033992
−0.006745
−0.085526
0.025438
0.007411
−0.041699
−0.058687
−0.065288
−0.019263
−0.069091
0.005317
−0.086675
0.005317
0.026267

22
0.047004
0.006005
0.077406
0.040678
−0.012391
0.019751
0.022174
−0.017049
−0.023091
−0.041587
0.060583
0.068176
−0.023883
−0.006259

23
−0.06857
0.041886
0.003021
0.030905
0.030891
−0.067335
−0.014557
0.011778
0.027158
0.09043
−0.025371
0.057193
0.041806
−0.057966

24
0.017667
0.018164
−0.063948
−0.03927
0.052562
0.100499
0.062238
−0.047207
−0.047854
0.013124
−0.029373
−0.042711
−0.038937
0.020369

25
−0.002489
−0.010383
0.080002
−0.002988
0.027399
0.023707
0.026886
0.094427
0.022057
−0.071126
−0.014485
0.002444
−0.017936
−0.008536

26
−0.058803
−0.008704
−0.03781
−0.001525
−0.040334
−0.022177
0.018826
−0.043366
−0.04599
0.047737
−0.01697
0.068119
0.030038
0.079329

27
0.000871
0.003809
−0.133975
−0.007669
0.019687
−0.097639
−0.066284
−0.048648
−0.020866
0.033266
0.02232
0.109159
−0.008618
0.037472

28
−0.095355
−0.012852
0.023125
−0.021242
0.042981
0.021596
0.067377
0.046259
−0.082372
0.16866
0.032172
−0.031274
0.041619
0.036909

29
−0.057026
0.057027
0.022034
0.02002
−0.005428
0.108789
−0.00413
−0.014695
0.149182
0.038325
−0.033819
−0.115124
0.038742
−0.001729

30
−0.015404
−0.057368
−0.028803
−0.007482
0.018016
−0.014705
−0.011179
0.097135
−0.001538
0.066779
−0.021791
0.141272
0.004402
−0.003211

31
0.154486
0.017884
−0.104216
0.023401
0.033692
−0.023726
0.01403
0.149052
0.054421
0.01591
0.073234
−0.033489
0.034961
0.013263

32
−0.033531
−0.007174
−0.086585
−0.000569
−0.01755
−0.00179
0.02875
0.022754
−0.000368
−0.033741
0.076982
−0.059154
−0.020171
0.053448

33
−0.0783
−0.030222
−0.188
−0.021011
0.03976
−0.07475
0.073763
0.006227
0.042719
−0.134393
0.038734
−0.034092
−0.051916
−0.017896

34
−0.161584
0.029431
−0.065249
0.01706
−0.002415
0.055584
0.007628
−0.023555
0.041711
−0.014848
−0.000987
0.023098
0.01248
−0.034337

35
−0.026895
0.070254
0.05747
0.015115
−0.029879
0.007037
−0.018251
0.140969
−0.025845
−0.002938
−0.010276
−0.125452
−0.037367
−0.134413

36
0.029246
0.006813
−0.08766
−0.000587
0.006329
0.089049
−0.059809
−0.017339
−0.107551
−0.108864
−0.068279
0.058566
0.038044
0.064707

37
0.120069
0.113086
0.042887
−0.003586
−0.01216
0.073224
−0.01671
−0.053333
0.004611
−0.10743
−0.033203
0.102079
−0.022686
0.00191

38
0.061338
0.0722
0.073199
−0.006165
0.053855
0.002978
−0.002244
−0.00668
0.062773
0.071763
0.023175
−0.035479
0.047808
−0.002675

39
−0.090268
−0.005473
−0.040688
0:018673
0.036487
−0.018777
0.010695
0.055631
0.034006
−0.076597
0.018009
−0.0672
0.065688
0.066814

40
0.108705
−0.003995
0.090083
−0.015908
0.023827
0.015069
0.028675
−0.047674
0.044118
−0.047468
0.055711
−0.005987
0.064379
−0.03606

41
−0.02474
0.0803
0.094373
−0.02861
−0.03956
0.09055
−0.002715
0.049291
−0.012089
0.124451
−0.079674
−0.017072
−0.045802
0.042913

42
0.086627
−0.033895
0.102698
−0.012675
−0.032731
−0.051155
0.002262
−0.016761
−0.008641
0.025754
0.042019
0.173765
−0.037092
−0.054311

43
−0.075976
0.013897
−0.076996
−0.014272
−0.002778
−0.061532
−0.022259
−0.030969
−0.056624
−0.079241
−0.038971
−0.049547
−0.011963
−0.048711

44
0.009271
0.017424
0.051569
−0.018775
0.025345
0.09196
0.056011
−0.213824
−0.002997
−0.042881
−0.038448
−0.021462
0.017282
0.030959

45
0.062334
−0.051257
−0.085072
0.004741
−0.003619
−0.044302
0.040106
0.140052
0.021708
0.129919
0.02473
0.044278
−0.026511
−0.02014

46
0.089189
0.032198
−0.031862
−0.013495
−0.022671
0.01692
−0.0124
−0.025091
0.029836
−0.013854
−0.042694
−0.079438
−0.06785
−0.035978

47
0.019713
−0.03624
−0.092516
0.015672
0.014612
0.045768
−0.00661
0.017434
0.012802
0.072068
0.057845
−0.081307
0.041549
−0.010137

48
0.031788
0.006237
0.135584
−0.006568
−0.041137
−0.105555
0.015291
−0.162494
−0.009985
−0.138926
0.027895
−0.0119
−0.019403
−0.069434

49
0.04643
0.025475
0.018645
0.029191
−0.035809
−0.080881
0.028892
0.019001
0.011281
−0.030721
−0.006485
0.038551
−0.03238
0.037263

50
0.053193
−0.055627
−0.050102
−0.035415
0.034393
0.027901
−0.017837
0.015246
0.053841
−0.038786
0.025546
−0.029371
0.066536
−0.009601

51
0.043797
−0.021134
0.05481
−0.017843
0.010319
−0.0514
−0.032044
−0.003499
−0.003727
0.049373
0.030831
0.050165
0.058792
0.0284

52
0.079086
0.042351
0.069284
−0.03458
−0.050643
0.066868
−0.025857
−0.068213
0.000393
−0.022507
0.011196
0.072455
0.073488
0.037997

53
−0.014427
0.008344
0.082201
0.003609
0.033102
0.052914
0.017547
0.088521
0.039872
0.134474
0.046441
0.049645
0.031092
0.120911

54
−0.023097
−0.047095
−0.167157
0.031311
0.019653
0.058201
0.006187
0.058276
−0.020986
−0.011666
−0.014769
−0.054642
0.050039
0.023179

55
0.016685
−0.016192
−0.031671
0.015283
−0.009646
0.024043
0.049854
−0.014326
−0.016571
0.054617
−0.068458
0.020785
−0.042833
−0.020728

56
0.070865
0.014335
−0.07534
0.083824
0.01453
−0.039408
−0.037902
0.039479
−0.04308
0.078448
0.059015
−0.045953
0.053784
0.085001

57
−0.062683
0.073828
0.005868
−0.023093
−0.010622
−0.018172
0.022674
0.061996
0.02672
0.049462
−0.059279
0.02017
−0.005455
0.039701

58
−0.025649
−0.026604
−0.045579
−0.063976
0.00786
0.033831
−0.050604
−0.062924
−0.072922
0.104342
0.045406
0.188876
0.04543
0.046149

59
−0.017434
0.032286
0.052786
0.055252
−0.018195
0.007587
0.047437
−0.028758
0.057567
0.073493
0.04895
−0.057512
−0.008712
0.028719

60
−0.004126
−0.003583
−0.023206
−0.03835
−0.037893
−0.099591
0.054778
0.107438
0.000489
0.05629
−0.030138
0.037124
0.012975
0.028295

61
−0.048847
−0.078621
−0.054555
0.032034
0.00997
−0.118808
−0.033616
−0.195748
−0.002834
−0.074838
0.011054
0.006524
−0.025101
0.001129

62
0.040582
0.012685
0.0863
0.00644
0.027382
0.052504
0.034245
−0.102764
0.045017
−0.001887
0.006064
0.01491
−0.005118
−0.090348

63
0.074845
0.08888
−0.010965
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−0.047954
0.074832
−0.011701
0.135313
−0.034113
−0.005539
−0.013971
0.013088
−0.015453
−0.002679

64
0.043864
0.002068
0.041233
−0.024144
−0.014869
−0.032576
0.009118
0.013779
−0.021684
−0.041481
0.012926
0.018446
−0.009248
0.006321

65
0.05059
0.034123
−0.049688
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0.032179
0.057102
−0.113784
−0.028266
−0.073192
0.059082
0.00032
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0.013068
−0.044826

66
−0.034244
−0.087311
0.071569
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0.012906
0.073987
−0.055531
0.098278
−0.012444
0.00866
0.034043
0.045846
−0.047039
0.013479

67
−0.084318
0.028649
−0.067545
−0.0059
0.015529
0.010347
−0.082868
−0.060017
−0.072621
−0.044622
−0.088136
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0.086013
0.063505

68
0.0465
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0.021207
0.039875
0.014185
−0.016805
−0.005685
0.026094
−0.014188
0.043137
−0.000133
−0.021716
−0.027042

69
−0.049494
0.019094
0.069004
−0.005685
0.026516
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317
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318
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319
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320
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321
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322
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323
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324
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325
0.029694
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0.045846
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326
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0.044989
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327
0.042091
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0.012673
0.011267
0.004815
0.007782
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328
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0.03065
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0.050832
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0.015221
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329
0.000312
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0.019342
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0.003067
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330
0.002973
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0.012777
0.029357
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0.000964
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331
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0.006752
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332
0.024553
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0.00782
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0.066485
0.035705
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0.001486
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333
0.008976
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0.002536
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334
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0.013793
0.011193
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0.009472
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0.010803
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335
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0.003356
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336
0.022281
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337
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338
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339
0.035089
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340
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0.035274
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0.009914
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LH
LI
LJ
LK
LL
LM
LN
LO
LP
LQ
LR
LS
LT
LU

1
−0.038658
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0.019608
0.089589
0.055043
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0.000848
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0.060205
0.029523
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2
−0.078001
0.005354
0.028623
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−0.109451
−0.082869
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0.005133
0.058634
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0.064008

3
0.028452
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−0.107479
0.006081
0.157621
−0.025714
−0.016126
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0.027415
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4
−0.074637
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0.038482
0.073913
0.021807
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0.010717
0.054897
−0.01081
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0.005517
0.064255
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5
0.043338
0.021967
0.029489
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−0.033429
−0.131346
−0.020524
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0.078479
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0.026742

6
0.050626
0.063671
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0.063165
0.028873
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0.027126
0.039313
0.032016
−0.050675
0.022127
0.012862
0.001015
−0.00053

7
0.000009
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0.037888
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0.01848
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−0.015578
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0.029155
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8
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0.063808
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0.050725
0.01493
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0.00689
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9
0.063601
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0.032388
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0.072931
0.019723
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0.043363
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0.075717
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10
0.005249
0.051902
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0.11677
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0.068741
0.084845
−0.004807
0.001796
0.096578
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0.007109
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0.089003

11
0.025132
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0.012536
0.026917
0.053778
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0.005433
0.017368
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0.002208
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12
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0.034658
0.025352
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13
0.082924
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0.040885
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14
0.008585
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0.070221
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0.069702
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0.000632
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15
0.081619
0.041987
0.020655
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0.059777
0.081713
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0.056153
0.121504
0.015283
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16
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0.038703
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17
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0.032544
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0.008052
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18
−0.004113
0.022199
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0.038514
0.005317
0.045608
0.033024
0.01355
0.01132
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19
−0.055924
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20
−0.075609
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0.091669
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0.082391
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21
0.030406
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0.104867
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0.023259
0.02112
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0.046165
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0.025566
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0.010201
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22
0.078032
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0.007879
0.005737
0.01887
0.061536
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23
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0.034135
0.002992
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0.079481
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0.024654

24
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0.037661
0.046226
0.141831
0.050769
0.060458
−0.02856
0.035435
0.186444
0.017514
0.053041
0.070991
0.014233

25
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0.041374
0.060074
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0.12488
0.054994
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26
−0.042627
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0.022672
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0.036794
0.017106
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27
0.038881
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0.083813
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0.033914
0.039044
0.047673
0.019472
0.006548
0.035488
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0.030072
−0.06843

28
0.038924
0.026077
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0.00486
0.003636
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0.043471
0.084013
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0.038545
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0.095263
0.042849

29
0.005258
0.046032
0.016092
0.158021
−0.034419
−0.006725
0.009959
0.006686
−0.025963
−0.012495
−0.019486
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−0.072512
0.019714

30
−0.019181
0.033866
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−0.027506
−0.070181
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0.022422
0.014844
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0.02628
−0.031462
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31
0.027364
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0.012199
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0.076524
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32
0.028512
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0.042765
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−0.053787
−0.016189
0.049332
−0.085918
0.04797
0.073505
−0.001399
0.06539

33
−0.002082
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0.1036
0.04139
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−0.014294
0.021749
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0.034954
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0.080687
0.024163

34
0.008303
0.02061
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−0.081589
0.019044
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−0.063575
−0.050061
0.047128
0.077627
0.001336
0.029434
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35
−0.017226
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0.060829
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0.079924
0.003447
0.00059
0.059766
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0.023919
0.007832
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36
0.033954
0.046783
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0.062629
0.028647
0.099218
0.082389
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0.051841
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0.056644
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37
−0.019821
0.035574
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0.018947
0.013198
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−0.075634
0.025201
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0.029089
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38
0.023289
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0.021778
0.126122
0.00903
0.03686
−0.021457
−0.015152
0.034013
−0.036249
0.023557
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0.071885
0.094623

39
0.030037
0.096094
0.030547
0.047464
0.003472
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0.059266
0.113618
0.046321
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0.025984
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0.031234
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40
0.033605
0.093606
0.055944
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0.063924
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0.006712
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0.037389
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0.111865
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0.003669
0.024171

41
−0.022169
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0.019665
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0.050398
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0.026907
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42
−0.035921
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0.108544
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43
−0.022609
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0.035885
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44
0.010923
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0.209097
0.007985
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0.173914

45
−0.009145
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0.00838
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46
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47
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48
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49
0.012146
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50
0.029745
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51
0.049059
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52
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53
0.046561
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54
0.01793
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55
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56
0.043019
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57
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−0.000233
0.012317
−0.001662
0.028423
−0.020962
0.039317
−0.029456
−0.018238
−0.001607
0.012155
−0.01924
−0.017502

305
0.005022
0.051402
0.082602
−0.035276
0.019369
−0.079573
0.036293
0.059947
0.031833
−0.085633
−0.001337
−0.024484
−0.022013
−0.032088

306
0.026749
−0.01056
−0.033889
0.004764
0.016209
−0.034415
0.036056
−0.019902
−0.033677
−0.115796
0.024511
−0.038601
−0.022215
0.032404

307
0.008981
−0.012697
−0.081991
−0.003737
−0.02966
−0.018211
0.01276
−0.04814
0.008669
0.032136
0.017545
0.076344
−0.056018
−0.043266

308
−0.041903
−0.011643
−0.014936
0.03439
0.057843
0.009387
−0.016661
0.089924
−0.060204
−0.066645
0.034792
−0.007284
0.005909
0.029166

309
−0.054437
0.003554
−0.000161
−0.038233
0.032238
−0.009203
−0.065856
0.046447
−0.045366
−0.003255
0.002635
0.021454
−0.027725
0.001926

310
−0.017937
−0.046744
0.034491
−0.043959
−0.001193
−0.083005
0.00156
0.01881
−0.006106
0.025978
0.033414
0.040385
0.026422
−0.012331

311
0.001467
−0.031354
0.006001
0.033068
−0.017849
0.015845
−0.042106
−0.001289
0.015086
−0.001341
−0.004404
0.034226
−0.012949
−0.064759

312
0.009835
−0.002574
−0.004725
−0.042638
−0.021105
−0.021623
−0.028116
−0.015455
0.033957
−0.046138
0.032088
−0.010519
−0.032704
0.00801

313
−0.016133
−0.038145
0.011904
0.043294
−0.033997
0.034224
−0.015255
0.068397
−0.006031
−0.023574
−0.018215
−0.019404
0.025779
−0.01824

314
−0.021605
0.001803
0.002354
−0.009283
−0.0215
0.001181
0.025602
0.00155
0.038349
0.046561
0.022305
0.024413
0.012223
−0.005858

315
−0.109552
−0.004626
−0.026404
−0.006465
−0.028237
−0.000341
−0.042031
0.015458
−0.068443
0.03145
−0.053185
−0.008468
−0.083532
0.016735

316
−0.033859
0.020823
−0.010162
−0.004232
−0.057127
−0.048882
0.000758
−0.026453
−0.002745
−0.028759
−0.012643
0.055065
−0.006597
−0.012558

317
−0.117405
−0.025443
0.016661
−0.00176
0.03358
0.031516
−0.038124
−0.065389
−0.035106
−0.03515
−0.015856
−0.010373
−0.000979
0.008966

318
−0.074578
−0.063928
−0.024318
−0.006276
0.04775
0.006491
−0.022293
0.031997
−0.048439
0.041244
−0.002219
0.033535
0.01383
−0.021939

319
0.800251
−0.061386
0.00387
0.014726
0.019849
0.028342
−0.039771
−0.054836
−0.040819
0.024574
−0.045323
−0.019422
−0.024627
0.003837

320
−0.057116
0.557413
0.00959
0.006623
−0.010057
0.034698
−0.00832
−0.000089
−0.035992
0.062885
0.027745
−0.084371
−0.019972
−0.011573

321
0.02039
0.051317
0.644775
−0.007523
−0.082109
−0.062685
−0.044765
0.033521
−0.050004
−0.044599
−0.100305
−0.040459
−0.017431
0.016374

322
0.03714
−0.021351
−0.026939
0.349341
−0.055698
0.010366
−0.005436
0.020086
−0.020733
−0.046265
−0.027835
0.004102
0.004217
0.026421

323
0.0386
−0.012237
−0.03981
−0.065727
0.585776
0.041526
0.067352
0.083316
−0.028343
−0.025657
−0.0774
0.013286
−0.048876
0.069563

324
0.040047
0.03278
−0.036982
−0.082419
0.03707
0.44184
−0.041679
0.03403
0.016361
−0.020284
0.014929
−0.040804
0.010976
−0.039519

325
−0.021692
−0.008854
−0.056671
−0.000174
0.038957
−0.045703
0.709432
−0.048035
−0.013184
0.024612
−0.011916
−0.025607
−0.039247
0.016805

326
−0.012957
−0.004374
0.006678
0i005992
0.060725
0.012629
−0.050407
0.450398
0.018604
−0.046811
−0.053434
−0.029376
−0.087409
−0.072442

327
−0.066266
−0.074378
−0.048364
−0.022623
−0.02575
0.015771
−0.036103
0.004793
0.814426
0.032844
−0.097774
−0.021978
−0.069519
0.013132

328
0.011727
0.055274
−0.009384
−0.009815
−0.057458
−0.005075
0.013562
−0.002977
−0.00813
0.339774
−0.008401
−0.064123
−0.000419
−0.0541

329
−0.047021
−0.014788
−0.080013
−0.033727
−0.111811
0.002642
0.008087
−0.056374
−0.096994
−0.000803
0.740577
−0.00685
−0.06299
−0.014367

330
−0.01299
−0.057282
−0.014081
−0.012379
−0.029935
−0.011276
−0.031606
−0.007071
−0.005368
−0.070937
−0.011222
0.319366
0.023628
−0.137986

331
−0.013651
0.006378
0.01132
−0.008886
−0.044803
−0.014652
−0.051876
−0.060429
−0.049717
0.063911
−0.032941
0.037241
0.797891
−0.010511

332
−0.013523
−0.043076
−0.016017
0.002502
0.071325
−0.014753
−0.014476
−0.060241
−0.016078
−0.018781
−0.009321
−0.155498
0.003437
0.366234

333
−0.050464
0.023215
−0.006435
0.005726
0.030307
−0.038456
−0.139313
−0.052441
−0.044624
−0.015512
−0.047141
0.030319
−0.071341
−0.039118

334
−0.005627
0.038443
0.017129
−0.017133
0.015999
−0.032768
−0.086923
−0.042875
0.018316
0.031603
−0.06407
0.014289
0.004351
0.007229

335
−0.061139
−0.033823
−0.014929
0.046234
−0.047908
−0.008337
−0.064321
−0.0592
−0.062824
−0.033329
−0.050799
−0.014936
−0.07249
−0.005053

336
0.014785
−0.006467
−0.035482
−0.035378
−0.023559
0.018874
0.018441
−0.03934
−0.002828
−0.039329
0.000171
−0.000366
−0.030336
0.009244

337
0.010212
0.005411
0.010769
−0.064
0.022431
−0.094867
0.023142
−0.024877
0.042211
−0.059982
−0.009689
0.054376
0.003858
−0.057365

338
0.003849
0.022804
0.04007
−0.041641
−0.033276
−0.054665
0.017994
0.010319
−0.055139
−0.004336
−0.034041
0.043176
−0.041962
−0.051529

339
−0.023415
−0.015939
−0.006393
−0.041406
−0.104417
0.047464
0.056763
−0.068532
0.022815
−0.021279
−0.035865
−0.00927
−0.002294
0.007715

340
−0.009603
0.018756
−0.008497
0.006597
0.051622
0.026822
0.027954
−0.05462
0.00003
0.038344
−0.003569
−0.020945
0.018697
−0.062842

LV
LW
LX
LY
LZ
MA
MB
MC

1
0.009734
0.038324
0.047365
0.090755
0.020958
0.13411
0.005696
0.097078

2
−0.135157
0.06846
−0.059857
0.065006
−0.04544
0.014237
0.051749
−0.024435

3
0.005275
0.12216
−0.046505
0.040142
−0.003257
−0.017434
0.100565
0.007499

4
−0.058446
−0.082506
−0.05713
−0.026288
−0.011381
−0.000218
0.043848
−0.047754

5
0.014245
−0.074264
−0.031987
−0.061961
0.034086
0.01749
0.005082
−0.026606

6
0.02695
0.071871
−0.040446
−0.0339
0.02794
0.02625
−0.0307
−0.002025

7
0.090098
−0.044847
0.08932
0.028008
0.023668
0.016615
0.069406
−0.120716

8
−0.030185
−0.009104
−0.008262
0.076142
−0.068972
0.016353
−0.052061
0.002784

9
0.049416
0.035702
0.026529
0.186661
0.055127
0.103044
−0.000442
0.063653

10
0.044727
0.032551
−0.015766
−0.002091
0.154297
0.077543
0.072798
−0.071845

11
0.006309
0.0387651
0.036544
0.014866
0.022289
−0.022552
0.029957
0.021991

12
0.003345
−0.001683
−0.011803
0.010531
−0.021978
−0.040399
0.073828
0.031705

13
−0.002769
0.051874
0.078316
0.015333
−0.12416
0.148893
−0.020222
0.032155

14
−0.081636
−0.116003
−0.099423
0.014247
0.007012
−0.062972
0.132072
−0.022705

15
0.018248
0.17848
0.023593
−0.045436
0.094598
0.139773
0.024621
−0.048356

16
−0.009679
0.07557
−0.037392
0.058669
0.00663
−0.083043
0.031839
0.034469

17
−0.026352
−0.071681
−0.005149
0.03248
−0.032104
−0.044595
−0.081683
0.105992

18
0.05148
−0.023121
0.073205
−0.053937
−0.031223
−0.076171
−0.043465
−0.000749

19
−0.007522
−0.10784
−0.073665
0.039038
−0.010914
−0.143134
−0.06592
−0.012961

20
−0.057067
−0.071417
−0.090084
−0.029883
0.014513
−0.025102
−0.049715
0.194677

21
0.048748
−0.092931
0.03546
−0.030415
−0.048278
0.091261
−0.061862
−0.057963

22
−0.047011
−0.095987
−0.017141
−0.093895
−0.037605
−0.106283
−0.020137
0.042901

23
−0.01583
−0.067781
0.034812
0.000548
−0.021443
−0.018581
−0.131616
0.046395

24
0.014171
0.067013
−0.044309
0.010515
−0.041589
0.029139
0.047001
0.064305

25
0.004732
0.062283
0.047617
−0.073819
0.000347
−0.0316
0.077985
−0.04287

26
0.02795
−0.059171
−0.023606
0.137221
−0.089545
−0.02498
0.054346
−0.153281

27
0.089688
0.005749
−0.011561
−0.037474
0.010808
−0.142294
−0.015513
0.112758

28
0.055736
0.001376
0.077658
0.05538
−0.147698
−0.080509
0.014185
−0.072667

29
−0.023126
0.101255
0.018144
0.034728
0.089746
−0.083266
0.046075
−0.047051

30
−0.027978
−0.023417
0.015725
−0.063785
−0.004566
−0.050176
−0.007292
−0.013211

31
0.055727
0.010264
0.041765
0.027137
−0.00329
−0.031422
0.02733
−0.042301

32
−0.001414
0.009319
0.003078
−0.014677
−0.010489
0.103022
0.012823
0.115512

33
−0.064811
−0.143674
0.035806
−0.0471
−0.021625
−0.118266
0.118939
0.076541

34
−0.044026
0.071046
0.031679
0.005548
−0.07293
0.054428
−0.134491
0.071454

35
0.04003
−0.03545
0.052098
0.019823
0.066773
0.045992
−0.006315
−0.061731

36
0.098738
0.052108
0.083691
0.126294
0.073524
−0.06901
0.006694
0.06318

37
−0.011422
−0.043665
0.017255
0.00487
0.060996
−0.033911
0.012853
−0.113231

38
0.016398
0.043548
0.00133
−0.036038
0.004851
−0.044666
0.076453
0.033322

39
0.020204
−0.073229
0.055691
0.019809
−0.013218
−0.085924
0.004456
−0.00912

40
−0.002573
0.091044
0.05354
0.024051
0.033887
−0.066844
−0.086041
−0.001026

41
−0.051048
0.010906
−0.016313
−0.172243
0.084289
0.017799
0.054054
0.015333

42
−0.043315
−0.02383
0.012777
0.057174
−0.048926
0.071642
−0.006369
−0.023286

43
0.064135
0.09149
−0.022358
0.079839
−0.102044
0.091199
0.044228
−0.022467

44
0.067771
−0.088375
−0.001206
−0.016854
−0.009256
−0.058674
−0.056959
0.005159

45
−0.042034
−0.044079
−0.022136
0.050403
0.004136
0.113072
−0.000094
−0.005104

46
−0.045771
0.10273
−0.016948
0.011248
0.090494
−0.047258
−0.003036
0.011131

47
−0.001227
−0.034469
0.003855
0.022493
−0.056951
−0.068436
−0.003099
0.090582

48
−0.01379
0.014898
−0.016692
0.035829
0.014171
0.153063
0.086591
0.105422

49
0.011822
0.001723
0.009295
0.014327
−0.007236
−0.11627
0.054266
0.078753

50
0.011054
0.038828
−0.022425
0.066496
0.058692
0.066467
−0.010744
−0.149614

51
−0.032158
0.138483
0.00552
0.0189
0.066334
−0.157076
−0.054173
−0.076054

52
0.0465
−0.018095
0.0786
0.018861
−0.034229
0.01018
0.006055
0.041481

53
−0.007734
−0.021483
−0.001505
0.002713
−0.059726
−0.042738
0.059673
0.313786

54
−0.021293
0.084197
0.025358
−0.088678
−0.015203
0.016799
−0.070222
−0.046195

55
−0.039714
−0.15719
−0.05638
0.102002
0.048366
0.115993
0.041487
0.009169

56
0.041993
0.113018
−0.030236
0.078685
0.003238
0.06526
−0.059836
0.02105

57
−0.01685
−0.153735
−0.003786
0.192299
0.117666
−0.070064
−0.007503
0.006098

58
−0.002898
0.014598
−0.084198
0.063471
0.091598
0.002349
0.109276
0.072281

59
−0.051539
−0.025622
−0.047479
−0.065139
−0.009316
0.03619
0.085579
−0.060542

60
−0.007411
0.029814
0.002388
0.050008
0.029859
0.014006
0.115633
0.016224

61
0.056292
−0.107479
0.050245
0.149941
0.105998
−0.098421
−0.117268
−0.032511

62
−0.060946
−0.00249
0.019845
−0.03995
−0.12509
0.03436
−0.029631
−0.083679

63
0.008017
−0.082596
−0.030463
−0.002722
−0.057101
0.029125
−0.053031
−0.097424

64
0.018741
0.026521
0.000418
0.042511
0.004007
−0.019716
0.036154
−0.00005

65
0.038155
0.073934
−0.011502
−0.03744
0.037086
0.05062
−0.018913
0.149047

66
0.014425
0.013452
0.002066
0.075548
−0.064519
0.001132
0.019663
0.068871

67
−0.047047
−0.034328
−0.034724
0.007521
−0.019775
0.000913
0.003036
0.105501

68
−0.02561
0.009341
0.014218
−0.047139
0.053649
−0.116193
0.011555
−0.042782

69
0.019916
0.184989
−0.060313
−0.082103
0.005287
−0.132614
−0.060805
0.072789

70
0.078517
0.13151
−0.002398
−0.011914
−0.042223
−0.097908
−0.035233
−0.077956

71
−0.009695
−0.027583
−0.018832
0.031129
−0.007791
0.041192
0.040602
−0.080905

72
0.038996
0.00522
0.034764
−0.003856
−0.107653
0.117497
−0.052356
0.064919

73
0.046874
0.082521
0.016175
−0.054005
−0.007772
−0.058516
0.041351
−0.013164

74
0.019
0.008464
−0.025878
0.082233
−0.007415
−0.005168
0.053908
0.041472

75
0.035834
−0.018898
−0.043376
−0.093585
0.104805
0.093915
0.139052
0.061499

76
0.057261
−0.179111
0.085457
0.090514
−0.01283
0.094961
0.063648
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77
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−0.003376
0.029872

218
−0.004477
−0.075276
−0.023538
0.016774
0.000332
0.019487
0.003467
0.088865

219
0.02607
−0.016765
−0.037785
0.025141
−0.009845
−0.001502
0.006703
−0.026099

220
0.020428
0.004855
0.01867
0.000575
0.011907
−0.009737
−0.025795
−0.005142

221
−0.005169
0.017465
−0.003109
−0.028586
−0.036114
−0.022126
−0.02326
−0.062682

222
−0.016193
−0.034591
0.002167
0.024327
0.000729
−0.041139
−0.005179
0.015808

223
0.022664
−0.052782
0.023934
0.028883
0.007842
−0.040449
0.015836
−0.015105

224
0.008031
−0.015791
0.000697
0.039484
0.059718
−0.016148
−0.034111
−0.018397

225
0.026302
0.015402
0.015187
−0.004553
−0.003026
−0.007595
−0.05173
−0.010938

226
−0.00736
−0.041956
0.015585
0.007817
0.019734
−0.025312
−0.04678
0.002318

227
−0.009601
−0.015718
−0.018318
−0.045214
−0.029618
0.012319
−0.007208
−0.039932

228
−0.03975
0.01152
−0.017007
−0.023211
0.007698
0.048376
0.01969
0.017752

229
−0.002772
−0.037219
−0.043121
0.033649
−0.005265
−0.001506
−0.00066
0.005421

230
0.003886
−0.001967
−0.011818
0.002058
0.016095
0.023668
−0.028528
0.044753

231
0.004248
0.020095
−0.021977
−0.040129
0.010828
−0.04184
0.003059
−0.042634

232
0.008132
0.072273
−0.037979
−0.034181
0.011116
−0.00999
−0.019312
0.050505

233
−0.013372
−0.051618
−0.04033
0.001204
0.02723
0.001304
0.006162
0.00754

234
0.014611
−0.027054
0.032909
0.035704
0.012191
0.032228
0.01349
−0.005703

235
0.003519
0.033254
−0.021478
0.078752
−0.016869
0.001362
−0.002289
0.018776

236
−0.037601
0.021778
−0.025956
−0.042403
0.017383
−0.00327
0.037425
0.026533

237
0.024218
−0.029051
0.008337
−0.056228
−0.042655
0.014903
0.024609
0.018831

238
0.009669
−0.01604
−0.01337
−0.017779
0.00671
0.010001
0.014552
−0.060757

239
−0.005711
0.015645
−0.00227
−0.00656
0.033657
0.027711
−0.046552
−0.075858

240
−0.010169
0.000221
0.003281
−0.009509
−0.009093
−0.029109
−0.014244
0.020029

241
0.004997
−0.000135
−0.03993
−0.001306
0.004903
−0.028783
−0.000235
−0.009192

242
−0.053591
0.000022
0.001448
−0.037814
−0.030088
0.04937
−0.014874
0.029167

243
−0.014537
−0.001605
−0.007586
0.018816
0.017126
0.038796
0.04107
−0.049289

244
0.016509
0.085313
0.014615
0.611405
0.002737
0.006231
0.00929
0.011393

245
0.024071
0.086149
−0.037542
0.014411
0.000708
0.018851
−0.016585
−0.013587

246
−0.013534
0.000881
0.011888
−0.059125
−0.061259
0.038712
−0.019762
−0.013039

247
−0.001039
−0.068374
0.032329
−0.047514
0.009804
−0.010153
0.051925
−0.030249

248
0.016978
−0.019746
0.017409
−0.028142
0.037252
−0.029755
0.020746
−0.034926

249
−0.034558
−0.024479
−0.022287
0.03897
−0.004058
−0.05755
−0.002248
0.031488

250
−0.022325
−0.009681
−0.012429
−0.047862
0.017594
0.031028
0.015204
0.037283

251
0.018016
0.039854
−0.011681
−0.002459
−0.027563
0.019172
−0.055962
0.009659

252
−0.004115
−0.003958
−0.003582
0.031462
0.003906
−0.06725
−0.006232
−0.058933

253
0.03
0.061522
−0.03009
0.010995
0.007066
0.046173
−0.014709
−0.022714

254
0.018952
0.041863
0.02418
−0.010584
−0.010983
0.013193
−0.001589
−0.010226

255
−0.001991
0.018443
0.0143
−0.022995
−0.010519
−0.000515
0.009015
−0.063222

256
−0.01941
−0.047322
−0.017863
0.020765
0.025678
0.015789
0.056838
−0.030811

257
−0.01895
−0.018994
0.017037
0.01356
−0.022822
−0.011293
−0.021018
0.008768

258
−0.007769
−0.020752
0.018712
−0.026415
−0.050879
−0.020625
−0.029446
0.020102

259
0.005061
0.001567
−0.003091
−0.021366
0.005215
0.010923
−0.034155
0.024861

260
0.033584
0.033705
0.005438
−0.0374
−0.057175
−0.016075
−0.016847
−0.005425

261
0.036951
0.019364
0.007596
0.038606
−0.034112
0.026422
−0.038354
0.003282

262
0.016121
−0.015883
0.035899
−0.032219
0.007925
−0.006464
−0.030278
0.017721

263
0.031348
0.024078
0.004252
−0.035123
0.041042
0.005813
−0.026568
0.011831

264
0.001068
0.049662
−0.006259
−0.011178
0.026166
0.004061
0.039449
0.031685

265
0.009554
0.021852
0.0095061
−0.007038
−0.031622
0.051976
0.043542
0.002215

266
0.013712
−0.034819
−0.030958
0.079768
0.044431
0.038567
0.099326
0.015366

267
0.063642
−0.012441
0.0699421
−0.070546
0.042695
0.008035
−0.052099
−0.021219

268
−0.017583
−0.056888
0.024652
0.024842
0.025667
−0.023322
−0.017527
−0.016986

269
−0.027512
−0.018849
−0.016089
0.033642
0.041692
−0.027935
0.025869
−0.017666

270
−0.042744
−0.0024
−0.0086511
−0.01542
0.018196
0.04533
0.005093
−0.007941

271
−0.039928
−0.037208
0.003569
−0.013296
−0.019984
0.022994
0.058208
0.011016

272
0.017216
−0.017746
−0.010346
−0.011564
−0.062828
−0.031353
−0.00183
−0.068846

273
0.000329
0.011323
0.019727
0.031323
−0.013651
−0.054157
0.02399
0.0191

274
−0.003509
0.020675
0.008659
0.039503
−0.025847
−0.041496
0.029201
0.019235

275
0.03177
0.050578
−0.015473
−0.048823
0.040932
0.001057
0.01635
−0.001831

276
−0.016542
0.022001
0.008225
0.002826
0.022518
−0.023726
0.019991
−0.010749

277
0.009035
0.008794
0.020703
−0.002201
0.005285
0.01929
0.042384
0.029598

278
−0.014297
0.000314
−0.00122
0.030828
0.032898
0.027305
0.042401
0.007231

279
0.007337
0.034587
−0.028786
0.067533
0.074555
0.03136
−0.03993
−0.048568

280
−0.001652
0.011143
0.003944
0.002557
0.020926
0.016591
0.004869
−0.037451

281
0.011392
0.025056
−0.011009
−0.022296
−0.041868
−0.063094
−0.035091
−0.006844

282
−0.008497
0.004189
−0.020647
0.048797
0.031684
−0.077623
0.026387
−0.023468

283
0.005405
−0.061553
0.003102
−0.028259
0.06063
0.029932
0.024352
0.002659

284
−0.027089
0.00705
−0.01442
−0.020961
−0.017748
−0.000662
−0.011336
0.025808

285
−0.04863
−0.009466
−0.023499
0.023318
0.005201
0.029367
0.006572
0.028354

286
0.01028
0.002696
−0.021742
−0.026477
0.002881
−0.007296
−0.056744
0.021613

287
0.000188
−0.009391
−0.02145
0.018023
0.019097
−0.012663
−0.072642
0.018514

288
0.015504
−0.023722
−0.024314
−0.045339
0.035942
−0.03139
−0.007337
0.014394

289
−0.005801
−0.00762
0.020508
−0.001459
0.021308
0.031773
0.001582
0.015475

290
0.011362
0.004389
0.003319
0.023697
0.004371
0.01899
−0.027824
0.000418

291
0.014941
0.006294
−0.00004
−0.00003
0.01288
0.027333
−0.019243
−0.013242

292
0.002272
0.015653
−0.012428
0.005027
0.032632
0.059327
−0.029532
−0.025189

293
−0.021732
−0.022056
−0.019832
−0.023877
0.016879
−0.017772
−0.024493
−0.030884

294
−0.006826
−0.01352
−0.023774
−0.027204
0.027019
−0.016
0.035939
0.018075

295
0.004653
−0.009449
0.014776
−0.000717
−0.028851
−0.005198
−0.027089
0.040135

296
0.018586
−0.003404
0.04794
0.042534
−0.005123
−0.060821
0.007381
−0.016842

297
−0.007098
0.004773
0.018596
0.017838
−0.011374
0.031432
−0.013057
−0.014464

298
0.000678
−0.013845
0.0074771
−0.023832
−0.002157
−0.070503
0.082975
0.01351

299
0.027874
−0.025482
−0.02604
−0.025189
0.014014
−0.009617
0.020967
−0.004239

300
0.000638
−0.018343
0.035784
0.056947
−0.012389
−0.010776
0.040698
−0.002929

301
−0.027196
−0.003978
−0.020444
−0.013564
−0.019594
−0.027518
−0.033186
−0.018028

302
0.003705
−0.023354
−0.004421
−0.001035
−0.014174
−0.017784
−0.068652
0.010715

303
0.022666
−0.01688
−0.031826
0.006076
−0.024681
−0.022692
0.012172
−0.05308

304
0.036199
0.038305
−0.027279
−0.049836
−0.004493
0.029121
−0.048355
−0.04949

305
0.018187
−0.006922
−0.023664
0.020625
−0.078376
−0.041194
0.010318
0.004004

306
0.022445
0.070973
−0.038241
−0.064255
−0.084584
0.028301
−0.019674
−0.050085

307
−0.00012
0.010894
−0.055706
−0.008242
−0.062566
−0.037071
0.002574
0.023385

308
0.002595
0.059431
−0.063111
0.014795
0.041797
0.025082
0.01242
−0.009122

309
−0.049049
−0.030348
−0.037111
−0.004858
0.039754
0.00621
0.013454
−0.018857

310
0.010062
0.0222
−0.058928
0.033463
−0.050326
0.022893
0.037778
0.058525

311
−0.023652
0.002037
0.001812
0.011172
0.010229
0.006676
−0.064634
0.020222

312
0.027568
0.007594
−0.012417
−0.048862
−0.028373
0.013523
−0.068772
0.020175

313
0.013376
0.034552
−0.007491
0.050496
0.052261
−0.029961
0.011376
−0.009827

314
0.058257
0.061845
0.009078
0.026604
0.018803
−0.056568
0.004964
0.041484

315
−0.025053
−0.032749
−0.042593
−0.001534
0.013583
−0.011601
−0.040842
−0.025061

316
0.005522
0.003851
−0.019239
−0.041666
−0.061094
−0.01322
−0.072514
−0.032047

317
−0.07222
0.000297
−0.051892
−0.045534
0.024208
0.055388
−0.003056
0.005426

318
−0.071006
−0.012553
−0.012367
−0.051406
0.010539
0.090409
0.045956
−0.02669

319
−0.047493
−0.028492
−0.056995
0.01193
−0.025143
0.039399
−0.024551
0.021876

320
0.023086
0.009077
−0.035273
−0.023668
−0.048945
0.017347
0.011796
0.065887

321
−0.001469
−0.005181
−0.011736
−0.03217
0.02255
0.008031
−0.02198
−0.02994

322
−0.012373
−0.043949
0.022208
−0.006686
−0.015258
−0.063225
−0.040849
−0.001137

323
0.013189
−0.003054
−0.009658
−0.08813
0.048346
−0.04627
−0.087012
0.01593

324
−0.027378
−0.013337
0.019533
0.020579
−0.113879
−0.058439
0.038696
0.009217

325
−0.141208
−0.064982
−0.070416
0.044066
−0.009133
0.024306
0.031769
0.009579

326
−0.047387
−0.034716
−0.05948
−0.019359
−0.057021
0.034992
−0.061583
−0.026864

327
−0.052845
0.034218
−0.073452
−0.029933
0.027503
−0.011954
0.008731
0.022717

328
−0.024821
−0.009964
−0.009087
−0.013675
−0.020094
−0.008543
0.029669
0.000387

329
−0.051547
−0.051622
−0.063994
−0.053553
−0.018792
0.016215
−0.061079
−0.012043

330
0.032687
0.009133
−0.0186
−0.048188
0.036759
0.072774
0.000806
−0.0259

331
−0.088132
−0.041634
−0.091489
−0.041713
−0.002395
−0.023952
0.006818
−0.045327

332
−0.037037
0.02514
−0.020963
0.029319
−0.034253
−0.016014
−0.01621
−0.005704

333
0.7572
−0.074089
−0.091575
−0.00759
−0.035023
0.045334
0.040593
−0.021802

334
−0.073618
0.28951
0.039668
0.075422
0.02251
0.003495
−0.006571
0.014347

335
−0.090428
0.042105
0.762663
−0.026893
−0.027118
0.045112
0.042238
0.005653

336
−0.014111
0.003393
0.002224
0.460842
−0.021349
0.025044
−0.061793
−0.055631

337
−0.013641
−0.007294
−0.000241
−0.00741
0.564386
0.014779
−0.023226
−0.032466

338
0.011316
0.029534
−0.012014
0.053542
0.011431
0.261348
0.026567
−0.075435

339
0.049912
0.028583
0.042981
−0.078666
−0.041396
0.006734
0.421246
−0.037304

340
0.03931
−0.010611
0.0073251
−0.043475
−0.001611
−0.02642
−0.026543
0.188782

APPENDIX B2

PCA Transformation Matrix (340 × 340; Benign/Malignant)

A
B
C
D
E
F
G
H
I
J
K

1
409.4/255.3>GPA:Lyso 16:0
−0.072906
−0.00279
0.065196
0.126547
0.040083
0.011985
−0.040261
−0.024067
0.058069
0.000796

2
433.4/279.3>GPA:Lyso 18:2
−0.029572
0.063815
0.047916
0.158016
0.030831
−0.035309
0.011406
0.036279
0.051752
−0.013216

3
435.4/281.3>GPA:Lyso 18:1
−0.047698
0.048574
0.070717
0.138994
0.020402
−0.029311
−0.008363
0.020279
0.073379
−0.016482

4
437.4/283.3>GPA:Lyso 18:0
−0.032751
−0.09578
0.001071
0.089485
0.002671
0.061765
−0.063224
−0.023486
0.029791
0.018863

5
451.4/283.3>GPA:Lyso 18:0
−0.016026
0.026825
−0.016302
0.029254
−0.007184
0.099403
−0.117715
−0.062037
−0.011923
−0.076524

6
459.6/305.5>GPA:Lyso 20:3
−0.037424
0.038996
0.047521
0.104831
0.029923
−0.062384
0.040324
−0.067334
0.063622
0.095707

7
461.6/307.5>GPA:Lyso 20:2
−0.016355
0.077341
0.045118
0.115207
−0.019826
−0.01239
−0.063803
0.030503
0.041534
−0.01581

8
463.7/309.5>GPA:Lyso 20:1
−0.029677
−0.029731
0.017736
0.087472
−0.027058
−0.030302
−0.051602
0.019768
0.047734
−0.119239

9
465.7/311.5>GPA:Lyso 20:0
−0.038753
−0.088505
−0.053178
0.040222
0.009393
0.057639
−0.048983
−0.071118
0.027943
−0.020895

10
481.4/327.3>GPA:Lyso 22:6
−0.019348
0.047196
0.070919
0.116125
0.066385
0.002284
0.066784
−0.00433
0.020503
0.010864

11
483.4/329.3>GPA:Lyso 22:5
−0.023949
0.014569
−0.004665
0.079987
−0.002676
−0.001841
−0.019279
−0.116601
−0.001063
−0.001209

12
641.8/251.3>GPA:16.1/16:2
−0.018005
0.015919
−0.024331
−0.001554
−0.022618
0.044011
−0.085001
0.110684
−0.037949
0.009867

13
643.8/253.3>GPA:16.1/16:1
−0.005615
−0.034928
0.006974
−0.050132
−0.03024
0.092119
0.06356
0.149541
0.101984
0.092088

14
645.8/255.3>GPA:16.1/16:0
−0.023948
−0.038283
−0.008299
−0.031097
−0.039958
0.076685
0.045204
0.119717
0.113584
0.059233

15
647.8/255.3>GPA:16.0/16:0
−0.079394
0.020039
0.066461
0.098874
−0.01426
0.047204
0.002358
−0.007458
0.075476
0.015136

16
667.8/279.3>GPA:34:4
0.022392
0.02734
−0.041662
0.057892
0.025566
0.005918
−0.03678
0.003649
0.057555
−0.148574

17
669.8/279.3>GPA:34:3
−0.049446
0.040381
−0.045312
0.090603
−0.009072
0.018517
−0.056775
0.090127
−0.000103
0.125815

18
669.8/281.3>GPA:34:4
−0.043446
−0.004437
−0.048136
0.079993
0.052357
0.028106
0.006096
−0.052865
0.091132
−0.109116

19
671.8/279.3>GPA:18:2/16:0
−0.012948
0.045193
−0.015042
0.153229
0.010966
0.049227
−0.000976
0.035719
0.04988
−0.0365

20
673.8/281.3>GPA:18:1/16:0
−0.055302
−0.009334
0.044559
0.041599
−0.171616
0.038643
0.05704
−0.006391
0.034396
0.040834

21
695.8/279.3>GPA:36:4
−0.018276
0.060179
0.03645
0.140041
0.020986
−0.031774
−0.000097
0.07334
0.011046
0.002886

22
695.8/303.3>GPA:36:4
−0.028035
0.019999
0.048404
0.131097
0.029854
0.08565
0.030493
−0.044899
0.063682
−0.030125

23
697.8/281.3>GPA:20:3/16:0
−0.034111
0.038237
0.041832
0.095187
−0.0229
0.039721
−0.01805
−0.001887
0.058739
−0.014468

24
697.8/305.3>GPA:18:1/18:2
−0.041347
0.040649
0.051789
0.12811
−0.028146
−0.005728
−0.011247
0.027599
0.026704
−0.015302

25
699.8/279.3>GPA:36:2
−0.041217
0.036538
0.042618
0.128951
−0.039388
−0.04286
0.015066
0.056591
−0.019035
0.0304

26
699.8/281.3>GPA:36:2
−0.052185
−0.010561
0.061257
0.022549
−0.182442
0.02368
0.042162
−0.020886
0.015211
0.030985

27
701.8/283.3>GPA:36:1
−0.046291
−0.006736
0.042175
0.044049
−0.181579
0.021953
0.058833
−0.032566
0.002649
0.025328

28
703.8/283.3>GPA:36:0
−0.079738
−0.060299
0.023124
0.063483
−0.075068
0.050334
−0.009086
−0.048035
0.010517
0.029764

29
721.8/255.3>GPA:18:1/20:4
−0.01424
−0.005479
0.053419
0.092455
−0.077675
0.066322
0.062593
0.009618
−0.01327
−0.035228

30
721.8/281.3>GPA:16:0/22:5
−0.084716
−0.080469
0.022543
0.033101
−0.002304
0.027823
−0.069143
0.003707
0.007283
0.020949

31
723.8/283.3>GPA:18:0/20:4
−0.040122
−0.003305
0.061996
0.042198
−0.158814
0.039098
0.070559
−0.072529
−0.008807
−0.003327

32
725.8/305.3>GPA:20:3/18:0
−0.011875
−0.004898
0.07168
0.045935
−0.068782
−0.037203
0.049227
−0.081143
0.029614
0.035545

33
729.8/281.3>GPA:38:1
−0.053509
0.040185
−0.013236
0.081675
−0.11092
0.030894
0.001458
0.004201
−0.059819
0.022522

34
731.8/283.3>GPA:38:0
−0.080236
−0.058188
0.018634
0.068217
−0.062033
0.045104
−0.044294
−0.009986
0.034849
0.022238

35
751.8/303.3>GPA:40:4
0.035078
0.093794
0.059084
0.05515
0.01272
−0.008037
0.029992
−0.018064
−0.091602
−0.018237

36
757.8/281.3>GPA:40:1
−0.075795
−0.002905
0.061827
−0.015566
−0.079214
−0.029368
−0.012374
0.014414
−0.108888
−0.044691

37
759.8/283.3>GPA:40:0
−0.070858
−0.00481
−0.032553
0.060562
−0.132694
0.021167
0.04651
−0.061431
0.011088
0.008228

38
777.8/329.3>GPA:42:5
−0.012977
0.043147
−0.046673
0.036401
0.005109
0.076895
−0.130603
0.082809
0.032544
−0.026191

39
481.4/253.3>GPGro:Lyso 16:1
0.005131
−0.035472
0.001762
0.067
−0.076077
0.115119
−0.108642
−0.006033
−0.017963
0.02472

40
483.4/255.3>GPGro:Lyso 16:0
−0.065954
−0.061735
0.008791
0.072747
0.028646
0.096638
−0.049179
0.010615
0.026736
0.052043

41
507.4/279.3>GPGro:Lyso 18:2
−0.048874
−0.045014
−0.000334
0.097071
0.020193
0.094266
−0.049062
0.035877
0.023521
0.066759

42
509.4/281.3>GPGro:Lyso 18:1
−0.009961
−0.045458
0.003227
0.073793
−0.02699
0.127747
−0.090852
−0.029569
0.012441
−0.007033

43
511.4/283.3>GPGro:Lyso 18:0
−0.052597
−0.0829331
0.004427
0.063209
0.017353
0.091822
−0.046193
0.031684
0.0206681
0.057554

44
531.4/303.3>GPGro:Lyso 20:4
−0.054517
−0.030067
0.041537
0.082642
0.039479
0.119268
−0.026043
−0.004226
0.045951
0.089766

45
555.4/327.3>GPGro:Lyso 22:6
−0.039758
−0.047232
0.034572
0.085003
0.048066
0.110903
−0.024568
0.015705
0.008566
0.076274

46
557.4/329.3>GPGro:Lyso 22:5
−0.027698
0.003738
−0.012708
0.090443
0.033185
0.129573
−0.036836
0.001142
0.005686
0.106963

47
717.8/253.3>GPGro:16:1/16:1
−0.005401
0.0019691
0.017922
−0.066789
−0.118231
−0.015302
−0.077523
−0.034419
0.059115
0.022424

48
719.8/253.3>GPGro:16:1/16:0
0.010246
−0.006183
−0.040735
0.017951
−0.087709
0.079878
−0.043937
−0.007133
−0.0249991
−0.006816

49
721.8/255.3>GPGro:16:0/16:0
−0.081083
−0.086789
0.016615
0.028665
−0.004156
0.028886
−0.060648
0.014521
0.00857
0.012753

50
743.8/279.3>GPGro:18:2/16:1
0.022684
0.087982
−0.022165
−0.094655
−0.029264
−0.028047
0.063997
0.097453
−0.073931
−0.049243

51
743.8/281.3>GPGro:18:1/16:2
−0.015723
0.024573
0.04087
−0.143106
−0.068335
−0.017364
−0.043515
−0.007912
−0.011913
−0.000923

52
745.8/279.3>GPGro:18:2/16:0
0.016682
0.0851171
−0.062057
−0.06854
−0.028644
0.006708
0.02891
0.107199
−0.042208
−0.060283

53
745.8/281.3>GPGro:18:1/16:1
−0.0429031
0.022799
0.017171
−0.151931
−0.071616
−0.011315
−0.023571
−0.041729
0.0169031
−0.02268

54
747.8/255.2>GPGro:16:0/18:1
0.031428
−0.014287
−0.072488
0.003016
−0.064691
0.137095
−0.060115
−0.002505
0.022901
−0.026559

55
747.8/281.1>GPGro:16:0/18:1
−0.068755
−0.002116
0.109206
−0.081304
−0.065079
−0.035255
−0.019591
−0.046946
−0.008987
−0.014219

56
749.8/283.3>GPGro:18:0/16:0
−0.078982
−0.084161
0.026657
0.028299
−0.001837
0.024681
−0.057859
0.027822
−0.007796
0.031933

57
767.8/303.3>GPGro:20:4/16:1
0.04149
0.0792191
0.065277
−0.082892
0.01521
0.074149
0.022654
−0.093807
−0.005918
0.009831

58
769.8/279.3>GPGro:18:2/18:2
0.037191
0.078961
−0.1225031
0.0349131
−0.019191
−0.025908
0.003265
0.054102
−0.0311981
−0.018533

59
769.8/303.3>GPGro:20:4/16:0
−0.003808
−0.003942
0.024017
−0.027454
0.002786
0.147378
0.002896
−0.047428
0.047732
0.090066

60
771.8/279.3>GPGro:18:2/18:1
0.004129
0.025454
0.066307
−0.039228
−0.034749
−0.154116
0.008129
0.067538
−0.119856
0.034165

61
773.8/279.3>GPGro:18:2/18:0
−0.006231
−0.077227
0.014137
0.01674
−0.036394
0.002178
−0.021062
0.12065
−0.027496
0.115571

62
773.8/281.3>GPGro:18:1/18:1
−0.004185
−0.010853
0.046984
−0.05047
−0.083026
−0.142422
−0.056561
−0.009425
−0.036585
0.100105

63
775.8/281.3>GPGro:18:1/18:0
−0.007038
−0.096265
0.020121
0.020999
−0.045413
0.081202
−0.084503
0.03551
0.045634
0.081416

64
777.8/283.3>GPGro:18:0/18:0
−0.077705
−0.087246
0.004205
0.039829
0.009745
0.010106
−0.064888
0.01681
−0.008358
0.046171

65
795.8/303.3>GPGro:20:4/18:1
0.02931
0.051746
0.110836
−0.062185
0.021584
−0.009179
0.019708
−0.095509
−0.028905
0.071946

66
797.8/303.3>GPGro:20:4/18:0
−0.018421
−0.075912
0.049837
−0.010175
0.039709
0.102743
0.008627
−0.005113
0.013751
0.124013

67
821.8/327.3>GPGro:22:6/18:0
−0.029127
−0.054747
0.06511
0.021038
0.050633
0.099359
−0.007161
0.03465
−0.010858
0.099849

68
823.8/329.3>GPGro:22:5/18:0
0.01287
0.007761
0.057241
0.009907
0.019047
0.064869
−0.118053
0.01013
−0.016833
0.098039

69
494.4/407.4>Lyso GPSer:16:1
0.011796
−0.045719
0.010685
−0.049731
−0.023048
0.079847
0.058184
0.118538
0.06862
0.072088

70
496.4/409.4>Lyso GPSer:16:0
−0.003528
−0.022591
0.001044
−0.032985
−0.00472
0.096726
0.043313
0.128206
0.106134
0.035433

71
522.4/435.4>Lyso GPSer:18:1
−0.045761
0.005627
−0.008728
0.049898
−0.137847
0.063557
0.104241
0.02484
0.063096
−0.004589

72
524.4/437.4>Lyso GPSer:18:0
−0.044601
−0.002443
−0.01208
0.073569
−0.094147
0.037454
0.048974
−0.013533
0.012935
−0.108309

73
544.4/457.4>Lyso GPSer:20:4
−0.003452
0.0344571
0.041751
0.078289
−0.047209
0.052753
0.014751
0.003881
−0.0165471
−0.087225

74
570.4/483.4>Lyso GPSer:22:5
−0.004316
0.011212
−0.105457
0.032964
0.009438
−0.032707
0.047033
−0.036198
0.003293
0.062343

75
732.6/645.6>GPSer:32:1
0.005558
−0.032852
0.002337
−0.069059
−0.010399
0.073707
0.066387
0.130911
0.112486
0.080504

76
734.6/647.6>GPSer:32:0
−0.013677
−0.031477
−0.044161
−0.060299
0.009959
0.045976
0.114082
0.071237
0.087508
0.092259

77
758.6/671.6>GPSer:34:2
0.00734
−0.036502
−0.006805
−0.061664
−0.007733
0.077294
0.070304
0.124738
0.109876
0.090407

78
760.8/673.8>GPSer:34:1
0.0025251
−0.033161
0.005564
−0.0602
−0.030853
0.080877
0.070657
0.127677
0.1172721
0.07421

79
762.8/675.7>GPSer:34:0
−0.0123
−0.031389
0.012325
−0.06362
−0.027866
0.076376
0.07195
0.12937
0.102893
0.061001

80
782.6/695.7>GPSer:36:4
−0.011661
−0.073752
−0.044275
0.046729
0.023889
0.080339
0.036033
0.052212
−0.021215
−0.023715

81
784.8/697.8>GPSer:36:3
−0.025298
−0.033275
−0.085462
−0.018794
0.003812
0.051238
0.123562
0.010816
0.053126
0.029762

82
786.8/699.8>GPSer:36:2
−0.038485
−0.009332
−0.013759
0.031962
−0.180279
0.051644
0.115769
−0.004856
−0.002901
0.033961

83
788.8/701.8>GPSer:36:1
−0.04011
−0.002518
0.029083
0.043159
−0.18944
0.033402
0.076514
−0.036836
−0.00751
0.01634

84
790.8/703.8>GPSer:36:0
−0.039723
−0.00183
0.022833
0.043161
−0.193975
0.029932
0.059279
−0.03578
−0.0036261
0.014487

85
808.6/721.6>GPSer:38:6
−0.00345
−0.028096
−0.009406
0.025579
−0.07778
0.072463
0.076233
0.041965
−0.039018
−0.142724

86
810.8/723.8>GPSer:38:5
0.004134
0.030992
−0.014991
0.024516
−0.128117
0.078472
0.085155
−0.010566
−0.057646
−0.055244

87
812.8/725.8>GPSer:38:4
−0.009345
0.01159
0.023134
0.060708
−0.153004
0.047916
0.090822
−0.031396
0.052078
−0.062164

88
814.6/727.6>GPSer:38:3
−0.03768
−0.008842
0.028992
0.044622
−0.18569
0.049666
0.068137
−0.015153
−0.011375
0.008645

89
816.8/729.8>GPSer:38:2
−0.040624
−0.0012951
0.0342681
0.046509
−0.18351
0.02538
0.062123
−0.032608
0.0111951
0.017632

90
818.8/731.8>GPSer:38:1
−0.0397191
−0.0041421
0.0349431
0.038921
−0.185644
0.028423
0.054726
−0.03129
0.002638
0.003305

91
834.8/747.8>GPSer:40:6
−0.033574
−0.001756
0.036376
0.041471
−0.18821
0.056321
0.071914
−0.033881
−0.039512
0.017987

92
836.8/749.8>GPSer:40:5
−0.007244
0.004666
0.008451
0.021012
−0.136259
0.035526
0.116218
−0.023085
−0.045257
−0.018881

93
838.8/751.8>GPSer:40:4
−0.018992
−0.017534
0.034309
0.035154
−0.189558
0.052686
0.067247
−0.012018
−0.006058
−0.043073

94
840.6/753.7>GPSer:40:3
−0.0271051
−0.0523541
−0.030102
0.038043
−0.099102
0.062261
0.15178
0.001546
−0.01071
−0.0575

95
778.9/97>Sulfatide:16:0
0.045674
0.007117
−0.036683
0.110753
0.018181
0.043504
0.047246
0.008336
−0.038476
−0.105828

96
806.9/97>Sulfatide:18:0
0.008653
−0.060138
0.025617
0.059528
0.021283
0.094126
−0.089013
−0.011621
−0.044667
−0.041094

97
822.9/97>Sulfatide:18:0 (OH)
−0.080177
0.033602
−0.028756
0.023822
0.074658
−0.008279
0.076047
−0.013758
−0.04378
−0.032455

98
834.9/97>Sulfatide:20:0
0.026578
−0.0994981
−0.056681
0.05001
0.068661
0.079955
0.061035
0.012147
−0.009998
−0.000264

99
850.9/97>Sulfatide:20:0 (OH)
−0.0906721
0.045077
0.0278941
0.0068061
0.069424
0.03415
0.046637
−0.017156
−0.0293641
−0.075368

100
862.9/97>Sulfatide:22:1
0.0480731
−0.076934
−0.079818
0.0625661
0.04794
0.08714
0.027714
−0.012783
−0.034974
−0.002282

101
878.9/97>Sulfatide:22:1 (OH)
0.00495
−0.097621
−0.055742
0.027042
0.081479
0.069818
0.081227
0.029209
−0.01566
0.03026

102
888.9/97>Sulfatide:24:1
0.0609
0.017362
−0.009428
0.062025
−0.00374
0.074771
−0.021281
−0.051274
−0.062013
−0.02817

103
890.9/97>Sulfatide:24:0
0.001421
−0.0460441
−0.074314
0.07251
0.057748
0.058687
0.026752
−0.035141
−0.051278
0.005735

104
906.7/97>Sulfatide:24:0 (OH)
−0.0138121
0.0257991
−0.0583081
0.056666
0.052272
0.005253
0.067656
−0.114635
−0.064113
0.108502

105
1147/281.3>CardioliGPlnsn:52:3
−0.026976
−0.061299
0.030583
0.017241
−0.010143
0.016381
−0.114602
0.00017
−0.007208
−0.043818

106
1376/281.3>CardioliGPlnsn:66:2
−0.083078
−0.004467
0.073416
−0.035515
−0.002018
−0.092733
−0.050099
−0.017245
0.002775
0.017578

107
1400/281.3>CardioliGPlnsn:68:4
−0.079651
−0.013241
0.079167
−0.030472
−0.024831
−0.087839
−0.029823
0.007094
−0.008875
0.00908

108
1402/281.3>CardioliGPlnsn:68:3
−0.064922
−0.013236
0.090093
−0.004344
−0.006519
−0.078451
−0.06802
0.009713
0.018373
0.003482

109
1404/281.3>CardioliGPlnsn:68:2
−0.064494
−0.021809
0.078175
−0.013724
−0.014469
−0.024557
−0.024735
−0.007303
0.009593
0.006456

110
1406/281.3>CardioliGPlnsn:68:1
−0.038016
−0.067954
0.064092
−0.050329
0.024282
0.005732
−0.002594
0.0376
−0.01703
−0.029614

111
1426/281.3>CardioliGPlnsn:70:5
−0.08534
−0.021429
0.069062
0.002551
−0.008485
−0.027816
−0.072165
−0.026929
0.016402
0.000426

112
1428/281.3>CardioliGPlnsn:70:4
−0.077685
−0.02416
0.068978
0.000754
0.005201
−0.000149
−0.071418
−0.032041
0.000683
−0.021926

113
1430/281.3>CardioliGPlnsn:70:3
−0.081106
−0.008975
0.07878
−0.005339
0.003699
−0.03613
−0.057642
0.004141
−0.010801
−0.007045

114
1432/281.3>CardioliGPlnsn:70:2
−0.063567
−0.057026
0.058901
0.0059551
−0.036431
−0.022611
−0.074933
−0.00207
0.0316771
−0.022051

115
1434/281.3>CardioliGPlnsn:70:1
−0.086215
−0.032163
0.043753
0.001678
−0.009699
−0.015966
−0.04956
−0.044907
−0.01127
0.031523

116
1436/281.3>CardioliGPlnsn:70:0
−0.067223
−0.048606
0.062015
−0.023881
−0.041409
−0.023594
−0.050079
0.021462
0.007595
0.050364

117
436.6/196.1>Lyso GPEtn:Lyso16:1e/16:0p
0.043885
0.071478
−0.066839
0.034421
−0.040777
0.042979
−0.067024
0.021023
−0.067332
−0.088975

118
450.4/196.1>Lyso GPEtn:Lyso 16:1
0.016683
0.036111
−0.101938
0.038854
−0.069401
−0.033515
−0.093591
−0.033405
0.060841
−0.045438

119
452.4/196.1>Lyso GPEtn:Lyso 16:0
−0.059769
0.018356
−0.079268
0.016832
−0.041971
−0.018727
−0.066455
−0.064329
0.068395
−0.055831

120
462.4/196.1>Lyso GPEtn:Lyso18:2e/18:1p
0.015348
0.064403
−0.097771
0.008847
−0.057356
0.072281
−0.074253
0.004502
−0.098351
−0.038455

121
464.5/196.1>Lyso GPEtn:Lyso18:1e/18:0p
−0.027338
0.07044
−0.06157
0.033246
−0.0419
0.082775
−0.072327
0.048312
−0.093585
−0.074779

122
476.6/196.1>Lyso GPEtn:Lyso18:2a
0.028457
0.052934
−0.016709
0.094476
−0.03922
−0.108414
−0.044661
0.048659
−0.005223
−0.008814

123
478.4/196.1>Lyso GPEtn:Lyso 18:1
0.013986
0.051077
−0.076324
0.072902
−0.06273
−0.063223
−0.058516
−0.014545
0.034427
−0.075284

124
480.4/196.1>Lyso GPEtn:Lyso 18:0
−0.058519
0.037477
−0.086294
0.02505
−0.041092
−0.03372
−0.04173
−0.046807
0.120152
−0.048174

125
492.5/196.1>Lyso GPEtn:Lyso20:1e/20:0p
−0.00742
0.068257
−0.110217
−0.005658
−0.02853
0.064838
−0.062552
−0.043453
−0.021434
−0.041597

126
500.4/196.1>Lyso GPEtn:Lyso 20:4
0.04682
0.084445
−0.040185
0.027135
−0.019567
0.014338
−0.045128
−0.042739
−0.003418
−0.082465

127
524.4/196.1>Lyso GPEtn:Lyso 22:6
0.051516
0.099857
−0.022403
0.036521
−0.008648
0.020756
−0.038594
−0.061888
−0.023695
−0.06118

128
688.6/196.1>GPEtn:16:0/16:1
−0.012175
−0.01929
−0.132624
−0.005622
−0.00614
0.022355
0.018394
−0.081776
−0.016546
0.090389

129
690.7/196.1>GPEtn 16:0/16:0
−0.029677
0.025573
−0.074556
−0.004071
−0.012344
0.020304
−0.000006
−0.050578
0.002647
−0.086188

130
698.6/196.1>GPEtn:34:2p, 34:3e
−0.005076
0.02706
−0.114915
0.004218
−0.009697
0.065498
0.009489
−0.027928
−0.029958
−0.02908

131
700.6/196.1>GPEtn:34:1p, 34:2e
−0.002012
0.023802
−0.040793
0.019836
0.030939
0.025512
−0.064194
0.017732
−0.008069
−0.175125

132
702.6/196.1>GPEtn:34:0p, 34:1e
−0.016195
0.012816
−0.132621
0.000852
−0.024758
0.003157
0.02935
−0.070703
−0.065128
0.086649

133
710.8/196.1>GPEtn:18:1/16:1
−0.026057
0.025012
−0.118244
0.000375
0.019641
0.053919
−0.03469
0.060614
0.02938f
0.012175

134
712.8/196.1>GPEtn:18:2/16:1
−0.001288
0.040537
−0.098996
−0.011303
−0.035684
0.02249
−0.071727
0.008407
0.034557
−0.069531

135
714.7/196.1>GPEtn:18:1/16:1
−0.018838
0.061533
−0.152859
−0.005728
−0.025768
−0.00978
0.025639
−0.036405
0.019551
0.09074

136
716.7/196.1>GPEtn:18:1/16:0
−0.021798
0.055897
−0.111635
−0.050075
−0.052508
0.017384
−0.060832
−0.030104
0.050164
0.028678

137
718.6/196.1>GPEtn:18:0/16:0
0.01802
0.00649
−0.128636
0.032303
−0.0056
0.048243
0.03729
−0.09998
−0.014574
−0.017906

138
722.6/196.1>GPEtn:36:4p
−0.027832
0.018137
−0.0242
−0.003291
0.027505
0.033365
−0.139121
0.011796
−0.014852
−0.032333

139
724.6/196.1>GPEtn:36:3p, 36:4e
−0.014742
0.022503
−0.058987
0.020957
0.020259
0.041668
−0.081291
0.075648
−0.075213
0.10739

140
726.6/196.1>GPEtn:36:2p, 36:3e
−0.008988
0.018926
−0.083266
0.022315
−0.030975
−0.007667
0.053721
−0.037211
0.012809
−0.06308

141
728.6/196.1>GPEtn:36:1p, 36:2e
−0.030646
0.030014
−0.144423
0.014506
−0.014034
−0.019378
0.053285
−0.067773
−0.000192
0.067666

142
738.8/196.1>GPEtn:20:4/16:0
0.023548
0.110648
−0.036581
−0.055656
−0.019769
0.060777
−0.0414
−0.015764
0.046239
0.001782

143
740.8/196.1>GPEtn:18:2/18:1
−0.009056
0.053579
−0.130281
0.033283
−0.005761
−0.030487
0.029974
0.000218
0.04379
0.0787

144
742.8/196.1>GPEtn:18:1/18:1
−0.006148
0.068758
−0.098411
0.004172
−0.055751
−0.042216
−0.051946
0.026179
0.074409
0.009707

145
744.6/196.1>GPEtn:18:0/18:1
−0.020328
0.067964
−0.126269
0.005047
−0.019861
0.009648
−0.048232
0.009403
0.021994
0.081102

146
746.8/196.1>GPEtn:18:0/18:0
−0.010901
0.072861
−0.134156
−0.011803
−0.010594
0.054536
−0.058206
0.029621
−0.021755
0.063727

147
748.6/196.1>GPEtn:38:5p, 38:6e
0.004564
0.07701
−0.063297
−0.008831
−0.015094
0.090567
−0.117283
0.062151
−0.032998
−0.008248

148
750.6/196.1>GPEtn:38:4p, 38:5e
−0.005834
0.042416 .
−0.079837
0.075507
−0.009586
0.025994
0.001858
0.010805
−0.034729
0.032755

149
752.6/196.1>GPEtn:38:3p, 38:4e
−0.01744
0.020978
−0.134493
0.025863
−0.001418
−0.040848
0.085956
−0.083817
0.003319
0.076734

150
754.6/196.1>GPEtn:38:2p, 38:3e
−0.019753
0.013293
−0.118531
0.012017
−0.004529
0.001418
0.045335
−0.116926
−0.000939
0.03627

151
756.6/196.1>GPEtn:38:1p, 38:2e
0.000402
0.011037
−0.012471
−0.028528
−0.033896
0.071581
−0.043519
−0.053825
−0.024704
−0.149045

152
762.8/196.1>GPEtn:20:4/18:2
0.034602
0.113264
−0.018441
−0.025762
−0.031007
0.064146
−0.064717
−0.041483
−0.013458
0.024039

153
764.8/196.1>GPEtn:20:4/18:1
0.026498
0.101221
−0.050319
−0.029069
−0.027447
0.034052
−0.071046
−0.00543
0.004217
0.080043

154
766.8/196.1>G PEtn:20:4/18:0
0.03289
0.097617
−0.034881
−0.059054
−0.029543
0.03073
−0.017039
−0.050139
0.060444
0.026563

155
768.8/196.1>GPEtn:20:3/18:0
0.018748
0.090745
−0.0739
−0.022169
−0.042063
0.018571
−0.071224
−0.070666
0.024625
0.058421

156
770.6/196.1>GPEtn:20:2/18:0
−0.000549
0.030693
−0.122343
−0.001015
−0.026781
−0.00684
−0.006522
−0.08292
−0.061273
0.027544

157
772.6/196.1>GPEtn:20:1/18:0
−0.037848
−0.015661
−0.139596
−0.006715
−0.010895
−0.042577
0.066801
−0.07117
0.015315
0.041909

158
776.6/196.1>GPEtn:40:5p, 40:6e
−0.005066
0.01002
−0.033543
0.014156
0.01766
−0.049868
−0.029952
−0.105951
−0.037695
−0.033941

159
778.6/196.1>GPEtn:40:4p, 40:5e
−0.038168
−0.020331
0.011993
−0.007505
0.023916
0.017548
−0.019732
−0.10279
−0.036647
0.023617

160
780.6/196.1>GPEtn:40:3p, 40:4e
−0.015306
−0.021714
−0.021912
0.004198
−0.006231
0.011908
0.006681
−0.042525
−0.055116
0.031938

161
784.6/196.1>GPEtn:40:1p, 40:2e
−0.015923
0.000972
−0.08726
0.022998
−0.029255
−0.039902
−0.010016
−0.076692
−0.041761
0.102347

162
788.8/196.1>GPEtn:22:4/18:3
−0.003818
0.05636
−0.077226
0.02654
−0.03089
0.00761
0.048328
−0.064546
0.021104
0.074598

163
790.8/196.1>GPEtn:22:4/18:2
0.022073
0.078682
−0.045835
−0.021537
−0.019512
0.006342
0.052556
−0.143985
0.019799
0.09909

164
792.6/196.1>GPEtn:40:5a
0.025644
0.074015
−0.025952
−0.063763
−0.038837
0.0356
−0.078514
−0.078321
0.043042
−0.054562

165
794.6/196.1>GPEtn:40:4a
0.030367
0.048035
−0.07949
−0.056761
0.017478
0.007544
−0.036841
−0.114635
0.021641
0.007741

166
796.8/196.1>GPEtn:40:3a
−0.027897
−0.040908
−0.014734
−0.040989
−0.027475
−0.029825
−0.022589
0.003211
0.066722
−0.138484

167
798.6/196.1>GPEtn:40:2a
−0.041401
−0.016512
−0.121112
−0.004345
−0.023351
−0.043524
0.033284
−0.065723
−0.03063
0.083236

168
569.4/241.1>GPIns:Lyso 16:1
0.023775
−0.002423
0.005583
0.097485
0.000391
−0.047001
−0.08565
−0.045639
0.143145
0.023867

169
571.3/241.1>GPIns:Lyso 16:0
−0.029828
−0.052726
−0.077626
0.108811
0.048908
−0.0333
0.035638
0.034239
0.099895
−0.034527

170
595.4/241.1>GPIns:Lyso 18:2
−0.023809
−0.056246
−0.049537
0.10776
0.060693
−0.026385
0.054228
0.064928
0.076799
−0.023364

171
597.4/241.1>GPIns:Lyso 18:1
−0.007871
−0.031717
−0.071707
0.14425
0.035978
−0.062698
0.021002
0.044427
0.101814
−0.025296

172
599.4/241.1>GPIns:Lyso 18:0
−0.051682
−0.028463
−0.074846
0.097855
0.044753
−0.056329
−0.021013
−0.025345
0.124121
−0.079202

173
619.5/241.1>GPIns:Lyso 20:4
0.01745
0.071415
0.014736
0.137194
0.061641
−0.024327
−0.020286
−0.035842
0.126452
0.024991

174
621.5/241.1>GPIns:Lyso 20:3
0.037471
0.04834
0.007476
0.122303
0.001751
−0.075253
−0.03205
−0.032016
0.133141
0.057119

175
623.5/241.1>GPIns:Lyso 20:2
0.018314
0.024821
−0.05421
0.119644
0.014096
−0.098066
−0.013956
−0.016047
0.092482
0.021671

176
625.5/241.1>GPIns:Lyso 20:1
−0.02822
−0.045251
−0.114251
0.06724
0.007799
−0.0614
0.009312
−0.011969
0.082461
−0.072865

177
627.5/241.1>GPIns:Lyso 20:0
0.006963
−0.057154
0.024857
0.043269
0.027628
0.01492
−0.09319
0.013739
−0.036611
−0.045946

178
679.5/241.1>GPIns:Lyso 24:2
0.026215
−0.092682
−0.060814
0.061083
0.067266
0.074794
0.027532
−0.032655
0.01094
0.001251

179
835.7/241.1>GPIns:34:1
0.044855
−0.11323
−0.024904
0.036836
0.060695
0.048921
0.012964
0.003216
−0.002429
0.02172

180
857.7/241.1>GPIns:36:4
0.04577
−0.110753
−0.015424
0.033064
0.062555
0.063359
0.017265
0.00104
−0.004589
0.035858

181
859.8/241.1>GPIns:36:3
0.034686
−0.118011
−0.020804
0.033371
0.057749
0.051681
0.022498
0.02151
−0.014339
0.030846

182
861.8/241.1>GPIns:36:2
0.050335
−0.110481
−0.011567
0.023475
0.070376
0.02961
0.024265
0.012248
−0.01447
0.023844

183
863.7/241.1>GPIns:36:1
0.062499
−0.099054
−0.01549
0.04194
0.044311
−0.007493
−0.005259
−0.011441
−0.023104
0.017464

184
865.8/241.1>GPIns:36:0
0.055777
−0.081765
−0.060211
0.049443
0.027516
0.018036
−0.016165
−0.056181
0.005635
0.01101

185
873.8/241.1>GPIns:37:3
0.060563
−0.060947
−0.010556
0.033151
0.013533
0.02403
−0.079508
−0.078554
−0.016687
−0.001265

186
883.8/241.1>GPIns:38:5
0.05039
−0.070109
0.022692
0.042448
0.009385
−0.036307
−0.074096
−0.030613
−0.020439
0.018546

187
885.8/241.1>GPIns:38:4
0.091134
0.012892
0.044545
0.000197
0.040366
0.018017
−0.019762
−0.099786
0.005905
0.039424

188
887.8/241.1>GPIns:38:3
0.089218
0.001424
0.041702
0.010875
0.011446
−0.00966
−0.033708
−0.084645
0.024006
0.067868

189
889.8/241.1>GPIns:38:2
0.078163
−0.038858
−0.029923
0.053236
0.028366
0.000549
−0.017984
−0.034937
0.020771
0.048434

190
891.8/241.1>GPIns:38:1
−0.037391
−0.092666
−0.110161
−0.011445
0.038806
−0.027904
0.055548
−0.024509
0.001029
0.004486

191
893.8/241.1>GPIns:38:0
−0.037422
−0.067936
−0.11838
−0.006791
0.039252
−0.023218
0.085681
−0.067579
0.003997
0.037729

192
909.8/241.1>GPIns:40:6
0.084815
0.030298
0.048455
0.040873
0.029336
0.011349
−0.022421
−0.106234
−0.033711
0.017964

193
911.8/241.1>GPIns:40:5
0.084715
−0.001342
0.070557
0.033414
0.040335
−0.010971
−0.028983
−0.095906
−0.009022
0.058071

194
913.8/241.1>GPIns:40:4
0.054895
−0.070173
0.030849
0.012373
0.014758
−0.03805
−0.069095
−0.086327
−0.007112
0.076281

195
915.8/241.1>GPIns:40:3
−0.025864
−0.107292
−0.024498
−0.076653
0.004314
−0.016086
−0.037076
0.00549
−0.000767
0.006344

196
917.8/241.1>GPIns:40:2
−0.016173
−0.134804
−0.041884
−0.006358
0.038058
0.011309
−0.01509
0.02688
−0.015215
0.020268

197
919.8/241.1>GPIns:40:1
−0.048378
−0.089344
−0.09804
−0.014296
0.041671
−0.037698
0.046681
−0.03631
−0.006099
0.032374

198
963.9/241.1>GPInsP:38:5
−0.063111
−0.061261
−0.046366
−0.050192
0.001892
−0.053534
−0.064698
−0.039092
−0.004438
−0.063875

199
963.9/321.1>GPInsP:38:5
−0.030356
−0.028252
−0.070671
0.023612
0.027113
−0.016253
0.016417
−0.069847
−0.007218
0.030715

200
965.9/241.1>GPInsP:38:4
−0.065508
−0.081627
0.000484
−0.024357
−0.019816
−0.040385
−0.062368
−0.028504
−0.021181
−0.068228

201
965.9/321.1>GPInsP:38:4
−0.041148
0.008884
−0.050156
0.01687T
−0.050423
−0.05332
0.016211
−0.056036
−0.019377
0.096118

202
967.9/241.1>GPInsP:38:3
−0.060621
−0.076559
0.002821
−0.045025
0.002192
−0.047561
−0.071535
−0.012569
0.007126
−0.071771

203
967.9/321.1>GPInsP:38:3
4.069346
−0.051435
−0.018768
0.008802
0.007093
−0.043651
−0.072583
−0.083783
−0.003599
−0.000678

204
1045.9/241.1>GPInsP2: 38:4
−0.04929
−0.059736
−0.046782
0.006129
0.033627
−0.011446
0.027263
−0.049906
−0.019637
0.047421

205
1045.9/321.1>GPInsP2: 38:4
−0.00415
−0.000462
0.028555
−0.002658
−0.00122
0.029377
−0.03957
−0.02448
0.004334
−0.032657

206
1045.9/401.1>GPInsP2: 38:4
−0.020605
−0.010422
0.012088
0.010791
0.034931
0.006001
0.00221
−0.019561
0.016272
−0.086093

207
1047.9/321.1>GPInsP2: 38:3
−0.015791
−0.022604
−0.000951
0.028631
0.045388
0.013455
−0.03283
−0.017293
0.0418
−0.0841

208
1047.9/401.1>GPInsP2: 38:3
−0.055863
−0.023641
−0.004295
−0.018381
0.000213
−0.030885
−0.060003
−0.06087
−0.010742
−0.099614

209
1047.9/241.1>GPInsP2: 38:3
−0.010692
−0.070646
0.001472
0.037953
0.002682
−0.047222
−0.08253
−0.002409
0.033501
−0.051604

210
1125.9/241.1>GPInsP3: 38:4
−0.030242
−0.03125
−0.042851
−0.030425
0.00976
−0.015107
−0.042259
−0.097283
0.031554
−0.018597

211
1125.9/321.1>GPInsP3: 38:4
−0.016599
−0.009729
−0.101672
0.060954
0.026662
−0.031309
0.063737
−0.022814
0.080266
−0.073373

212
1125.9/401.1>GPInsP3: 38:4
−0.005029
−0.005891
−0.028816
0.020174
−0.012667
0.003098
−0.035818
0.075497
0.012557
−0.050406

213
1125.9/481.1>GPInsP3: 38:4
0.008512
−0.034043
0.025386
0.000747
0.028806
0.037127
0.002546
−0.009896
0.072441
−0.002171

214
835.7/281.1>GPIns:34:1
0.053021
−0.09791
−0.051244
0.051195
0.05575
0.064423
0.02007
−0.002622
0.010134
0.00358

215
821.8/241.1>GPIns: 34:1
0.040711
−0.093957
−0.026511
0.052598
0.041218
0.028745
−0.008477
−0.030932
−0.036581
−0.021981

216
494.4/184.1>GPCho:Lyso 16:1
−0.007197
−0.015633
0.027765
0.070577
−0.088468
−0.097919
−0.114163
−0.002684
0.097486
0.065256

217
490.4/184.1>GPCho:Lyso 16:0
−0.05783
0.003396
0.006907
0.052563
−0.032052
−0.072792
−0.098447
0.020264
0.059159
0.000126

218
520.4/184.1>GPCho:Lyso 18:2
−0.030144
0.074393
−0.022304
0.122329
0.012572
−0.102165
−0.008262
0.103359
0.034247
0.037417

219
522.4/184.1>GPCho:Lyso 18:1
−0.062803
0.030173
0.021117
0.074919
−0.041057
−0.088042
−0.073513
0.050913
0.082384
0.042922

220
524.4/184.1>GPCho:Lyso 18:0
−0.050247
0.001854
−0.014935
0.073046
−0.03881
−0.142516
−0.06783
0.021315
0.018164
0.06451

221
544.4/184.1>GPCho:Lyso 20:4
0.005811
0.106194
0.06389
0.064921
0.054423
0.023036
−0.006017
−0.062734
0.050154
0.07204

222
568.4/184.1>GPCho:Lyso 22:6
0.012696
0.095594
0.067971
0.09505
0.047159
0.002385
−0.000853
−0.026309
−0.007573
0.06539

223
570.4/184.1>GPCho:Lyso 22:5
0.021668
0.088732
0.074235
0.09995
0.029593
−0.026078
−0.014144
−0.023998
0.011436
0.090507

224
678.5/184.1>GPCho:28:0
−0.050297
−0.06399
−0.038798
0.003113
−0.058753
−0.067997
−0.09642
−0.001433
−0.07166
0.011495

225
678.5/184.1>GPCho:28:0a
−0.052884
−0.055378
−0.043095
0.010275
−0.058183
−0.071163
−0.094991
−0.013136
−0.071232
0.010535

226
704.6/184.1>GPCho:30:1a
−0.098161
0.034928
0.025845
−0.016733
0.065402
0.025315
0.061764
0.017562
−0.007589
−0.075475

227
700.6/184.1>GPCho:30:0a
−0.073662
0.019098
0.03745
−0.014939
0.033794
−0.007062
0.023411
−0.033233
−0.035601
−0.02025

228
718.6/184.1>GPCho:32:0p, 32.1e
−0.071956
−0.040124
−0.001555
0.043081
0.004493
−0.037141
0.033367
−0.025692
−0.136361
−0.036946

229
730.8/184.1>GPCho:32:2
−0.064141
0.012355
0.01945
0.019987
0.038821
−0.026908
0.048558
−0.02101
0.027242
−0.0232

230
732.6/184.1>GPCho:32:1a
−0.05463
−0.046615
0.015611
−0.064967
−0.034381
0.006155
−0.046436
−0.075384
0.113451
0.015974

231
734.6/184.1>GPCho:32:0a
−0.040376
−0.055883
0.02506
−0.113048
−0.009901
0.054704
−0.008414
−0.062158
0.021046
−0.064823

232
742.6/184.1>GPCho:34:2p, 34.3e
−0.030669
−0.068179
0.016245
0.070036
−0.040885
−0.087776
−0.007114
0.062602
−0.098268
−0.013058

233
744.6/184.1>GPCho:34:1p, 34.2e
0.055527
0.007884
0.006485
0.095315
−0.021901
−0.076416
0.005613
0.092777
−0.120475
−0.003526

234
740.6/184.1>GPCho:34:0p, 34.1e
−0.005905
−0.071779
0.016101
0.031273
−0.041762
0.01183
−0.016034
0.026839
−0.113658
−0.062552

235
748.6/184.1>GPCho:34:0e
−0.025896
−0.084904
−0.003618
0.008419
−0.023021
−0.000754
0.013578
−0.009898
−0.148857
−0.023706

236
750.6/184.1>GPCho:34:3a
−0.038074
−0.109372
−0.057378
−0.005479
−0.048274
−0.050646
−0.046878
0.064727
0.013296
−0.03096

237
758.7/184.1>GPCho:34:2a
0.075569
−0.028951
−0.071458
−0.02836
−0.034602
0.040906
0.004554
0.080722
−0.017794
−0.069348

238
760.6/184.1>GPCho:34:1a
0.026355
−0.084339
0.004248
−0.090204
−0.082982
0.055059
−0.075737
−0.022352
0.048312
−0.018352

239
762.6/184.1>GPCho:34:0a
0.008555
−0.081809
0.022504
−0.096224
−0.08003
0.020691
−0.083969
−0.039421
0.066988
−0.001067

240
768.6/184.1>GPCho:36:3p, 30.4e
0.072766
0.044583
0.072378
0.06934
0.005623
0.041908
0.022526
−0.037355
−0.053947
−0.000231

241
770.6/184.1>GPCho:36:2p, 30.3e
0.066236
−0.002706
0.041564
0.114543
−0.031341
−0.039619
0.012724
0.052369
−0.094926
0.0058

242
772.6/184.1>GPCho:36:1p, 30.2e
0.01739
−0.084196
−0.043945
0.060234
−0.029579
−0.067031
−0.010498
0.046592
−0.138063
−0.029389

243
774.6/184.1>GPCho:36:0p, 30.1e
0.009224
−0.091585
−0.012893
0.047348
−0.02338
−0.025297
−0.016033
−0.027742
−0.167107
0.042971

244
782.6/184.1>GPCho:36:4a
−0.08391
0.037087
0.042778
−0.047275
0.012652
0.088205
0.003954
−0.099569
0.021389
0.027686

245
784.6/184.1>GPCho:36:3a
0.09813
0.002063
0.006218
0.015703
−0.054305
−0.014677
−0.0467
−0.034242
0.016437
0.075317

246
780.6/184.1>GPCho:36:2a
0.0762
−0.009856
−0.070893
0.039562
−0.045103
−0.080225
−0.039095
0.063666
−0.042581
0.0342

247
788.6/184.1>GPCho:36:1a
−0.010787
−0.095629
−0.0704611
−0.016442
−0.055894
−0.110174
−0.057515
0.034781
0.0072871
0.053323

248
790.8/184.1>GPCho:36:0
−0.023928
−0.109802
−0.025847
−0.011982
−0.049354
−0.10491
−0.047259
0.016121
−0.009013
0.06784

249
792.6/184.1>GPCho:38:5p, 38.6e
0.053533
0.028543
0.075561
0.083865
−0.002581
0.005931
−0.000661
−0.022882
−0.103585
0.00126

250
194.6/184.1>GPCho:38:4p, 38.5e
0.071368
0.040939
0.076383
0.072008
0.017777
0.059705
0.022868
−0.031797
−0.063604
−0.000004

251
790.6/184.1>GPCho:38:3p, 38.4e
0.071743
0.019785
0.07237
0.064986
0.016523
0.069748
0.01925
−0.036678
−0.087863
0.016563

252
798.6/184.1>GPCho:38:2p 38.3e
0.039227
−0.095544
0.011752
0.040671
−0.012354
0.055588
−0.027571
−0.0354
−0.10794
−0.000127

253
800.6/184.1>GPCho:38:1p, 38.2e
−0.045709
−0.0762261
−0.000774
0.066898
0.004778
−0.032031
0.021276
0.023981
−0.1598671
−0.028425

254
808.6/184.1>GPCho:38:5a
0.092807
0.040764
0.0597791
0.023702
0.002377
0.030533
−0.015685
−0.072884
−0.038339
0.077767

255
810.6/184.1>GPCho:38:4a
0.089966
0.027429
0.046071
−0.020931
0.012288
0.04398
−0.002545
−0.103361
0.00022
0.07807

256
812.6/184.1>GPCho:38:3a
0.044293
−0.025244
0.050093
−0.013563
−0.008801
−0.019034
−0.019898
−0.112159
0.017277
0.120069

257
814.6/184.1>GPCho:38:2a
−0.105396
−0.0216081
0.027721
−0.023283
0.065997
0.004261
0.048282
−0.03577
−0.012326
−0.036407

258
810.6/184.1>GPCho:38:1a
−0.082438
−0.053516
−0.039274
0.002349
0.041196
−0.068668
0.048149
0.034096
−0.043071
0.00977

259
820.6/184.1>GPCho:40:5p, 40:6e
0.074398
0.032526
0.066651
0.079365
0.022856
0.028619
0.014791
−0.040825
−0.117416
0.014994

260
822.6/184.1>GPCho:40:4p, 40:5e
0.049023
−0.062032
0.034176
0.037748
0.024426
0.076041
−0.004824
−0.047816
−0.11186
−0.024185

261
824.6/184.1>GPCho:40:3p, 40:4e
0.033716
−0.092179
0.020613
0.009409
0.003679
0.081721
−0.024939
−0.020573
−0.115283
−0.015245

262
820.6/184.1>GPCho:40:2p, 40:3e
−0.045233
−0.118315
−0.057077
−0.021514
−0.020921
0.010859
−0.048378
0.015224
−0.042028
−0.040148

263
828.6/184.1>GPCho:40:1p, 40:2e
−0.060723
−0.087637
−0.068761
−0.017467
−0.031426
0.033227
−0.060322
0.023668
−0.100091
−0.009896

264
834.6/184.1>GPCho:40:6a
0.077876
0.043459
0.0667651
0.035034
−0.00172
0.005796
−0.007026
−0.070938
−0.046758
0.068188

265
830.6/184.1>GPCho:40:5a
0.064731
−0.029729
0.040998
−0.021407
−0.003205
−0.013989
−0.041162
−0.075754
−0.052456
0.09237

266
838.6/184.1>GPCho:40:4a
0.033892
−0.089979
0.003811
−0.052758
−0.025292
−0.014126
−0.061929
−0.04418
−0.021127
0.090342

267
701.5/184.1>SM:18/16:1
−0.087714
0.037564
0.01664
0.013516
0.053162
0.008721
0.038882
0.034889
0.002696
−0.056178

268
703.5/184.1>SM:18/16:0
−0.10233
0.04679
0.003785
−0.011494
0.058824
0.038973
0.042827
0.016083
−0.0115261
−0.063321

269
703.8/184.4>SM:d18:1/16:0
−0.097386
0.036473
0.032376
−0.005535
0.069929
0.035052
0.071308
0.027352
−0.013777
−0.063656

270
705.8/184.4>SM: d18:0/16:0
−0.096599
0.038011
0.034631
−0.021579
0.07137
0.019621
0.069324
−0.00657
−0.00118
−0.040246

271
727.6/184.1>SM:18/18:2
−0.059605
−0.02319
−0.043122
0.023235
0.041557
−0.044637
0.084455
−0.009104
−0.030171
−0.023593

272
729.6/184.1>SM:18/18:1
−0.086006
0.015385
0.001476
−0.012172
0.053917
0.016219
0.058136
−0.029595
0.03207
−0.046213

273
731.6/184.1>SM:18/18:0
−0.096787
0.011405
0.000826
−0.054267
0.063376
0.023033
0.06037
−0.060887
0.042063
−0.037006

274
731.8/184.4>SM: d18:1/18:0
−0.095385
0.009158
0.010818
−0.054171
0.065372
0.02341
0.065567
−0.057801
0.042064
−0.04004

275
733.8/184.4>SM: d18:0/18:0
−0.070415
−0.02856
0.012369
−0.081549
0.009041
0.013904
−0.000201
−0.089677
0.097251
0.039161

276
757.6/184.1>SM:18/20:1
−0.059285
−0.091074
−0.048111
0.013933
−0.034289
−0.052056
−0.01256
0.067193
0.001643
−0.036607

277
759.6/184.1>SM:18/20:0
0.078391
−0.010629
−0.05075
−0.028992
−0.028663
0.012277
0.014544
0.114733
−0.012809
−0.020873

278
759.8/184.4>SM: d18:1/20:0
0.075649
−0.005513
−0.047461
−0.020632
−0.032881
0.001086
0.028929
0.115206
0.0065071
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279
761.8/184.4>SM: d18:0/20:0
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280
773.6/184.1>SM:18/21:0
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281
787.6/184.1>SM:18/22:0
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282
787.9/184.4>SM: d18:1/22:0
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0.069616
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283
789.9/184.4>SM: d18:0/22:0
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284
813.6/184.1>SM:18/24:1
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0.065979
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285
813.9/184.4>SM: d18:1/24:1
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286
815.6/184.1>SM:18/24:0
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287
815.9/184.4>SM: d18:0/24:1
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288
817.9/184.4>SM: d18:0/24:0
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289
841.9/184.4>SM: d18:1/26:1
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290
843.9/184.4>SM: d18:0/26:1
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0.010803
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0.057546
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291
843.9/184.4>SM: d18:1/26:0
0.066855
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0.0125
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0.053414
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292
845.9/184.4>SM: d18:0/26:0
0.066946
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0.00965
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293
538.7/264.4>Cer:d18:1/16:0
−0.079533
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0.004107
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294
540.7/260.4>Cer:d18:0/16:0
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295
560.7/264.4>Cer:d18:1/18:0
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0.027429
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296
568.7/260.4>Cer:d18:0/18:0
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0.046565
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297
594.7/264.4>Cer:d18:1/20:0
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298
590.7/260.4>Cer:d18:0/20:0
−0.0678141
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299
622.8/264.4>Cer:d18:1/22:0
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300
624.8/260.4>Cer:d18:0/22:0
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301
648.9/264.4>Cer:d18:1/24:1
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302
650.9/260.4>Cer:d18:0/24:1
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303
650.9/264.4>Cer:d18:1/24:0
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304
652.9/260.4>Cer:d18:0/24:0
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0.009862
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305
670.9/264.4>Cer:d18:1/26:1
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0.033081
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306
678.9/260.4>Cer:d18:0/26:1
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307
678.9/264.4>Cer:d18:1/26:0
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308
680.9/260.4>Cer:d18:0/26:0
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309
700.7/264.4>MonoHexCer:d18.1/10.0
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310
702.7/260.4>MonoHexCer:d18.0/10.0
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311
728.7/264.4>MonoHexCer:d18.1/18.0
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312
730.7/260.4>MonoHexCer:d18.0/18.0
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313
750.7/264.4>MonoHexCer:d18.1/20.0
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314
758.7/260.4>MonoHexCe r.d18.0/20.0
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315
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316
780.8/260.4>MonoHexCer:d18.0/22.0
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317
810.9/264.4>MonoHexCer:d18.1/24.1
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318
812.9/260.4>MonoHexCer:d18.0/24.1
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319
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320
814.9/260.4>MonoHexCer:d18.0/24.0
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321
838.9/264.4>MonoHexCer:d18.1/26.1
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322
840.9/260.4>MonoHexCer:d18.0/26.1
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323
840.9/264.4>MonoHexCer:d18.1/26.0
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324
842.9/260.4>MonoHexCer:d18.0/26.0
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325
862.7/264.4>DiHexCer:d18:1/16:0
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326
864.7/260.4>DiHexCer:d18:0/16:0
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327
890.7/264.4>DiHexCer:d18:1/18:0
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328
892.7/260.4>DiHexCer:d18:0/18:0
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329
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330
920.7/260.4>DiHexCer:d18:0/20:0
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331
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332
948.8/260.4>DiHexCer:d18:0/22:0
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333
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334
974.9/260.4>DiHexCer:d18:0/24:1
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335
974.9/264.4>DiHexCer:d18:1/24:0
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336
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337
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338
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339
1002.9/264.4>DiHexCer:d18:1/26:0
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340
1004.9/260.4>DiHexCer:d18:0/26:0
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L
M
N
O
P
Q
R
S
T
U
V
W
X
Y

1
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3
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4
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5
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6
0.017699
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7
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0.083284
−0.015021
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0.010829
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8
0.0160791
0.007093
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0.055808
0.108877
0.056456
−0.061013
0.013819
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−0.072863
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9
0.003044
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−0.027785
0.019358
−0.027193
0.013602
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−0.043318
−0.052544
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10
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−0.032874
0.003261
0.084848
−0.045491
0.016018
0.144787
−0.037716
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11
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0.041411
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12
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−0.042709
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0.031257
0.013525
−0.102801
−0.076075
0.003211
−0.059531
0.172023
0.077223
−0.139436

13
0.062275
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0.107332
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−0.03168
0.038579
0.039386
−0.018392
0.05069
0.007243
0.031124
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14
0.123642
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−0.023101
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0.068068
−0.00322
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−0.021858
−0.048556
0.077847
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15
0.029666
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0.054488
−0.034661
−0.03151
0.035589
−0.010177
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16
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0.026426
−0.002409
−0.038539
0.117282
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0.043603
0.033213
0.047515
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17
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0.1185051
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18
0.050554
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0.118305
0.063918
−0.004021
0.089758
0.060945
−0.0053
0.0676
−0.00281
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19
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−0.008085
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20
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0.008313
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−0.056045
0.047317
0.019889
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−0.006551
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21
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22
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−0.028405
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0.018478
−0.014907
0.0488381
−0.0289281
−0.0750961
0.118811
0.1142031
−0.072222

23
−0.048344
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270
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271
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276
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277
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278
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280
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283
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284
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285
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286
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287
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288
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289
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290
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292
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293
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294
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295
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296
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297
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298
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299
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300
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301
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302
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303
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304
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305
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306
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307
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308
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309
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310
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311
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312
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313
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314
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315
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316
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317
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318
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319
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320
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321
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322
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323
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324
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325
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326
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327
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328
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329
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330
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331
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332
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333
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334
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335
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336
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337
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338
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339
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340
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Z
AA
AB
AC
AD
AE
AF
AG
AH
AI
AJ
AK
AL
AM

1
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2
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3
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4
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5
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6
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7
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8
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9
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0.03758
0.078794

10
0.026565
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0.037731
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0.011599
0.049596

11
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−0.0774791
−0.176656
−0.19806
0.04298
−0.063628
−0.002065
−0.0284931
0.0581391
0.0244121
−0.0494821
−0.036989
−0.051544

AN
AO
AP
AQ
AR
AS
AT
AU
AV
AW
AX
AY
AZ
BA

1
−0.033248
0.041548
0.004407
0.04232
−0.00978
−0.046593
−0.025963
−0.004158
−0.014118
0.043322
−0.014375
−0.004204
0.024545
−0.027333

2
−0.016607
−0.019613
−0.026613
0.026211
0.006355
−0.046715
−0.065869
−0.011114
−0.006262
0.001651
0.046025
0.033135
0.014284
−0.015258

3
−0.05265
−0.013401
−0.018818
0.077979
0.022912
−0.032306
−0.050926
0.030873
0.045651
0.040659
0.002472
0.013646
0.003027
−0.01591

4
−0.012606
0.060281
0.033821
0.031613
−0.043503
−0.073967
−0.060501
−0.054319
0.020464
0.05627
−0.010574
0.002087
0.027923
0.004241

5
−0.15201
0.046777
0.061807
−0.137806
−0.194528
−0.027707
0.094907
−0.028433
−0.070493
−0.096681
−0.020509
−0.075121
−0.021568
0.063253

6
0.023685
−0.074812
0.003761
−0.040449
−0.14402
−0.061101
−0.044236
−0.048966
0.140316
−0.109684
−0.034067
−0.026783
−0.091175
−0.061655

7
−0.001563
0.002954
−0.060204
0.055554
0.013825
0.079292
0.039423
−0.024628
0.19843
−0.026984
0.01995
−0.012649
−0.067224
−0.076952

8
−0.056451
−0.150326
−0.158833
−0.081455
−0.098171
0.15138
0.041052
−0.071036
0.012042
0.112861
0.136027
−0.068473
−0.062882
−0.060355

9
0.047876
0.088331
0.029459
0.097767
−0.056627
−0.001841
−0.026809
−0.090912
0.040739
0.117904
−0.038304
−0.10834
−0.073996
−0.042568

10
0.00019
0.002423
0.003001
0.021972
0.102896
−0.081142
−0.122618
−0.052353
0.014024
−0.010041
−0.005395
0.034293
0.053066
0.006743

11
0.016791
0.006126
0.179326
0.064198
0.071943
0.123363
0.204447
−0.165658
−0.03074
0.124479
0.016116
0.012266
0.102513
0.0218

12
0.062304
0.090816
−0.111351
−0.073283
−0.032103
−0.139217
0.114992
−0.042636
0.153074
0.168284
−0.056001
0.025552
0.018972
−0.239318

13
0.000888
0.014771
−0.003823
−0.02448
−0.021511
0.037025
−0.065015
0.030802
0.056416
0.038375
−0.020982
0.019855
0.018981
−0.000255

14
0.047248
−0.010695
0.01228
−0.015426
−0.042696
0.030896
−0.067585
−0.014063
0.04066
0.058038
−0.040202
0.019984
0.043749
0.00411

15
0.001685
−0.007827
0.001451
0.024818
−0.009502
−0.022272
−0.008226
0.003953
−0.055861
0.022073
−0.012972
−0.004879
0.020361
−0.033392

16
0.063683
0.130969
−0.017917
0.105488
−0.087477
−0.057301
0.073156
−0.022333
0.007525
0.089321
0.071178
−0.085276
−0.108799
−0.105817

17
−0.009746
−0.001474
0.00047
−0.037478
−0.097758
0.072046
0.006467
−0.020948
−0.041931
0.048773
0.037643
0.064115
−0.094815
−0.06507

18
−0.027927
0.043027
0.00501
0.059821
−0.081144
0.080007
−0.050265
0.050613
−0.08276
−0.053644
−0.048717
−0.141404
0.007569
0.050038

19
−0.087855
0.029241
−0.016549
0.078346
0.052613
−0.002305
−0.056119
0.028027
−0.013135
−0.010591
−0.06284
0.025354
−0.068882
0.06976

20
0.009458
0.002567
−0.010992
−0.019586
−0.004321
0.014642
0.023047
−0.00845
0.05319f
0.023319
−0.021063,
−0.020048
0.023572
−0.00181

21
−0.042766
0.04277
−0.019222
0.016015
0.013073
−0.001647
−0.015524
0.040036
0.03026
0.0629
−0.032276
0.109351
0.032396
0.004737

2 2
0.111472
−0.075926
0.06224
−0.081419
0.045029
−0.090365
−0.02697
−0.043455
0.048642
0.092379
−0.008529
−0.028869
−0.088543
0.070964

23
0.162589
−0.012925
0.013996
−0.06753
−0.123196
−0.078654
0.033405
0.02446
0.000223
−0.057683
−0.068049
0.088917
−0.026053
−0.062475

24
−0.004921
0.177506
−0.014458
−0.045695
0.042382
0.061688
−0.015162
0.075689
0.056242
0.046542
−0.007948
0.050513
0.123237
0.103451

25
0.044471
0.067764
−0.016141
0.124483
−0.060531
0.058091
−0.071884
−0.006915
0.139175
0.004151
0.090942
0.000197
−0.026465
0.053847

26
−0.007138
0.010159
−0.000694
−0.018583
0.000976
0.016672
0.031339
−0.012571
0.050234
−0.030464
0.011993
−0.018484
0.041871
0.013348

27
−0.006255
0.027648
−0.003926
−0.020408
0.013527
0.008904
0.015912
−0.016269
0.020001
−0.000003
−0.022493
−0.008629
0.013235
0.016076

28
−0.020208
0.020737
−0.018827
0.028042
−0.061104
−0.03721
−0.007205
−0.032307
0.043842
0.023256
−0.015267
0.03047
0.026065
−0.027957

29
−0.217987
−0.066112
0.011162
0.103064
−0.062796
0.007716
−0.134052
0.006099
−0.125231
−0.042773
0.070471
0.035908
0.021583
−0.112658

30
−0.009782
−0.04731
0.030713
−0.145005
0.022579
−0.009676
−0.005099
−0.052412
−0.005304
−0.030265
−0.011164
−0.019858
0.058839
0.003081

3 1
0.022526
0.009144
0.032992
0.03611
−0.005026
0.020896
0.066498
0.071296
−0.029006
−0.034857
−0.033089
0.087726
−0.025644
−0.006412

32
0.092225
−0.154763
0.141944
0.052366
−0.03884
−0.133646
0.010664
−0.242222
−0.013145
0.049062
0.003695
−0.016949
0.140465
0.019276

33
0.061938
0.02269
0.007168
−0.095531
−0.065216
0.062249
−0.139797
0.054842
−0.076361
0.02367
−0.000543
−0.039795
−0.016014
0.005144

34
0.002405
0.02786
−0.007339
−0.005571
0.061784
0.01914
−0.02392
0.06603
−0.02695
0.016121
−0.004706
−0.04625
−0.05798
−0.035434

35
0.018135
0.060235
0.091494
−0.0622
0.035138
0.02397
−0.053112
−0.09661
−0.018301
0.009784
0.022985
0.020692
0.036936
−0.009207

36
0.062674
0.047281
−0.045314
−0.126692
0.093786
0.000041
0.008439
−0.035666
0.006677
0.021567
0.042531
−0.035223
0.021678
0.019943

37
0.045863
−0.025549
−0.005249
−0.025385
−0.006622
0.003587
0.034004
−0.052867
−0.016813
−0.010022
−0.01616
0.030167
0.001445
−0.050904

38
−0.031387
−0.092828
−0.107197
−0.025523
0.033714
−0.187177
0.064562
0.084861
−0.016384
0.017468
0.0068
−0.076182
−0.026917
0.117308

39
−0.001184
0.037901
−0.024755
4.002459
0.013931
−0.012332
0.090986
−0.029122
−0.017214
−0.031228
0.039048
0.0495
−0.029568
0.015264

40
0.04325
−0.021915
0.032091
0.0207
0.049609
−0.021577
−0.001595
0.042704
−0.052284
0.013137
−0.006089
−0.032642
0.001597
−0.016935

41
0.009151
0.015572
−0.031693
0.099249
0.053247
−0.002881
0.022938
0.028083
−0.03781
0.006717
0.024869
−0.016324
−0.046715
−0.065647

42
−0.045117
0.02835
0.001727
0.018397
0.037463
−0.0157
0.065528
−0.009286
−0.023168
0.001663
0.012394
0.000753
−0.066643
−0.021137

43
0.023434
−0.04371
0.030395
0.045672
0.051096
−0.002216
0.000024
0.038514
0.009949
−0.006426
0.00225
−0.028726
−0.024304
0.000216

44
0.028851
−0.042693
0.015323
0.018041
0.043975
0.028803
−0.000293
0.027492
−0.013294
0.022738
0.024804
0.039405
−0.029431
−0.053812

45
0.041093
−0.030622
−0.00529
0.067362
0.033801
0.056792
−0.019643
0.061283
0.002986
0.010103
−0.037983
−0.026412
0.019571
−0.093253

46
0.146923
−0.008616
−0.063157
0.022102
−0.078346
0.067804
−0.019563
0.015482
0.050164
−0.037756
−0.020818
0.013783
−0.028259
0.031216

47
0.084038
−0.024222
−0.054831
0.001061
−0.029999
0.033684
−0.014541
0.035625
−0.070483
0.036144
0.018234
0.075245
0.050234
0.009665

48
0.024219
−0.033326
−0.004097
−0.052062
−0.061408
0.050408
0.05895
−0.051622
0.007623
−0.052919
−0.043802
−0.02162
0.0307011
0.021041

49
−0.048261
−0.046478
0.037791
−0.117223
0.010459
0.015745
0.0009
−0.037907
0.016662
−0.041664
−0.015625
−0.020458
0.056938
0.030827

50
0.024599
0.022882
−0.002615
−0.00629
−0.047101
0.002635
0.033425
−0.094921
0.02984
−0.018032
−0.008292
0.000877
−0.028697
−0.016395

51
0.039714
0.044096
0.040828
0.013422
0.0453
−0.008394
−0.051269
0.00921
−0.034144
−0.021102
−0.016826
0.014186
−0.01903
0.017765

52
0.038866
0.012241
−0.067329
−0.016172
−0.040345
0.016652
−0.019347
−0.084819
−0.048527
−0.044921
0.009053
0.03773
−0.045162
−0.007094

53
0.015526
0.002757
−0.021288
0.036492
0.006999
0.005824
0.023022
0.034129
0.055297
0.014826
−0.008204
0.025411
−0.077178
−0.019396

54
−0.041489
0.046656
0.0075
−0.069253
−0.032208
−0.017253
0.023872
0.015206
0.007767
0.007095
0.021503
−0.063861
−0.031106
0.010207

55
0.001385
−0.018027
−0.027301
−0.021133
−0.033044
0.000567
0.077537
0.063201
−0.018537
−0.017714
−0.011598
0.030787
0.025155
−0.004344

56
−0.027948
−0.061021
0.037078
−0.06279
−0.00716
−0.02179
0.001081
−0.015544
0.012849
−0.049244
0.010801
0.038897
0.036796
0.059599

57
0.046569
−0.025667
−0.033116
−0.047731
−0.007254
0.022453
−0.030299
−0.005362
−0.047325
−0.012304
−0.031756
−0.032068
−0.01164
0.036642

58
−0.002497
0.00175
−0.006302
−0.020009
0.025987
−0.031545
−0.00757
−0.008558
0.034173
−0.014561
−0.04985
−0.032888
−0.021141
−0.051559

59
0.019478
−0.119606
−0.000076
0.038635
0.063566
−0.008252
0.039451
−0.084867
0.120527
0.049102
−0.021812
0.137952
−0.048788
−0.012048

60
−0.027867
0.042475
0.040202
0.002428
−0.039922
0.00184
−0.029677
0.006261
−0.026128
0.016761
0.053641
0.035026
0.04685
0.010476

61
−0.010401
0.029005
0.05377
0.081074
0.003339
−0.048424
−0.045288
−0.036654
0.010883
0.004652
0.094885
−0.038658
0.022834
−0.026038

62
−0.037986
−0.042774
0.004228
0.064681
−0.040354
0.009229
0.018789
0.029184
0.045778
0.06003
0.066852
−0.019624
−0.03336
0.009016

63
−0.016646
0.055785
0.004172
−0.028618
0.01138
−0.06942
0.00135
0.007721
−0.015033
0.008913
0.041754
−0.03436
0.057794
−0.012068

64
−0.02247
−0.0403451
0.027992
−0.090554
0.007844
−0.004927
−0.025251
−0.045901
0.00416
−0.016432
0.007422
−0.009523
0.023531
0.03036

65
−0.035208
−0.022178
−0.025163
−0.028321
0.004813
−0.004579
−0.027097
0.011233
−0.025528
0.016265
0.02067
−0.035615
0.027844
0.053115

66
−0.021263
0.016306
−0.052121
−0.016653
0.045557
−0.056628
−0.005709
−0.017579
−0.055538
−0.025872
0.017401
0.082631
0.011928
−0.0064

67
−0.022823
−0.052003
−0.0508
−0.017168
0.01234
−0.085253
−0.052692
0.045797
0.029856
−0.034042
0.108144
0.026158
0.000983
0.015271

68
−0.011292
0.034782
0.050841
0.161149
0.007035
0.050341
−0.039472
0.053431
0.053992
0.105175
−0.003149
−0.137159
0.111098
0.015593

69
0.006956
0.00641
0.010789
0.005925
−0.031618
−0.018356
0.107472
−0.022775
−0.016086
−0.054496
−0.043543
−0.05846
0.003833
−0.07062

70
−0.027227
−0.003418
−0.052101
0.009455
0.030938
0.023291
0.012578
0.04573
−0.065385
−0.025354
0.089846
0.066761
−0.002332
0.009364

71
0.021711
0.003627
0.075069
−0.033504
0.038584
0.014914
0.047436
0.011285
−0.046305
0.006011
−0.004871
−0.035458
−0.004655
−0.034005

72
0.022262
0.02743
0.040499
−0.037565
0.027443
0.011986
−0.045995
0.0718
0.004141
0.01871
−0.004321
−0.005893
−0.024788
−0.046556

73
0.131251
−0.033079
0.006574
0.079655
−0.032109
−0.124887
−0.048421
0.011931
−0.055245
−0.043652
−0.030372
−0.11885
−0.051318
0.050619

74
−0.1121921
0.164921
0.055327
−0.073231
−0.006781
0.080409
0.026626
0.04478
−0.023288
−0.129045
−0.01481
0.103789
−0.097355
−0.084203

75
−0.004335
−0.016523
0.03578
−0.007853
−0.004017
0.024289
−0.000691
0.037583
−0.036526
0.003075
−0.001111
0.007408
0.018546
0.006662

76
0.001082
−0.029243
−0.004237
−0.062678
0.043416
0.104992
0.039155
−0.020562
0.001326
−0.055587
0.029217
−0.044653
−0.046207
−0.001016

77
−0.013913
−0.002817
0.034246
0.002427
0.023129
0.021509
0.03431
0.036069
−0.042673
−0.035728
0.027662
0.020536
0.004752
0.005845

78
0.000803
−0.013168
0.022343
0.000829
−0.01706
0.024591
0.001113
0.048995
−0.043754
−0.026064
−0.006184
0.000668
−0.000996
0.024639

79
−0.033168
−0.021381
0.011933
−0.043665
−0.000088
0.02901
−0.032998
−0.071234
−0.068961
−0.000669
0.022539
−0.020505
−0.060876
0.049605

80
0.123248
0.02173
0.147467
0.012027
−0.057993
−0.064044
0.009801
0.027107
−0.178725
−0.029985
0.099996
0.096644
0.130366
−0.043023

81
−0.080191
−0.124281
−0.043376
0.065895
0.154893
−0.023805
0.120196
0.014767
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317
0.01197
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318
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319
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320
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321
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322
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323
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324
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325
0.045271
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0.046128
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326
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327
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0.003597
0.025448
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328
0.054318
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329
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330
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331
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332
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333
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334
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335
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336
0.031562
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337
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338
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339
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340
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BP
BQ
BR
BS
BT
BU
BV
BW
BX
BY
BZ
CA
CB
CC

1
0.026496
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2
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0.010482
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0.036187
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3
0.06663
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0.033556
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0.049267
0.003129
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0.011637
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4
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0.050932
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5
0.024061
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0.013928
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0.000728
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6
0.056974 1
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0.06288
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7
0.018962
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8
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0.07799
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9
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10
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11
0.118642
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12
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13
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0.001658
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14
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15
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16
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17
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18
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19
0.08889
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20
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21
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22
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23
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24
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25
0.007543
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26
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27
0.004738
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0.00715
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28
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29
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0.226699
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0.138592
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0.112657
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30
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0.097958
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0.074015
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31
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32
0.02067
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0.052078
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0.1809041
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33
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34
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0.0015
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35
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36
0.035122
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37
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38
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39
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40
0.049006
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41
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42
0.0133061
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43
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44
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45
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46
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47
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48
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49
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50
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51
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52
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53
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54
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55
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56
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57
0.002437
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−0.009065
0.015996
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0.023674
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0.005791
−0.016222

303
0.007065
0.0014
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0.010713
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−0.05308
0.014327
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0.005954
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0.0015
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0.02779

304
0.024702
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0.032763
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0.039721
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0.001859
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0.10094
0.021886

305
−0.13811
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0.0094041
0.033789
0.072217
0.058058
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0.05376
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0.051167
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0.043374

306
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0.051904
0.025047
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0.067347
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0.002536
0.102297
0.006501
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307
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0.129988
0.040543
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0.017159
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0.040908
0.08112
0.022636
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0.050914
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0.065438

308
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0.029511
0.006332
0.000475
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0.042366
0.031415
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0.007677
−0.025009
−0.006959
0.099449
0.049482

309
0.022183
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0.042723
−0.003754
0.006828
−0.039882
−0.008455
0.011855
0.009505
0.007985
0.004838
−0.00333
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310
−0.032799
0.043258
0.013223
0.041914
0.049953
0.052447
−0.053541
−0.011935
−0.024679
0.021161
0.031974
0.03114
−0.03621
−0.043475

311
0.02949
0.0433
0.021307
0.047707
0.005377
0.020122
0.064857
−0.023689
0.023659
−0.003886
−0.043369
0.009166
−0.031886
−0.024949

312
−0.05656
0.045949
0.048436
0.118898
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0.18354
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−0.175635
−0.045979
0.024074
−0.077356
−0.12478
0.065796
−0.066519

313
−0.009306
0.014532
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0.055876
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0.021978
0.052359
−0.003122
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0.017703
0.004905
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0.093321

314
−0.117158
0.039202
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0.065468
0.026058
0.023531
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0.062004
0.09322
0.003031
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0.100466

315
−0.001486
0.001468
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0.008672
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0.030855
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−0.000672
0.035763
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0.03554
0.012358
0.042798

316
−0.141436
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0.061653
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0.071628
0.057541
0.024192
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0.136567
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0.024723

317
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0.002473
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0.018542
0.026384
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0.017902
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318
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0.004484
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0.120166
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0.014014

319
0.0088
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0.004793
0.007799
0.011735
0.022618
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0.061687
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0.012894

320
0.00578
0.0258181
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0.03259
0.016388
0.050142
0.045857
−0.051248
0.024691
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0.024887
0.057418
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321
0.079282
0.070334
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0.049555
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322
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0.042236
0.078484
0.032567
0.002633
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0.091292
0.162376
0.030842
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0.089246
−0.108636

323
−0.020407
0.087949
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0.055331
0.071953
0.063896
−0.014212
0.043736
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0.105694
−0.005931
0.025759
−0.08177

324
0.102714
−0.028864
0.035647
−0.046807
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0.048999
0.010639
0.13986
−0.219012
0.06013
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0.008522
−0.058756

325
0.078015
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0.009432
−0.013687
−0.003645
−0.050727
0.07237
0.076886
0.002383
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−0.023571

326
−0.049292
0.017699
−0.076163
0.015606
0.097871
0.016111
−0.086874
0.026101
−0.070986
0.016585
0.05799
−0.024556
−0.034134
−0.0733

327
−0.003905
0.030715
0.032537
0.051649
0.004511
−0.021175
0.01292
−0.002074
0.014119
0.028604
0.049471
−0.011476
0.053665
−0.019047

328
−0.101057
0.049383
0.072477
−0.042057
0.009828
0.003356
−0.04275
0.083626
0.106049
−0.055611
−0.05013
−0.003569
0.073482
0.057598

329
0.061645
0.004671
−0.042552
0.008533
0.030455
0.026421
0.035998
−0.050047
−0.002244
0.017363
0.091135
−0.030151
−0.003866
−0.019479

330
−0.017952
−0.096564
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0.026109
0.016579
0.064814
0.013928
0.021596
−0.004229
0.015876
0.021052
−0.048436
−0.101464

331
0.007604
0.043166
−0.009454
0.001241
0.058828
0.064267
−0.051249
−0.009037
−0.005972
−0.01781
0.044466
0.014752
−0.023454
−0.045617

332
0.157492
0.037513
−0.004241
0.078559
−0.084149
0.037403
0.035507
0.115558
0.084753
0.018835
−0.050259
−0.109987
0.005161
−0.026916

333
0.115731
−0.020357
0.065838
−0.073368
0.015405
0.033333
−0.036172
0.073417
0.007203
0.001566
0.071542
0.000155
−0.053779
−0.059942

334
−0.010002
−0.143448
−0.176039
−0.086943
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0.059415
−0.058164
0.046772
−0.066618
0.008679
0.13299
−0.18763
0.085801
0.152595

335
−0.007838
0.001194
0.003478
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0.013164
0.029884
0.017323
0.010634
0.019653
−0.050437
0.063353
0.013117
−0.005498
−0.098779

336
−0.015227
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0.037479
−0.011449
0.127577
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−0.091222
−0.071533
0.028811
0.080641
0.041183
0.018378
0.020926
−0.047239

337
−0.027163
−0.053386
0.0019
0.007532
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−0.012525
−0.038209
0.026262
0.122168
−0.050079
−0.030574
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0.006612
0.023953

338
0.019158
0.0518
−0.099993
0.026395
0.043812
0.145827
0.100495
−0.086106
0.02343
0,092093
0.02557
−0.011434
0.066815
0.015924

339
0.059092
0.032397
−0.091781
−0.059116
0.003204
0.041927
0.051854
−0.105767
−0.032471
0.021125
0.077643
0.059554
0.077654
0.091076

340
−0.124769
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0.046547
0.122714
0.112405
0.02255
0.029765
−0.021787
0.097315
−0.19858
0.017679
−0.006174
0.118657

CD
CE
CF
CG
CH
CI
CJ
CK
CL
CM
CN
CO
CP
CQ

1
0.027663
0.006079
−0.023488
0.020872
0.009951
−0.03284
−0.01799
0.106885
−0.117681
0.01783
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0.027008
0.051079
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2
0.023967
0.012491
0.024669
0.083483
−0.0383
−0.052176
0.040618
0.032497
0.036019
0.000755
0.021864
0.021626
0.065336
0.064784

3
0.006165
−0.031646
−0.024125
−0.00877
−0.000532
0.055604
0.00209
0.054891
−0.095484
0.017798
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0.060114
0.070711
0.052182

4
−0.05162
0.014996
−0.039091
−0.026612
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−0.044854
0.000868
−0.01392
−0.05867
0.022858
−0.096598
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5
0.055088
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−0.016502
0.072578
−0.051106
−0.014651
−0.01046
−0.023111
−0.066631
−0.073569
0.069974
−0.018752
0.10508
0.024373

6
0.046643
−0.081724
0.039695
0.089412
0.041612
−0.033642
0.078606
0.057406
0.015547
0.084597
−0.12617
−0.082773
−0.033452
0.008609

7
0.135544
0.017475
0.068266
−0.131018
−0.061836
0.044347
−0.103827
0.084656
−0.099735
−0.042655
−0.0438
0.037992
0.03694
0.012571

8
−0.055777
0.000212
−0.101789
0.021137
0.010263
−0.045468
−0.031517
−0.057495
0.059325
0.06935
−0.008492
0.038887
0.005017
−0.000741

9
0.015154
−0.004088
−0.102278
−0.014743
0.058588
−0.021373
0.002438
0.012062
0.011213
0.01057
0.087196
−0.053761
0.056192
0.027197

10
−0.079906
0.02161
0.029368
−0.053556
0.013608
0.031712
0.142645
−0.035399
0.047494
0.093969
−0.053194
0.010698
0.056882
0.0333

11
0.003169
0.06855
0.02014
−0.012801
−0.03932
0.02366
0.021679
−0.094087
0.081562
0.025883
0.017662
−0.140009
0.083947
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12
0.001727
−0.069574
0.018415
0.010259
−0.120007
0.01406
0.008492
0.077594
0.100467
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13
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0.047784
−0.010104
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0.048918
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0.122722
0.002065
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14
0.015032
−0.091329
−0.045853
−0.056485
0.124631
0.032364
0.001066
−0.05345
−0.07757
−0.066416
−0.068635
−0.002338
0.034066
0.006289

15
−0.067888
−0.04396
0.00085
−0.019065
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0.000384
0.033967
0.026819
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0.017352
0.005799
0.079635
−0.004546
0.005519

16
−0.041372
−0.004341
0.069873
−0.027045
0.025827
0.043883
−0.021134
−0.001907
0.028674
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0.06669
0.062305
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17
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−0.048019
0.090973
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0.113492
0.164055
0.03408
0.048175
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0.041117
0.022986
0.066572
0.138443
−0.042664

18
0.032693
−0.086647
0.039746
0.052451
0.070314
0.024679
−0.082023
0.038964
−0.030092
0.106412
−0.045647
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−0.072798
0.060906

19
−0.048252
−0.001126
0.012965
0.086572
0.008673
−0.093581
0.008814
0.017688
0.002002
0.042922
0.038259
0.081362
−0.001154
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20
0.015772
−0.079084
0.001106
0.03293
−0.01625
−0.0042
−0.000333
0.018707
0.032551
−0.010652
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0.021482
0.013524
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21
−0.118476
0.032144
0.175164
0.039219
0.067316
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−0.033295
−0.101425
0.041522
0.01126
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−0.000082
−0.04521
−0.011529

22
−0.018068
−0.091884
−0.1762451
−0.035923
−0.005563
0.080667
−0.130495
−0.083742
0.082847
−0.02035
−0.019735
0.0182071
0.1019061
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23
0.132381
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0.061288
−0.156282
0.02813
−0.0289
0.050068
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0.037091
0.053794
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0.038838

24
−0.102352
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0.115323
0.006035
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0.06017
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25
−0.014094
−0.098744
0.063023
0.000387
0.000586
0.070684
−0.039118
−0.029014
0.129411
0.069156
0.123381
0.030961
0.028106
−0.059876

26
0.018948
−0.052905
0.023827
0.026879
−0.006588
0.010829
0.071946
−0.032913
0.016774
−0.033042
0.056993
0.019555
−0.031704
−0.049827

27
0.001884
0.000094
0.057227
0.021149
0.00563
0.012781
−0.000657
0.022495
0.012209
−0.035703
0.001091
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−0.007813
−0.001126

28
−0.075474
0.032496
−0.018365
−0.076955
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0.00352
−0.052133
0.109688
−0.119665
0.027734
0.016953
0.016569
0.117957
0.055075

29
0.085454
0.16679
0.060138
−0.049476
−0.017406
0.05764
0.00715
−0.110208
−0.049855
−0.021924
0.07692
0.028722
−0.038327
0.000158

30
−0.018027
−0.029395
0.000384
0.02437
0.028188
−0.032214
0.012659
−0.027086
0.028177
−0.020655
0.084639
−0.019475
−0.026818
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31
−0.070413
−0.026332
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0.023372
0.076212
−0.053991
−0.036143
0.075147
−0.012303
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0.074475
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−0.003071
0.087422

32
0.013766
0.071058
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0.104125
−0.089511
−0.127407
−0.054278
0.026916
0.00861
0.108693
0.154994
0.055705
0.027598
0.092621

33
0.075155
−0.0457091
−0.033049
0.086655
−0.050542
0.104471
0.088716
0.063828
−0.077777
0.038281
−0.032468
0.007704
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0.029955

34
−0.009636
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0.053642
−0.121133
0.049468
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−0.006424
0.044016
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35
0.101817
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0.048627
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0.002786
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0.046946
0.014831
0.110881
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0.071831
0.002738
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36
0.048334
0.01186
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0.000914
0.12003
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0.122887
−0.016988
−0.038552
0.06727
0.015722
0.057575
−0.012112
−0.04992

37
0.040587
0.0089
0.09184
0.069499
0.16269
0.019106
−0.010969
−0.013101
0.004581
−0.011662
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0.030898
0.140782

38
−0.012456
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0.03384
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−0.053653
0.029583
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0.052952
0.023049
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0.11063
0.005851

39
−0.103943
0.060543
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e.147245
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0.06211
0.013965
−0.12725
0.009113
0.053349
0.026696
0.010901
−0.037399
0.013937

40
0.019071
0.009167
0.003886
0.023195
−0.004539
0.018278
−0.003151
−0.005098
−0.018445
0.037561
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0.044172

41
0.00014
0.0799
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0.027706
0.026668
0.002556
−0.056194
0.0408
0.015064
0.031588
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42
−0.02135
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−0.002491
0.011389
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−0.036842
0.0299731
0.061239
0.004149
−0.026394.
−0.059749
0.013253

43
0.028238
0.021227
0.0265441
0.010383
0.00327
0.039428
0.013344
−0.007516
−0.05863
−0.001571
0.005686
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291
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292
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293
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294
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295
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296
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297
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298
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299
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0.004696
0.035293
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0.010684
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300
0.094506
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0.033913
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301
0.060638
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302
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303
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0.03788
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304
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305
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306
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307
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308
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0.006676
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309
0.002167
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310
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311
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0.095468
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312
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313
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0.000072
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314
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315
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316
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317
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318
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319
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320
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321
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322
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323
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324
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325
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326
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327
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328
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329
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0.0318
0.032397
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330
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0.042706
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331
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332
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333
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334
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335
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336
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337
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338
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339
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340
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0.01706
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CR
CS
CT
CU
CV
CW
CX
CY
CZ
DA
DB
DC
DD
DE

1
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0.040786
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2
0.022861
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0.0796391
0.06772
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0.146124
0.037481
0.118911
0.1323051
0.1155271
0.0287991
0.0267021
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0.031839

3
−0.09574
0.002447
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0.139756
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0.01183
0.004236
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0.026646
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4
−0.03091
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−0.0001
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−0.008224
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0.013191
0.051822
0.085537
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0.142005

5
0.166962
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−0.077451
0.003647
−0.041615
−0.00649
−0.046372
−0.028748
0.077336
−0.021252
−0.015826
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0.121223

6
0.005186
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0.005929
0.030403
0.029655
0.030783
0.015326
−0.035415
−0.002217
−0.056598
−0.060444
0.003929
0.024988
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7
−0.051917
0.101633
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0.060748
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−0.019552
0.01591
0.053286
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0.119621
0.046312
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8
0.035407
0.0838241
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0.050874
−0.026218
0.017192
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0.055689
0.061092
0.152667

9
0.048816
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0.011199
0.03785
−0.049987
−0.024358
0.012579
−0.007818
−0.004639
−0.174656
0.004569
0.004496
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10
−0.011157
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−0.008429
0.158406
0.021717
−0.013148
−0.024534
−0.069217
−0.026572
−0.029548
−0.085534
0.075834
0.008551
0.08315

11
−0.004495
0.011347
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0.041727
0.041634
0.005531
−0.020138
−0.0191
0.003498
0.080493
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0.053781
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12
0.077667
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0.028763
0.043445
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0.037167
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0.017791
0.039741
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13
0.011522
0.1007
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0.032478
0.030447
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0.04808
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0.079582

14
0.03562
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0.051328
0.024846
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0.028802
0.04537
0.044395
0.022956
0.010014
0.030158
0.031933
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15
−0.021349
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0.017273
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0.023124
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0.002897
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16
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0.090675
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17
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0.074634
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0.0326011
0.131784

18
−0.075164
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0.039093
0.01026
0.016316
−0.034615
0.043118
−0.048977
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0.030433
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19
0.111211
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0.026102
0.015751
−0.102675
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−0.02821
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0.045583
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20
0.001389
0.030834
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0.059306
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−0.02692
0.009183
0.010586
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0.093989
0.001321
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0.106563

21
0.04912
0.00196
0.0262151
0.075264
0.132899
−0.001255
0.004466
−0.026761
−0.08728
−0.051382
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22
−0.021638
0.039093
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0.033609
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0.0030131
0.0284831
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0.0356331
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23
−0.029248
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0.005354
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0.015865
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0.038338
0.07701
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0.000837

24
0.030665
0.07706
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0.032695
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0.046904
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0.019657
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0.040923

25
0.035988
0.03618
0.017911
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0.000511
−0.016509
0.021025
0.04537
0.070244
0.091021
0.047152
0.003388
−0.016989

26
0.026959
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0.206652
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−0.006124
−0.006922
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0.002907
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0.020107
0.03408
0.036645

27
0.006537
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0.042589
0.04366
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0.012394
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0.095861
0.065727
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28
0.006733
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0.092326
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0.049546
0.013395
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0.101469
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0.027331
0.035804
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29
−0.004891
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−0.018604
−0.029787
0.00044
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0.037944
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30
0.00247
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0.116449
0.113908
0.037304
0.053967
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0.005045

31
0.028527
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0.044207
0.101688
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279
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280
0.136004
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281
0.052746
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282
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283
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284
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285
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286
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287
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288
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289
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290
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291
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292
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293
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294
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295
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296
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297
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298
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299
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0.032248
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300
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0.02743
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301
0.034307
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302
0.046485
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303
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304
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305
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306
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307
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308
0.003516
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309
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310
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311
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0.00318
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312
0.018822
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313
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314
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315
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316
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317
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318
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319
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320
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321
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322
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0.003799
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0.002027
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323
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324
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325
0.04313
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0.001149
0.003728
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326
0.02781
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8.121725
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0.04698
0.004347
0.049927
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327
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328
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329
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330
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331
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332
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333
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0.000373
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0.009588
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334
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335
0.07885
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336
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337
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338
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339
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340
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0.051
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DF
DG
DH
DI
DJ
DK
DL
DM
DN
DO
DP
DQ
DR
DS

1
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0.066906
0.126224
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0.051621
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2
−0.013115
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0.012368
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0.015196
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0.113431
0.010051
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0.064816
0.095508
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3
0.092127
0.037115
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0.012982
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4
0.041338
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0.05445
0.127266
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0.026672
0.040711
0.036685
0.023221
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0.015214
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5
0.099561
0.064475
0.023048
0.035779
0.064482
0.001342
−0.115286
0.06611
0.01064
0.101171
0.000835
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0.018656

6
0.000161
0.052132
0.046341
−0.133087
0.038742
0.036386
0.01385
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0.036983
0.063855
0.046192
0.008348
0.018258
−0.005204

7
0.018001
0.079453
−0.09553
0.054273
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0.030759
0.107594
−0.040011
0.0154771
−0.078781
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0.032417

8
0.043197
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0.039629
0.011513
0.00394
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0.048673
0.053132
0.062277
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0.028467
0.038754
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9
−0.14057
0.000381
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0.002698
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−0.010093
0.018473
0.008902
0.017218
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0.081567
0.079988

10
0.017297
0.094608
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0.115335
0.066584
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0.150896
0.017172
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0.065866
0.103502
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−0.019799

11
0.098663
0.034121
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0.01585
0.053314
0.053853
0.019321
0.060507
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0.008202
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12
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0.01025
0.020821
0.044925
0.036485
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0.03868
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13
0.101617
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0.104086
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0.022022
0.111488
0.063137
0.020904
0.046693
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14
−0.04146
0.03389
0.075644
0.0868871
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0.084232
0.157318
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0.04532
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15
−0.033307
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0.033694
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0.079685
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0.02216
0.034109
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0.033441

16
0.049544
0.041962
0.10026
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0.019814
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0.000462
0.033443
0.010185
0.070931
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0.002617
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17
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0.015592
0.034614
0.000931
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18
−0.1568651
0.062241
0.021966
0.027965
0.014091
0.02193
−0.095517
−0.016269
0.004694
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0.026054
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0.033697

19
−0.002585
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−0.06362
0.005574
0.008587
0.075814
−0.002742
0.016708
−0.002771
0.105541

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267
0.060045
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268
0.019076
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269
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270
0.017667
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271
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272
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273
0.009579
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274
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275
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0.008136
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0.001596
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0.031948

276
0.049751
0.045127
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0.001118
0.003618
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0.008484
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0.003344

277
0.010139
0.030555
0.011123
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0.011188
0.024036
0.007199
0.002947
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278
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279
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280
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281
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282
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283
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0.003963

284
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0.015356

285
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286
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0.02193
0.028825
0.001538

287
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0.000389
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0.00172
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0.012972

288
0.044623
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0.018934
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0.047924
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0.006606
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0.038842

289
0.015359
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0.00629
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0.003556
0.015166
0.018586
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0.00862
0.01311
0.011739

290
0.007234
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0.004234
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0.007507
0.015188
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0.010762
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0.026362

291
0.012165
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0.013832
0.004165
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0.007333
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0.026719

292
0.009427
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0.000809
0.022574
0.013632
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0.010653
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0.000389
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0.022693

293
0.002754
0.03664
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0.034058
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0.024506
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0.02277
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0.013928

294
0.022027
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0.015792
0.037691
0.010643
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0.002273
0.035398
0.005593
0.013682
0.00227

295
0.015426
0.001349
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0.010666
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0.051603
−0.018419
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0.014474
0.005777

290
0.008966
0.002953
0.014775
0.025055
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0.051449
0.018734
0.056068
0.005273
−0.027877
0.000567
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−0.000324

297
0.006384
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0.04817
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0.018749
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0.018566
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0.026929

298
−0.033982
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0.001747
0.059327
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0.041003
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0.080715

299
−0.004962
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0.000495
−0.011262
−0.057332
−0.021828
0.013171
0.0542361
−0.014752
0.0041951
−0.004845

300
0.020672
0.012086
0.037793
−0.033334
−0.008247
−0.000005
−0.004432
−0.052436
−0.006253
0.053858
0.016237
−0.029719
−0.032165
0.009653

301
−0.006993
−0.004039
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−0.027727
−0.022862
−0.015715
0.00272
0.014135
0.014167
0.012195
0.019709
0.017614

302
−0.016317
−0.021109
−0.019386
−0.0182
0.006381
0.012623
−0.011735
0.020497
0.035517
0.002534
−0.000864
0.033
0.043218
−0.023285

303
0.009304
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0.005311
0.012858
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−0.009813
0.000354
−0.021067
0.021663
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0.078514
0.014195
0.02786
−0.014774

304
0.021464
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0.0176841
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0.004018
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0.0265971
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0.0520211
0.0210841
0.0344761
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305
−0.058601
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0.004479
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0.006246
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0.011543
−0.009101
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306
0.049594
0.012645
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0.014108
0.017392
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0.022052
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0.019887
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0.00187

307
−0.030914
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0.060003
0.042087
0.044762
0.001905
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−0.045759
0.063796
0.003188
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0.026178
−0.025695

308
0.01631
0.016883
0.013061
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0.045041
0.024864
−0.005014
−0.01893
0.008121
0.02807
−0.01427
−0.006131
−0.011402
0.01368

309
−0.001607
0.00419
0.021524
0.001038
0.018448
0.009426
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0.020303
−0.012174
0.0088
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0.021686

310
0.014673
0.016463
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0.027999
0.022037
0.004771
−0.00868
−0.006216
−0.021917
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0.014852
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0.00896
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311
0.020576
0.027074
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0.007691
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0.029824
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0.011621
−0.005421
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0.002245
−0.001173
0.014424

312
−0.039328
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0.003348
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0.092736
0.074594
−0.060314
0.010663
0.018561
0.003269
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0.046951
0.029479

313
0.022854
0.036741
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0.001841
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0.009083
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0.007973
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0.062236

314
0.005104
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0.024826
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0.051467
0.012323
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0.022885
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0.000671
0.056714

315
0.005805
0.00091
0.034678
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0.004295
0.02765
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0.021961
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316
0.032189
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0.051649
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0.03802
0.015867
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0.016871

317
−0.006989
0.00082
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0.008185
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318
0.026068
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0.034495
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0.025372
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0.016713
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319
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0.01359
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0.025006
0.031256
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0.017599
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0.0001891
0.0002081
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0.00035

320
−0.039699
0.000765
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0.06317
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0.01912
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0.011292

321
−0.006048
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0.006994
0.012772
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0.046119
0.008283
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0.019559

322
−0.021534
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0.017294
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0.008099
0.005162
0.001351
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0.007392
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323
−0.041703
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0.038289
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−0.006595
−0.021017
−0.012488
0.000006
−0.037312
−0.026374
0.048262
0.019683

324
0.067877
0.000736
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0.048715
0.06496
−0.033713
−0.044617
0.053426
0.01451
−0.014825
0.026864
0.021786
−0.040041

325
−0.023536
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0.024155
0.04401
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0.018543
−0.030859
0.035501
−0.004096
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0.015103

326
0.009682
0.040255
−0.04095
0.024123
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−0.033464
0.019248
−0.036769
0.003777
0.000733
0.018343
−0.002496
−0.002929
0.006731

327
−0.019226
0.008501
0.005844
0.002495
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−0.000555
−0.01218
0.012397
0.013342
−0.023055
0.006817
0.019652
−0.007325
0.001089

328
0.030499
−0.011363
0.000807
0.018116
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0.05427
0.004202
0.019931
0.016005
0.016657
0.009487
0.000523
0.022464
−0.007293

329
0.002914
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−0.038754
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0.03926
0.009561
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330
−0.006597
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0.008458
0.016391
0.005122
0.003289
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0.006738
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−0.006171
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−0.024694
−0.005642
0.021433

331
−0.001388
0.010917
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0.002569
0.008869
0.012054
0.008648
0.033501
−0.011235
−0.02669
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−0.023175
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0.008948

332
0.061333
0.00369
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−0.004029
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−0.046256
0.040499
0.012328
0.035496
−0.014151
0.003237
0.029826
−0.018901
0.026715

333
−0.007457
−0.002057
0.012255
0.009875
0.02217
0.023056
−0.043117
0.038367
−0.001567
−0.021446
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−0.015595
−0.016756
0.006032

334
−0.100769
0.040785
0.004383
0.024369
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0.034928
−0.024458
0.044398
0.004643
0.024612
0.006958
0.002662
−0.057354
−0.023363

335
−0.000292
−0.031286
0.031263
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0.0228
0.03061
−0.0137
−0.011802
0.012747
−0.000473
−0.005107
−0.005258
0.022074
0.009108

336
0.007287
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0.068295
−0.000036
0.003993
−0.068825
−0.004268
0.048162
0.026277
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0.030333
0.051528
0.057446
0.01467

337
−0.007689
0.039701
0.028837
0.043932
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0.008787
0.032793
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0.011358

338
−0.008782
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0.023439
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0.007166
0.013533
0.016236
0.045426
−0.017285
0.015922
0.042822
0.022663
−0.016967
−0.014034

339
−0.073582
0.061279
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0.017601
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0.016858
0.063406
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0.004276
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340
0.068227
0.004407
0.017418
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0.027071
−0.03869
0.008564
0.003723
0.014254
−0.002807
0.011167
−0.025405
0.016374

DT
DU
DV
DW
DX
DY
DZ
EA
EB
EC
ED
EE
EF
EG

1
0.040192
0.091089
0.011247
0.022545
0.057896
−0.005584
0.055363
0.061463
−0.035906
−0.159549
0.02845
0.010929
0.068786
0.056986

2
−0.025234
−0.068913
−0.060095
−0.008899
−0.001046
−0.035285
0.138294
0.032893
0.09041
−0.02741
0.044899
−0.026505
−0.08286
−0.096215

3
0.015568
−0.020536
0.004571
0.083858
0.058834
0.058171
−0.134892
0.06117
0.015639
0.008217
0.089713
0.048068
0.001534
−0.055341

4
−0.034632
0.027602
0.049297
−0.040267
−0.020406
−0.029394
0.063607
−0.071649
−0.067747
−0.005372
−0.047816
−0.082496
0.060175
−0.051911

5
0.000244
0.021042
−0.045059
−0.023705
−0.021747
0.018681
−0.115373
−0.028099
−0.089697
−0.005994
−0.037481
−0.005795
−0.02671
−0.046361

6
0.094341
0.018045
0.0211471
0.064264
0.042728
−0.018555
−0.011165
−0.046611
0.008973
−0.061255
0.034524
−0.002387
−0.029029
0.017982

7
−0.052959
−0.0583561
0.0119191
−0.022181
−0.025276
0.056638
−0.080825
−0.029156
−0.023752
−0.059133
−0.062741
−0.020991
0.0202451
−0.057916

8
−0.073884
−0.0377961
0.0474221
0.024176
0.025713
0.026426
0.100649
0.03295
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0.033649
0.035397
−0.00555
0.005032
0.036732
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0.02225
0.059187

339
−0.040317
0.028364
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0.016679
0.054705
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0.003039
0.069874
−0.012734
0.002354
0.036166
0.027372
0.026158

340
0.0243891
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0.016463
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0.032816
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0.0833251
0.0351691
−0.030413

EH
EI
EJ
EK
EL
EM
EN
EO
EP
EQ
ER
ES
ET
EU

1
0.030347
0.011698
−0.119222
−0.064858
0.002395
0.149015
0.06372
0.073169
0.037467
0.005958
0.012563
0.030799
−0.027071
0.012415

2
−0.04358
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0.054439
0.168452
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0.051161
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0.082545
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3
0.003573
0.018308
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−0.007811
−0.056487
0.059494
0.029181
0.065322
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0.00546

4
−0.042143
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0.012071
0.096826
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0.052938
0.030297
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0.006548
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0.026575
0.009705

5
−0.057521
0.110307
0.014143
0.035882
0.029306
0.043901
0.015192
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0.007607
0.00175

6
0.007948
0.059805
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0.00028
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0.043631
0.091965
0.005284
0.009664
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7
−0.051108
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0.106668
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0.01166
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8
0.025044
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0.004444
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0.085141
0.063549
0.040735
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9
0.038826
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0.123381
0.006798
0.017573
0.003519
0.009375
0.030922
−0.073621
0.014047
0.020687
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0.050008
0.020218

10
0.025566
0.006386
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0.094028
0.005312
−0.029653
0.040089
0.009099
0.051566
0.031501
0.039006
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0.068578
0.061408

11
−0.008661
0.059305
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0.093725

12
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0.022172
0.070978
0.069609
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0.040685
0.031705
0.003271
0.005154
0.016746
0.021731
0.028008
0.043564
0.069266

13
0.041787
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0.104064
0.054428
0.006304
0.031622
0.056995
0.061032
0.036276
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0.042235
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0.068138

14
0.147782
0.070282
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0.050363
0.006037
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0.003966
0.030717
0.007597
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0.148412
0.076376
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15
−0.057487
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0.057286
0.028442
0.030981
0.075745
0.043446
0.032067
0.00477
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0.122214
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16
−0.02972
0.009749
0.009662
0.03334
0.014883
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0.03976
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0.028282
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0.025456
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17
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0.000726
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0.070304

18
−0.010937
−0.0017
0.088046
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0.002984
0.000032
0.003795
0.008557
0.071502
0.009153
0.036466
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19
0.015234
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0.034198
0.022213
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0.001186
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0.039961
0.013421
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20
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0.13278
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0.061537
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21
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0.040213
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0.041916
0.027191
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0.016132
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22
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0.109257
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0.07185
0.058746
0.051608
0.0668
0.025002
0.0099811
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0.077024
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23
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0.027028
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24
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2 5
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0.050826
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0.049336
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0.055106
0.065334
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26
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27
−0.059168
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28
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0.018024
0.095255
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0.047924
0.009217

29
−0.006725
0.066974
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0.029662
0.013065
−0.029237
−0.005685
0.013454
0.003507
0.051391
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0.010761
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30
−0.00031
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0.037373
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0.093054
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0.005561
0.028706
0.01089
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0.076926
0.041227

31
−0.036706
0.110013
0.045129
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0.033468
0.012202
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0.018714
0.018574
0.032699
0.010899
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0.02822

32
0.019164
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0.054199
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33
0.014683
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0.036883
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34
0.070713
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0.032238
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35
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36
0.05681
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0.072299
0.001502
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37
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0.015808
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38
0.02381
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39
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40
0.062941
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41
0.082204
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0.044669
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42
0.010845
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0.007547
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0.002973
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43
0.07967
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44
0.059543
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45
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46
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47
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48
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49
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50
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51
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52
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53
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54
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55
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56
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57
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58
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59
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60
4.001106
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61
0.100226
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0.0282 r
0.022081
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62
0.000455
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63
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64
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65
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66
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67
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68
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69
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70
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71
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72
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73
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74
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75
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76
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77
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78
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79
0.008858
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0.031781
0.01502
−0.000321
−0.043884
0.019873
−0.011367

327
−0.008288
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0.026567
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−0.001129
0.000232
0.014003
−0.010955
−0.010914
−0.015392
−0.013181
−0.024338
−0.002252

328
−0.022069
0.022942
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0.002128
0.076043
0.016947
−0.008352
0.004475
−0.00897
−0.037984
0.020018
0.077342
0.011288
0.015847

329
−0.01184
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0.018621
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0.013658
0.011245
−0.017388
−0.022798
−0.013678
0.01421
0.032082
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0.015079

330
0.029109
0.016506
0.016855
0.029226
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−0.017006
0.018644
−0.018451
−0.03413
−0.019412
0.011046
0.001661
0.046008
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331
0.027335
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0.003495
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−0.022903
−0.02984
−0.040523
−0.025802
−0.005633
0.006859
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0.003646

332
0.020568
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0.017306
0.005962
0.012555
−0.016836
−0.00021
−0.00561
0.004092,
0.020132
0.017821
0.026675
0.026628
−0.04672

333
−0.006671
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0.017801
0.003298
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−0.006453
0.025833
−0.029711
0.017822
0.0035
0.030789
0.010215
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0.002362

334
0.013727
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0.048444
0.051826
0.047597
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−0.070881
−0.004096
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0.048586
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0.064453
0.050784
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335
−0.003802
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0.016684
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0.00374
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336
−0.027229
0.04593
0.028739
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0.035717
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0.006841
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0.029491
0.01034
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0.038017

337
−0.016269
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0.039018
0.035197
0.012163
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0.042073
0.00823
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338
−0.023241
0.052739
0.002917
0.037587
0.003319
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−0.063451
0.001767
0.025984
0.017317
0.040989
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339
0.053579
0.007234
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0.014799
0.014805
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−0.016754
0.040237
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0.039301
0.018658
0.008926

340
0.008903
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0.022206
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0.003264
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−0.010269
0.027472
−0.002131

EV
EW
EX
EY
EZ
FA
FB
FC
FD
FE
FF
FG
FH
FI

1
−0.101768
0.051889
0.020976
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0.049431
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0.076736
−0.076278
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0.063507
0.176336
0.180036
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2
0.133735
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0.04552
−0.093008
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0.005024
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3
−0.039689
−0.032532
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0.014426
0.020663
0.044871
−0.050227
0.074055
0.050162
−0.086654
−0.034961
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0.037899

4
0.064087
0.005954
0.018144
−0.050198
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0.046672
0.080414
0.082557
−0.07786
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0.030629
0.040069
0.084962

5
−0.059175
0.018013
0.000328
0.059525
−0.003762
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0.01386
0.039571
−0.018769
0.097018
0.03338
0.136449
−0.012584
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6
−0.076681
−0.054715
−0.054169
0.002595
0.00523
0.084251
0.053537
0.182899
−0.055204
−0.075727
0.008389
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−0.069
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7
−0.054439
0.01885
0.018112
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−0.053517
−0.040765
−0.108167
−0.028431
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0.041043
0.018026
0.047967
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8
0.015744
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0.00469
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−0.020489
0.030344
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0.016356
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9
0.064494
0.05148
0.048837
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0.03482
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−0.059471
0.069568
−0.080031
−0.088621
0.059063
−0.107899
−0.041438
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10
0.020207
0.02627
0.083
0.09584
0.019727
0.017383
−0.000042
0.009056
0.052075
−0.005539
−0.036639
0.020326
−0.010797
0.085334

11
0.0457
−0.004293
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0.004527
0.035598
−0.025176
0.036202
0.013515
−0.046036
0.011263
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0.002427

12
0.025968
0.052754
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0.038165
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0.013104
0.08629
0.049117
0.003414
−0.105625
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−0.0009
0.019779
0.094215

13
0.078323
0.046638
0.048391
0.007889
0.068641
−0.069509
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0.013358
0.162115
0.041887
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0.074548
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0.045839

14
−0.067153
0.075614
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0.055566
0.032741
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0.006085
0.097346
0.086325
0.082697
0.154818
0.024568
0.096135
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15
−0.116037
0.016634
0.018022
0.049467
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0.059761
0.016951
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0.074342
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0.038666
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16
−0.078418
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0.053403
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0.073937
0.126811
0.059434
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17
0.121318
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0.058439
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0.039303
0.038997
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18
−0.101204
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0.022927
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0.021202
−0.0533
−0.022026
−0.059334
0.069284
−0.007032
0.12931
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0.027251
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19
0.042157
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0.042943
0.011426
0.008604
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−0.030109
−0.014337
0.145329
0.050942
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20
−0.085457
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0.082484
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21
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0.067609
0.089735
0.002469
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0.045624
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0.032758
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0.009743

22
0.10407
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0.017706
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0.033872
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0.054752
0.01676
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23
0.050764
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0.012983
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24
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0.060084
0.017576
0.051611
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0.026259
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25
0.057275
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0.02961
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0.011647
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0.048936
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0.00436
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26
−0.062718
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0.001696
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0.071098
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27
0.058031
0.064791
0.076985
0.076246
0.03572
0.05844
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0.027939
0.096984
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0.099234
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28
−0.023256
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0.092848
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29
−0.064318
0.047249
0.059401
−0.001439
0.020561
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0.029583
0.036562
−0.045842
−0.017682
0.060889
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0.01704
−0.063646

30
0.032197
0.006275
−0.000417
0.098918
0.020752
0.042443
0.027251
−0.019215
0.004262
0.071599
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0.020256
0.090146
0.052273

31
−0.037412
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0.009354
0.017554
0.033132
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0.03745
−0.144947
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0.017038
0.116149
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0.00906

32
−0.088403
0.018125
0.092242
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0.042827
0.068806
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0.041705
0.007095
0.070749
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0.030145
0.027326
0.00959

33
0.003484
0.013502
0.027391
−0.001727
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0.093373
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0.058059
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0.015402
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34
−0.023387
0.040482
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−0.035695
−0.002245
0.039331
−0.018246
0.06526
0.015095
0.152043
0.053662
0.075909

35
−0.050442
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0.01946
0.113794
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0.050913
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0.026491
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36
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0.06631
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37
0.090765
0.010452
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0.091158
−0.042023
0.0672
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38
0.112228
0.034353
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39
−0.094143
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0.036079
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0.123818
0.0227
0.013294
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0.02773
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40
0.057687
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0.056925
0.081809
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41
0.023555
0.053428
0.122299
0.045131
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0.107647
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0.00924
0.027428
0.025338
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42
0.0094111
0.005558
0.0089021
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0.000419
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0.009391
−0.002706
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0.0151311
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43
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0.051376
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0.1339121
0.0796711
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44
0.051998
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0.105066
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0.134082
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45
0.034246
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46
0.020143
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47
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48
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49
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50
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51
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52
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53
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54
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55
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56
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57
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58
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59
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60
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61
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62
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63
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64
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65
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66
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67
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315
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316
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317
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318
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319
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320
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321
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322
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323
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324
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325
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326
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327
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328
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329
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330
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331
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332
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333
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334
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335
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336
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337
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338
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339
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340
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FJ
FK
FL
FM
FN
FO
FP
FQ
FR
FS
FT
FU
FV
FW

1
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2
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3
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4
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5
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6
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7
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8
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9
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10
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11
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12
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13
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14
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15
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16
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17
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18
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19
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20
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21
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22
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23
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24
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25
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26
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27
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28
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29
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30
0.061827
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31
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32
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33
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34
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35
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36
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37
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38
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39
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40
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41
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42
0.001079
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43
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44
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45
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46
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47
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48
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49
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50
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51
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52
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53
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54
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55
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304
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0.006594
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305
0.056482
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306
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307
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308
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0.000001
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0.017921
0.023866
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309
0.004563
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0.007851
0.020678
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310
0.000906
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0.001263
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311
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312
0.020568
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0.034545
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313
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314
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315
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316
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317
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318
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319
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320
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321
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322
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323
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324
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325
0.036929
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326
0.049184
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0.037718

327
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0.018254
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0.028977
0.008413
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328
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329
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0.01741
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330
0.037156
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331
0.007795
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0.014161
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0.01331
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0.012197
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0.016882
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332
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333
0.007495
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0.002438
0.015959
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334
0.040841
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0.009426
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0.010719
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335
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0.007175
0.007626
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0.011316
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0.025722
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336
0.033504
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0.009959
0.005459
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337
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338
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339
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340
0.0574591
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0.037999

FX
FY
FZ
GA
GB
GC
GD
GE
GF
GG
GH
GI
GJ
GK

1
0.028444
0.052914
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0.12858
0.015343
0.05406
0.033355
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2
0.0376121
0.036637
0.0325591
0.049961
0.038452
0.08238
0.039009
0.1443
0.052384
0.040424
0.068147
0.0515
0.072154
0.024033

3
−0.017273
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0.039738
0.045131
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0.066467
0.031051
0.064645
0.056725
0.013326
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4
−0.035905
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0.007819
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5
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0.026765
0.041279
0.012489
0.009222
0.022341
0.04012
0.046147
0.018684

6
−0.00316
0.008131
0.007694
0.022241
0.028463
0.03699
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0.003073
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0.073349
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7
−0.024004
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0.012066
0.044988
0.043975
0.030206
0.042901
0.025755
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8
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0.031418
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0.001564
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9
−0.004929
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0.00776
0.028731
0.062035
0.096905
0.001373
0.008277
0.00499
0.009682
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0.019907
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0.008896

10
−0.042362
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0.017743
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0.068172
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0.007461
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11
−0.001012
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0.010504
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12
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0.03019
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0.0037491
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13
0.06231
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0.021717
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14
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0.076272
0.137926
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0.040707
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15
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16
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17
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18
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0.049762
0.031189
0.009492
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0.040245

19
0.003733
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0.009294
0.006926
0.015436
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0.049849
0.024264
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0.023808
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20
−0.048837
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0.017396
0.069874
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0.025028
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21
0.021596
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0.036639
0.060711
0.032604
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0.051298
0.020018

22
−0.009697
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0.009461
0.022531
0.00718
0.031331
0.016307
0.023679
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0.027672

23
0.006296
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0.001796
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0.008033
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0.08106
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24
0.011742
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0.036863
0.015581
0.002365
0.014296
0.004527
−0.014852
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0.056462
0.081777
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25
0.003981
0.003357
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0.019654
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0.010687
0.032983
0.058672
0.123687
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0.013071
0.038639

26
0.034458
0.01363
0.014471
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0.004782
0.017596
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0.029754
0.05709
0.010929
0.093871
0.02828

27
0.018536
0.012189
0.004283
0.055976
0.065464
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0.024867
−0.0015
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0.002999
0.028936
0.101263

28
0.004041
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0.021938
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0.028727
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29
−0.022066
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0.006399
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0.015354
0.001218
0.045635
0.043268
0.019932
0.0273
0.013997
0.014135

30
−0.051868
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0.04499
0.067504
0.040495
0.030511
0.012813
0.060349
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0.031275
−0.07264

31
−0.020404
0.00094
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0.0017
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0.008938
0.091772
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32
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0.00421
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33
0.011281
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0.023826
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0.093455
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0.069111
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34
0.002204
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0.021842
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0.020498

35
0.042545
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0.010433
0.044194
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36
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37
0.024401
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0.042637
0.07428
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0.122438
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0.105071
0.100702
0.061018
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38
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39
0.012805
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0.020848
0.026382
0.003869
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40
−0.001517
0.016665
0.01982
0.006605
0.024743
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0.022009
0.002484
0.07555
0.05565
0.003803
0.111159
0.096241
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41
−0.004099
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0.026598
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0.170636
0.065811
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42
−0.0040451
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0.0045011
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0.010983
0.011842
0.009505
0.002675
0.000405
0.000654
−0.01087
0.012571
−0.015893
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43
0.045443
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0.01324
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0.01336
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44
−0.019322
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45
0.005569
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0.00735
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294
0.021935
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295
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296
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297
0.003765
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298
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299
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0.000101
0.003137
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0.00868
0.016768
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300
0.002296
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0.024589
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301
0.001996
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0.002924
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0.008894
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0.007366
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302
0.013358
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0.014229
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0.007543
0.013519
0.017119
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0.0139
0.007124
0.008641
0.024081
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303
0.011257
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0.0183
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0.019837
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304
0.004858
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0.037431
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305
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306
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307
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308
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309
0.002938
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310
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311
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312
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313
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314
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315
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316
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317
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318
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319
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320
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321
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322
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323
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324
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325
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326
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327
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0.003542
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328
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329
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330
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331
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332
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333
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334
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335
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336
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337
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338
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339
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340
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GL
GM
GN
GO
GP
GQ
GR
GS
GT
GU
GV
GW
GX
GY

1
0.0880561
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0.024706
0.019529
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0.070416
0.052527
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0.0105981
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2
0.007435
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0.018287
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3
0.031426
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0.030304
0.020922
0.073166
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0.010596
−0.117425
0.044779
−0.04594
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0.14811
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4
0.027126
0.008655
0.056382
0.04493
0.016407
0.096039
−0.040338
0.033654
−0.001942
0.119635
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0.063696
0.096322
0.126989

5
0.027934
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0.026744
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0.038988
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0.050768
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0.014479

6
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0.033237
0.041182
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0.005962
0.106058
0.054499
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0.043876
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0.042102
0.001785
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0.0744

7
0.0461211
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0.047501
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0.003641
0.0373451
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8
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9
0.013006
0.051098
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0.003353
0.017914
−0.0672
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0.052902
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0.091969
0.017818
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10
−0.04977
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0.001371
0.031323
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0.014013
0.044554
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0.00367
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0.121
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0.011419

11
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0.038807
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0.043518
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0.003308
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0.0764

12
0.012742
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0.04509
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0.037534
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13
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14
0.042445
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0.01284
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0.041069
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0.062731
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0.109481
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0.038313

15
0.005841
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0.063492
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0.03586
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16
0.04178
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0.00784
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0.013004
0.018703
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0.007587
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17
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0.073788
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18
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0.00975
0.022152
0.066784
0.019454
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0.041446
0.001614
0.068373
0.014569
0.05232
0.064634

19
0.026708
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0.036948
0.010385
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0.035777
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0.073427
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0.02769
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20
0.065986
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0.094188
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0.154947
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0.123653
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21
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22
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0.072528
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0.1114431
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23
0.009363
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0.030896
0.016289
0.091808
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24
0.006183
0.015661
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0.056484
0.03715
0.009757
0.070123
−0.075641
0.131631
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0.027057
0.002889

25
−0.067134
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0.026585
0.039992
0.029433
0.02768
0.077313
0.059749
0.073399
0.084009
−0.00835
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−0.093975

26
0.011559
0.056839
0.049208
0.033748
0.039259
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0.339117
−0.000123
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0.080445
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0.020506
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27
0.014591
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0.049893
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−0.050747
0.050026
0.004523
0.003736
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0.061316

28
0.001253
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0.061535
0.02101
0.072159
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0.005653

29
0.046995
0.009488
0.032574
0.014729
0.016661
−0.000565
−0.017094
0.00902
0.00031
−0.031734
−0.040585
−0.018238
−0.001742
−0.034214

30
−0.039679
0.024351
0.162431
0.06202
0.036492
0.098225
0.010622
−0.015591
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0.0587
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0.021932
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31
0.019422
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0.125732
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0.026268
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0.040073
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0.087621
0.021906

32
0.027253
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0.024805
0.013064
0.068883
0.024966
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0.066971
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0.037248
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33
0.010224
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0.053029
0.066592
0.066248
0.067406

34
0.002553
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0.010563
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0.153589
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0.108715
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35
0.067464
0.012263
0.061139
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0.05453
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282
−0.003689
0.011365
0.019374
0.010469
0.000149
0.026654
0.020662
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0.034945
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0.001697

283
0.007239
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0.008509
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0.01973
0.008852
0.087428
0.00044
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0.013094
0.051015
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284
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0.003771
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0.004206
0.026447
0.013217
0.01702
0.01123
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285
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0.017693
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286
0.020237
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0.036253
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0.003718
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287
0.01511
0.014576
0.042146
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0.035228
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0.020533
0.001951

288
0.015526
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0.004707
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0.000245
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0.013679
0.046313
0.02505
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289
−0.002391
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290
−0.029941
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0.005515
0.01724
0.017483
0.01103
0.012557
0.004284
0.018326
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0.007205
0.015456
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291
−0.027687
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0.000434
0.003728
0.019498
0.018596
0.010032
0.008257
0.004905
0.022727
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0.007841
0.013755
0.000594

292
−0.029027
−0.02151
0.010309
0.002987
0.021349
0.045339
0.016486
0.018611
0.02729
0.030357
0.024214
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0.025501
−0.004664

293
−0.030101
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0.050712
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0.024791
0.003791
0.011663
0.019214
0.037197
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0.02184

294
−0.005281
0.003509
0.007006
0.002516
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0.013003
0.009499
0.005328
0.001909
0.020472
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0.025501
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295
−0.012036
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0.025085
0.018679
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0.020253
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0.037538
0.004653
0.032548
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0.015392
−0.031834
−0.006333

296
0.008041
−0.007201
0.009454
0.003635
0.01188
0.023482
−0.010009
0.044615
0.004131
0.034831
−0.041973
0.025434
−0.023469
−0.005744

297
−0.016438
0.003376
0.028233
0.014769
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0.007886
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0.044877
0.004566
0.018398
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0.004419
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0.028274

298
−0.005221
0.027757
0.019294
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0.017663
0.015979
−0.007441
−0.037162
0.014457
0.030135
0.032256
0.058305
0.031464
0.020413

299
0.000225
0.021257
−0.005688
0.001251
−0.037328
−0.003981
−0.010908
0.042099
−0.022597
0.016777
−0.053429
−0.002715
0.01062
0.013714

300
−0.011368
0.021284
0.055416
−0.037172
−0.021476
−0.019093
−0.051674
−0.020412
0.002952
−0.032826
0.038763
0.001253
0.018811
−0.04376

301
−0.010724
0.013612
0.011501
0.022995
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−0.011424
−0.016268
0.00778
0.005764
0.012827
−0.045858
0.033929
−0.000643
0.004273

302
0.014069
0.002326
−0.000513
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0.000853
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0.008675
−0.012157
−0.002309
−0.000434
−0.034387
0.024871
−0.001233
−0.022869

303
0.020396
0.01484
−0.009554
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0.006128
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−0.001778
0.00648
−0.03772
0.021254
−0.023907
0.026751
−0.033464
−0.004589

304
0.001601
0.000395
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0.011136
0.021336
0.007318
−0.03823
0.014468
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0.014856
0.006853
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305
−0.046055
0.042262
0.00384
0.019638
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0.072892
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0.011887
−0.039999
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0.052447
−0.072635

306
0.000533
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0.003812
0.001646
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−0.040022
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307
−0.041112
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0.042353
0.006325
0.012157
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0.033356
0.006563
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308
−0.017029
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0.006233
0.016651
−0.009833
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0.01164
−0.011164
0.035463
0.032621

309
−0.012612
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0.025175
0.005017
0.009507
0.000694
0.018993
0.011252
0.002295
−0.024399
0.021632
−0.004916
0.016966
−0.002542

310
−0.005807
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0.009947
0.026453
0.038828
0.017538
0.003584
−0.013103
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0.033559
−0.008286
−0.002492
0.012738
−0.040461

311
−0.008213
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0.003804
0.017821
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0.013847
−0.009019
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0.002192
−0.062671
−0.013484
−0.016183
0.011616

312
0.032174
0.024156
0.024254
0.035186
0.045135
−0.034984
0.021784
−0.01544
0.017517
0.032173
0.031703
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0.086771
0.041743

313
0.002104
0.00846
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0.017062
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0.044988
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0.004101
0.048065
0.031156

314
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0.001145
0.042791
0.014968
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0.082355
−0.019964
−0.022202
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0.024451
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0.023641
0.019475

315
0.000727
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0.011457
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0.003612
−0.000847
0.026735
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0.010714
0.007754

316
0.057174
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0.008078
0.00394
0.00079
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0.069514
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0.037667
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0.00161
0.012423
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317
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0.005881
0.015538
0.009371
0.028909
0.015237
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0.003158
0.01255
0.03522
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0.016547

318
0.016204
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0.027781
0.011562
0.012274
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0.032898
0.000689
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0.006876

319
0.008875
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0.018174
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0.011604
0.018829
0.00495
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0.017621
0.008317
0.010779
0.026753

320
0.017351
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0.019806
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0.043273
0.025999
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0.000988
0.032675

321
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0.018417
0.010465
0.017873
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0.01314
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0.004441
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0.0445
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322
−0.002548
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0.050038
0.00354
0.015072
0.003376
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0.006491
0.010135
0.025536
0.004087
0.021433
0.012578
0.004851

323
0.01406
0.039291
0.009159
0.02482
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0.013928
−0.030816
−0.011858
−0.052917
0.03676
0.03381
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0.050559
0.043919

324
0.036279
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0.014952
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0.011224
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325
−0.002782
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0.029255
0.006114
0.022044
0.006123
0.026013
0.02693
0.010022
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0.014531

326
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0.015469
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0.055918
−0.002277
0.015594
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0.017799
0.00833

327
0.017948
0.019629
−0.003727
0.005
−0.007222
0.02737
−0.008906
0.007511
0.007041
0.017509
0.003836
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0.012713
−0.045048

328
0.001943
0.004896
0.027377
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0.013448
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0.08731
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0.023514
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329
0.027271
0.015116
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0.019119
0.00406
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0.044349
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0.01964
0.002021

330
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0.004932
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0.013178
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0.003917
0.02952
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0.011092

331
−0.003404
0.005903
0.006981
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0.003952
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−0.000189
0.028569
0.02144
0.004803
0.005365
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332
−0.010251
0.047543
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0.032388
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0.023343
0.010556
0.086127
−0.022147
0.064721
0.02489
0.02853
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333
−0.011362
0.001267
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0.012079
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0.035279
0.016993
0.011295
0.023454
0.015806
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334
−0.006352
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0.021312
0.006603
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0.044746
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0.007659
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335
0.000926
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0.001729
0.015149
−0.005293
0.022614
0.02526
0.057083
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0.009269

336
0.005007
0.029684
0.023666
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0.015848
0.022456
0.015295
0.007546
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337
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0.014116
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338
0.030723
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0.000604
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0.017791
0.011691
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0,036168
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0.008542
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339
−0.005692
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0.030134
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0.016519
0.00045
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0.000883
0.034029
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340
0.00226
0.001975
0.001079
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0.002484
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0.015969
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0.028263
−0.022974
−0.066437
0.04196
0.043334

GZ
HA
HB
HC
HD
HE
HF
HG
HH
HI
HJ
HK
HL
HM

1
0.074011
−0.087042
−0.03885
−0.051106
0.122855
0.010848
−0.007142
0.069161
0.020263
−0.08015
−0.085281
−0.031135
−0.085542
−0.0032

2
0.059603
0.005961
−0.063071
0.000425
0.02602
0.028835
−0.002416
0.104262
0.120187
−0.016222
0.007663
−0.018908
−0.068817
−0.023205

3
0.017605
−0.018806
0.094952
0.106177
0.001257
−0.004769
−0.027072
−0.050001
−0.036987
0.056527
0.02716
0.01573
−0.027152
0.021345

4
−0.00227
0.122918
0.021949
−0.098178
−0.012104
−0.011148
0.091912
−0.022783
0.018355
0.030886
0.089629
0.010795
−0.003319
0.073537

5
−0.057888
−0.059149
−0.036069
0.136465
0.027499
0.020091
−0.069983
−0.030404
−0.035965
0.089218
0.069217
−0.014329
0.058388
0.090654

6
−0.066693
0.003188
0.006738
−0.047033
−0.018504
−0.016684
−0.008131
0.010383
−0.027479
−0.02528
0.06278
−0.071884
−0.031067
0.007209

7
0.082202
0.000067
−0.068661
0.006572
0.080144
−0.012573
−0.064835
−0.056481
0.049411
−0.028413
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0.019531
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8
−0.061739
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0.025797
0.00827
−0.062247
0.023415
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0.047241
0.058949

9
0.153137
0.051654
0.091241
0.001933
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0.04495
−0.068094
−0.020807
0.01188
−0.050592
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0.004285
0.013511

10
0.297002
0.037539
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−0.031566
0.089414
0.223097
−0.053695
−0.001437
−0.015524
0.052806
−0.021237
0.004619
0.0125
−0.017276

11
0.079011
0.088862
0.034008
−0.021207
−0.072044
−0.040478
−0.035134
0.02609
−0.037004
−0.090908
−0.009529
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0.008177

12
0.02912
0.058675
0.04137
−0.071602
0.052717
0.065373
−0.030479
−0.006524
0.047629
0.018327
0.020249
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−0.000433
−0.053783

13
0.016466
−0.027224
−0.074659
−0.067214
0.002752
−0.024844
0.071002
0.035136
0.006083
−0.050487
0.104883
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−0.023641
0.014189

14
−0.016438
0.084118
−0.032103
−0.001413
−0.034615
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0.081856
−0.01795
−0.043451
−0.037902
−0.071925
−0.027339
−0.031375
0.029544

15
0.021407
0.045011
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−0.103521
−0.010716
0.02397
−0.030765
−0.049796
0.030808
−0.076732
0.00214
−0.012352
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16
−0.039218
0.032174
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0.016555
0.045986
−0.069406
−0.012734
−0.026113
−0.017883
−0.009466
0.045271
−0.000695
−0.001644
0.049286

17
−0.074765
0.089667
0.051211
0.069826
0.03243
0.103528
−0.025089
−0.019873
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−0.045846
0.011679
−0.072281
−0.013327
0.00252

18
−0.005655
0.04895
−0.016565
0.051426
−0.042269
−0.053202
0.009508
−0.035307
−0.062768
−0.014154
−0.032491
0.003991
−0.040078
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19
−0.04317
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0.157083
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−0.091659
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−0.02245
−0.00132
−0.016054
0.020097
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−0.014332
0.008662

20
−0.000579
0.103532
0.114166
−0.082177
0.050159
0.102203
−0.09685
−0.017403
−0.03663
−0.099427
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0.051236
0.011238
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21
−0.129991
0.044281
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−0.044439
0.033031
0.008876
0.020408
−0.03398
−0.064802
−0.044621
−0.002766
0.032493

22
−0.055488
−0.048639
−0.00081
0.042642
−0.05075
0.082344
−0.048628
−0.02194
0.04518
0.028334
0.018226
−0.013962
−0.043736
−0.006613

23
−0.015032
0.022168
0.051199
0.054162
−0.034075
−0.049134
0.031507
−0.024319
0.047171
0.05045
0.063707
0.059136
0.100811
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271
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272
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273
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274
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275
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276
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277
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278
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279
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280
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281
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282
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283
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284
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285
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286
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287
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288
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289
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290
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291
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292
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293
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294
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295
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296
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297
0.00635
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298
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299
0.017752
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0.016314
0.029371
0.029652
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0.006909
0.004615
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300
0.00389
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0.062661
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0.052645
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0.000119
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301
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302
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303
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304
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305
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306
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307
0.001396
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308
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309
0.0179951
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310
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311
0.006682
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0.001725
0.012345
0.003102
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312
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313
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314
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315
0.04836
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316
0.005006
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317
0.003256
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318
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319
0.054542
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320
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321
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322
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323
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324
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0.045887
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0.001617
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325
0.003177
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0.004585
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326
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0.029068

327
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0.00882
0.013879
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0.003321
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0.001489
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328
0.068095
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329
0.048966
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330
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331
0.004383
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0.006591
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332
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0.001862
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333
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0.003781
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334
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335
0.007875
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336
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337
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338
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339
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340
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0.000217

HN
HO
HP
HQ
HR
HS
HT
HU
HV
HW
HX
HY
HZ
IA

1
−0.0533
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0.023282
−0.018323
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2
−0.048638
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−0.03457
−0.022272
−0.094175
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0.050894
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3
0.04133
0.012953
0.017823
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−0.007287
−0.07138
−0.12793
−0.076333
−0.112796
−0.031171
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0.023583
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4
−0.034235
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0.058145
0.068925
0.074901
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−0.019702
0.020784
−0.00955
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−0.018472
0.09197
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5
0.059399
−0.009904
0.019328
0.040815
0.043457
−0.022638
0.009571
0.022187
−0.013701
0.046703
0.031567
0.095161
−0.045747
0.01302

6
−0.124456
−0.068375
−0.08349
0.082107
0.123947
−0.005885
−0.019181
−0.022913
0.070428
−0.040623
0.015283
0.002225
0.006537
0.03537

7
0.010957
0.020815
0.015971
−0.02538
−0.054231
0.060977
0.013237
0.067337
0.069627
0.016404
0.004636
0.170996
0.091061
−0.008463

8
0.010106
−0.0516611
−0.005578
0.014523
0.019584
0.00156
0.06197
−0.013806
0.01975
−0.021097
0.057339
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0.005216
0.023038

9
−0.061485
−0.051578
4.011303
−0.034865
−0.067387
−0.017365
−0.031802
0.018366
−0.008521
−0.0415
0.004447
−0.054723
0.030457
0.050413

10
−0.005195
−0.091909
−0.036112
−0.017002
0.003029
−0.001401
−0.097377
0.076314
0.08388
0.038801
0.059896
0.040232
0.000847
0.041012

11
−0.023961
0.004219
−0.038909
0.007459
0.004419
0.010829
−0.033648
−0.003556
−0.025719
−0.042675
−0.072319
−0.024364
−0.006477
0.006931

12
0.0141581
0.050541
0.0328741
0.057981
0.079696
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300
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320
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321
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724
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328
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IB
IC
ID
IE
IF
IG
IH
II
IJ
IK
IL
IM
IN
IO

1
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2
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0.008266
0.00449
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335
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0.006876
0.004649
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0.011428
0.002045
0.006022
0.011886
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336
0.042869
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0.011593
0.007857
0.022783
0.012448
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337
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0.020519
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338
0.03821
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0.014549
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339
0.02947
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0.000951
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0.00493
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340
0.041727
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0.010922

IP
IQ
IR
IS
IT
IU
IV
IW
IX
IY
IZ
JA
JB
JC

1
0.0349431
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0.068704
0.0335511
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2
0.035856
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0.031818
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0.01281
0.00601
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0.008271
0.010399
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0.010308

3
−0.039865
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0.028396
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0.01268
0.057703
0.042374
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0.044964
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0.017609
0.009931
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4
0.046801
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0.082424
0.045028
0.039651
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0.058694
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0.015864
0.036009
0.104095
0.00025
0.00429

5
−0.029959
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0.027426
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0.027026
0.03738
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0.017466
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0.00827
0.010462

6
0.002151
0.027998
0.030007
0.024179
0.037206
−0.032631
−0.042445
−0.128909
0.021173
0.089462
0.016988
0.083505
0.086999
0.100876

7
0.011817
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0.011157
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0.068955
0.010453
0.010528
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0.003462
0.0157941
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8
0.0207481
0.025318
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0.015823
0.00139
0.032379
−0.000893
−0.006784
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0.056885
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9
−0.00419
0.002514
0.008473
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0.008558
−0.017426
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−0.003207
0.006652
0.015753
0.022968
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10
−0.05777
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0.009249
0.053475
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0.0291
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11
−0.012587
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0.024711
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0.001902
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0.012528
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12
0.0039721
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0.034157
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0.0162821
0.0315171,
0.0003441
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13
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0.008058
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0.024208
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14
0.066594
0.007451
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0.06271
0.021349
0.034802
0.086653
0.111288
0.03692
−0.030796
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0.00167
0.023422
0.009539

15
0.066841
0.027453
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0.013241
0.033867
0.038726
0.014556
0.005348
0.032483
−0.009052
0.063128
0.005312
−0.002319
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16
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0.012007
0.015693
0.029363
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0.028673
0.040327
0.030613
0.02056
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0.034125
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17
0.055071
0.037489
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0.039238
0.000895
0.026961
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0.032581
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18
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0.036132
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19
0.044044
0.019754
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0.000001
0.069645
0.053365
0.02922
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0.034756
0.01358
0.020464
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20
0.024438
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0.016355
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0.08432
0.131326

21
−0.013751
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0.05747
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0.021563
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0.025834
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22
0.0167411
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23
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24
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25
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26
0.04332
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0.064881
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27
0.00411
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28
0.039621
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29
0.000885
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0.012185
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0.018398
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0.018953
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30
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3 1
0.012414
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32
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33
0.0242171
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0.051272
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34
0.044038
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0.045196
0.025978
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35
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36
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37
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38
0.058357
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39
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40
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41
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42
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43
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0.07777
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44
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45
0.012834
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46
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47
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48
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49
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50
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51
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52
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53
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54
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55
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56
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57
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58
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59
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60
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61
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62
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63
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64
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65
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66
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67
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68
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69
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70
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71
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72
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73
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74
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75
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−0.021227
−0.026578
−0.013502
0.012292

325
−0.010281
0.005023
0.026665
0.005501
0.010413
0.010329
0.002906
−0.010702
0.011557
0.006797
−0.014231
0.003804
−0.02308
−0.007164

326
−0.017694
0.004752
−0.009064
−0.004618
0.029751
0.029995
0.008812
−0.005029
0.005101
−0.032082
−0.009494
0.008936
−0.01567
0.026914

327
0.01663
0.010441
−0.018109
0.0262531
0.014189
−0.012764
0.005921
0.047286
0.009206
0.012319
−0.011688
0.017555
−0.003296
0.008863

328
−0.070865
−0.009751
−0.004852
−0.043839
−0.037774
0.046771
0.016303
−0.03379
−0.010403
0.0292
−0.012515
−0.049509
−0.016849
−0.019431

329
0.003013
0.013656
−0.011238
0.007716
0.024385
−0.004965
0.008375
0.023182
−0.014189
0.009288
−0.01675
0.008765
0.020057
0.011248

330
0.008485
−0.020749
−0.007423
−0.009996
0.058065
0.006486
0.00318
0.003602
0.026417
0.012521
−0.015613
−0.060817
−0.034716
0.003665

331
−0.005697
−0.012789
0.01298
0.027418
0.018025
−0.00762
0.011783
0.011869
0.018623
−0.008199
−0.012139
0.021851
0.016445
0.005122

332
0.024195
0.009595
−0.018243
−0.018759
−0.021748
0.003189
0.005583
−0.008057
0.006732
−0.012195
0.015273
−0.025846
−0.021646
0.021634

333
−0.025528
−0.010344
0.016568
0.007152
0.01963
0.012957
0.003857
−0.01157
−0.012679
0.023747
−0.021106
0.003589
0.003162
0.012721

334
−0.060339
−0.006927
−0.004231
−0.051578
0.031596
0.027389
0.013717
−0.04058
−0.029523
−0.013049
0.006448
0.034904
0.001402
−0.017396

335
0.000693
−0.001223
0.001274
0.016582
−0.007077
0.008137
0.003472
−0.002235
0.005911
0.002931
−0.012627
0.000955
−0.002112
0.02952

336
−0.000436
0.008639
0.02829
0.023254
0.032774
−0.001662
0.005045
−0.027168
0.016706
−0.015252
0.009433
0.032138
0.035465
−0.008715

337
−0.017377
−0.024135
−0.0348
0.022626
−0.003376
−0.011954
−0.011047
−0.000589
0.016751
0.028088
0.018654
−0.002759
0.007286
0.01987

338
0.005061
0.000475
0.000443
−0.014661
0.000414
0.007518
0.013293
0.023531
0.010694k
−0.017327
0.022803
0.023172
0.022938
−0.00391

339
−0.040625
0.002728
−0.017577
−0.034291
0.022971
−0.003698
0.042813
0.026353
0.020215
−0.02815
−0.024213
0.00194
−0.035714
−0.0121

340
0.020573
0.017292
0.021035
−0.027575
−0.004838
0.017418
0.003272
−0.002505
−0.010941
−0.000393
0.013423
−0.016611
0.005512
0.034268

JD
JE
JF
JG
JH
JI
JJ
JK
JL
JM
JN
JO
JP
JQ

1
−0.034191
0.111306
0.132335
0.067189
0.020914
0.025643
0.046964
0.016539
0.100106
0.034537
0.052792
0.06012
0.077998
−0.098154

2
0.024062
0.009872
−0.044457
−0.016248
−0.090294
−0.019942
−0.014156
−0.044456
0.070019
−0.089528
−0.044908
−0.046157
−0.010585
−0.000587

3
−0.016237
−0.015725
0.008219
0.04457
−0.0766
−0.058353
−0.082296
−0.084057
−0.135443
−0.10141
−0.071614
−0.084972
−0.090922
−0.010513

4
0.017191
0.03156
0.074646
0.054663
−0.002292
0.00289
0.020619
−0.017385
−0.00319
−0.055764
−0.030617
−0.031801
−0.074111
−0.019858

5
0.002331
−0.034985
−0.062106
0.03006
−0.032453
−0.064751
−0.010126
−0.010019
−0.001204
0.006742
−0.042569
−0.020962
0.033644
−0.002742

6
0.082338
−0.024812
0.051551
0.063855
0.018512
−0.015033
−0.001129
0.00316
0.151294
0.078454
−0.000528
0.013663
−0.008903
0.075697

7
−0.037376
−0.030335
−0.07998
−0.049468
0.029314
0.036964
0.085434
0.064287
0.100666
0.033438
0.005012
0.012407
0.007079
0.000503

8
−0.012885
−0.025509
−0.032694
−0.031275
0.070041
0.035123
0.045128
0.02955
0.022957
−0.015396
−0.012169
0.004639
0.020675
0.009295

9
−0.049814
−0.037554
−0.058125
−0.025532
0.015255
−0.024686
−0.008319
0.002619
0.000355
−0.026654
−0.025705
−0.023099
−0.02494
0.04145

10
−0.017757
−0.061202
−0.023313
−0.018477
0.109471
0.011917
−0.015215
−0.053204
−0.028729
0.085799
0.012593
0.001404
−0.033254
0.01601

11
−0.016951
0.064962
0.029638
−0.039879
−0.049757
0.010768
0.024926
0.024401
−0.001565
−0.021776
0.053845
0.063
0.016781
0.008352

12
0.003173
0.057876
0.022022
−0.032469
−0.103629
0.017826
0.006605
0.02073
−0.041337
−0.007399
0.060139
0.060285
0.012381
−0.027197

13
0.036021
−0.035771
−0.11524
−0.085357
−0.013968
−0.084573
−0.049665
−0.057031
−0.026691
0.108243
0.052262
0.060197
0.035447
0.032733

14
−0.012564
−0.021067
−0.004806
−0.012976
−0.041391
0.006842
−0.010319
0.012998
−0.130504
−0.098518
−0.049822
−0.051966
−0.054548
−0.032977

15
0.017118
0.019856
−0.010832
−0.054821
0.002684
−0.047566
−0.029085
−0.007774
0.053901
0.104033
0.002784
0.012176
−0.00167
0.083062

16
−0.027272
−0.059671
−0.044035
−0.019632
0.028115
−0.000593
−0.006814
0.01205
0.076106
0.01325
0.019798
0.013655
0.015512
0.048156

17
0.01193
0.029554
0.016657
0.013276
0.071434
0.0452
0.037253
0.034977
0.093439
0.058371
0.049761
0.040202
−0.024441
−0.03938

18
0.027758
0.040292
−0.008961
−0.005687
0.004657
0.024808
−0.029594
−0.019068
0.072908
0.050375
0.055004
0.048312
0.000541
0.019191

19
−0.01425
0.038725
0.044287
−0.00146
0.093745
0.047882
0.074795
0.108301
−0.04385
0.021207
0.008004
0.01057
0.04029
−0.077379

20
0.083126
0.009267
0.031609
0.053045
0.019242
0.007509
−0.003675
−0.008543
0.043252
0.025869
−0.013098
−0.01667
−0.008675
0.076765

21
0.000265
−0.001242
0.028943
0.004471
−0.008559
0.0054
−0.011271
−0.014154
−0.005488
0.017625
0.022727
0.014409
0.019336
−0.022734

22
0.012415
0.050163
−0.013376
−0.026893
−0.057608
0.075113
0.046763
0.045334
−0.003452
−0.054062
0.061655
0.064114
0.020868
−0.032743

23
−0.041783
0.018012
−0.001489
−0.016169
−0.053102
−0.016354
0.003529
0.013332
−0.085449
−0.004781
−0.016692
−0.015142
−0.01779
−0.062218

24
−0.047456
0.019677
0.053154
0.032094
0.041148
−0.001886
0.014246
−0.0415
−0.068668
0.000782
0.000192
0.005925
−0.031391
0.044262

25
0.025241
−0.018413
−0.042768
0.042689
−0.071359
0.027222
0.014361
0.016297
0.088457
−0.003201
−0.011011
−0.007604
−0.028092
0.072067

26
−0.004625
−0.006653
0.039937
−0.019266
0.136098
0.003535
−0.022487
0.014517
0.01003
0.066135
0.074064
0.058071
0.022938
0.026807

27
−0.040198
0.105451
0.050057
−0.002597
0.086999
0.031216
0.018573
0.025662
0.111682
−0.106065
−0.196153
−0.192481
−0.12869
−0.122816

28
−0.035784
0.008883
−0.006386
−0.026883
−0.020016
−0.042691
−0.037032
−0.053924
−0.046476
0.067924
0.025948
0.024907
−0.073408
−0.044434

29
−0.009631
0.023635
0.009255
0.019756
0.018474
0.024696
0.017389
−0.005427
−0.042414
0.052494
0.019637
0.00817
0.022789
−0.010191

30
−0.033733
−0.164481
−0.035671
0.102358
0.006085
0.044267
0.071277
0.061236
−0.073115
−0.033214
0.019094
0.026499
−0.044327
−0.014945

31
−0.0449
−0.066028
−0.055513
−0.017422
0.110487
0.019641
0.016979
−0.026174
0.12285
0.086924
−0.041139
−0.039251
−0.092679
0.031986

32
0.034956
0.011644
−0.007513
0.044274
−0.059078
−0.025914
−0.003717
−0.015557
−0.020841
0.000075
0.015363
0.007333
0.038913
0.026944

33
0.05264
0.049573
−0.037645
−0.051495
−0.023196
−0.005167
0.005829
0.021854
−0.149456
−0.038797
−0.032415
−0.037682
0.049114
0.087565

34
0.003922
−0.017975
0.002057
−0.005092
−0.032991
−0.02465
−0.011593
−0.043788
0.001767
−0.032039
−0.037561
−0.034062
−0.123981
−0.028492

35
0.042698
−0.070101
−0.021126
0.016242
0.042508
−0.006739
0.020208
0.045566
0.088453
−0.015232
0.025469
0.024653
0.008349
−0.011102

36
−0.02969
0.021511
−0.014655
−0.017071
0.004834
−0.027635
−0.036948
−0.005333
−0.018986
0.041235
0.043605
0.039303
0.084119
0.003599

37
−0.043299
0.018976
0.007347
−0.02121
−0.039687
−0.042998
−0.055016
−0.023387
−0.034193
0.016074
−0.028624
−0.013701
0.01943
−0.046439

38
0.030776
0.005073
0.045017
0.027581
−0.019576
−0.072324
−0.08142
−0.025887
−0.030414
−0.038384
−0.014157
−0.014255
0.064214
0.035497

39
−0.030368
0.005811
0.073959
0..090388
−0.055414
−0.022297
−0.045877
−0.027266
−0.008967
0.002478
−0.028377
−0.031293
0.009496
−0.020945

40
0.013352
0.024424
0.00735
−0.018718
0.05571
0.03946
0.036544
0.046239
0.026186
0.066305
0.025434
0.026023
0.034632
0.02821

41
0.010887
0.040355
−0.007249
−0.044072
−0.009174
0.043472
0.0041
0.018517
−0.015195
−0.019154
0.017483
0.003904
0.019567
−0.038108

42
−0.000415
0.004894
−0.008948
−0.021323
0.033752
−0.001111
0.004933
0.004601
−0.002211
0.0143911
−0.000852
0.0034071
0.0040381
0.026758

43
−0.018754
0.005394
−0.074388
−0.000147
0.050348
−0.011023
0.031329
0.021964
−0.035977
0.017717
0.004652
0.015332
0.023684
−0.06608

44
0.004289
0.003264
0.050387
−0.01363
0.057492
−0.022664
−0.000573
0.015541
0.008238
0.003544
−0.018779
−0.007459
0.013593
0.035458

45
−0.034648
−0.01408
0.062768
0.069071
−0.032007
−0.02786
−0.065759
−0.060602
0.034853
−0.04261
−0.00097
0.000219
0.01966
−0.013373

46
0.002231
−0.037809
−0.133418
−0.103705
−0.098202
−0.041058
−0.025698
0.036972
−0.053986
−0.091323
0.005066
0.013059
0.172822
0.00674

47
0.059693
0.011247
0.027172
−0.009791
−0.06595
0.006213
0.004869
0.034299
0.064322
0.026218
0.054369
0.047379
−0.014881
0.016958

48
−0.052208
−0.04028
−0.0261871
−0.043291
0.017692
−0.001082
0.015365
0.009914
0.00715
−0.000317
−0.02619
−0.016433
−0.059044
−0.015457

49
−0.052878
0.008571
0.0356271
−0.006435
0.013502
0.025328
0.000439
0.014188
0.101148
0.049389
0.023553
0.01576
0.020213
0.017544

50
−0.00077
−0.00733
0.017766
0.149845
−0.038983
−0.004494
−0.025503
−0.001161
−0.037606
−0.04729
−0.00547
−0.002913
0.025439
−0.056435

51
0.017078
0.023218
−0.023682
−0.063884
0.067391
0.066348
0.093646
0.053871
−0.008583
−0.01824
−0.001973
0.015884
−0.134201
−0.045075

52
−0.048499
0.049178
0.097735
0.075987
−0.036811
−0.080077
−0.033453
−0.037671
0.032807
0.075009
−0.037721
−0.009295
−0.066769
0.002773

53
−0.013405
0.029607
−0.028927
−0.014636
−0.099205
−0.025971
−0.005451
−0.015749
−0.073932
−0.034905
0.012948
0.012705
0.055105
0.080258

54
−0.042405
−0.017584
−0.053444
−0.075188
0.049625
−0.00025
0.037276
−0.047233
−0.004535
0.07596
0.015217
0.023897
−0.108601
0.011688

55
−0.023383
−0.093492
−0.131045
−0.053823
−0.031531
0.027413
0.009197
0.025207
0.133562
−0.022191
0.000486
−0.00259
0.041938
−0.032622

56
−0.007596
0.111889
0.077474
0.066677
−0.023306
−0.009846
−0.02284
−0.046172
0.080581
0.019445
0.008525
0.003813
−0.085129
−0.011397

57
−0.011985
−0.0368951
−0.030485
−0.043307
0.016078
0.018184
0.014139
0.0489
0.007743
−0.003933
0.03793
0.029114
0.030291
−0.010966

58
−0.020569
0.0651751
−0.0091431
−0.067857
0.048847
0.01917
0.013042
0.016655
0.117
0.044451
0.051819
0.0592051
0.0591231
−0.009139

59
0.0295231
−0.0169561
−0.047866
−0.008117
−0.072053
−0.017318
−0.019995
−0.020389
0.020944
−0.064719
−0.02138
−0.022266
0.03533
0.010787

60
−0.019993
−0.027198
−0.014533
−0.043374
0.007032
−0.010762
−0.00503
0.029565
−0.058712
0.069614
0.060153
0.061442
0.055741
−0.0543

61
−0.029911
0.026594
−0.008073
0.010864
0.034414
−0.018447
−0.011153
−0.01996
0.008208
0.051701
−0.027946
−0.021677
−0.012012
0.008473

62
0.034823
−0.00194
−0.002709
−0.012007
0.000004
−0.020225
−0.004521
−0.030084
0.052164
0.019083
0.016732
0.022092
0.002477
0.064306

63
−0.001367
−0.079079
0.027576
0.059745
−0.009721
0.006614
0.01971
0.033006
0.000987
0.033754
0.056828
0.048037
0.007704
0.02661

64
−0.002718
0.041499
0.046981
0.004313
−0.055299
−0.027668
−0.021138
0.00507
−0.137805
−0.121205
0.000131
0.002009
0.085368
−0.073025

65
−0.041794
0.021145
0.00421
−0.025413
0.025907
0.02659
0.020831
−0.035061
0.015714
−0.008097
−0.030975
−0.029932
0.045417
−0.038619

66
0.037164
0.001997
0.007848
−0.049511
−0.001177
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315
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316
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317
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318
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319
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320
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321
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322
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323
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324
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325
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326
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327
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328
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329
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330
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331
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332
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333
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334
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335
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336
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337
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338
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339
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340
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JR
JS
JT
JU
JV
JW
JX
JY
JZ
KA
KB
KC
KD
KE

1
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2
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3
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4
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5
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6
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7
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8
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9
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10
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11
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12
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13
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14
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15
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16
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17
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18
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19
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20
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21
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22
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23
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24
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25
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26
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27
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28
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29
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30
0.03209
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31
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32
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33
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34
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35
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36
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37
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38
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39
0.05709
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40
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41
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42
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43
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44
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45
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46
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47
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48
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49
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50
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51
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52
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53
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54
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55
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56
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306
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307
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308
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309
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310
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311
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312
0.020207
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0.000247
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0.013709
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313
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314
0.027099
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315
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316
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317
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318
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319
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320
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321
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322
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323
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324
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325
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326
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327
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0.005002
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328
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329
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330
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331
0.002684
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0.007017
0.006117
0.013991
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332
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333
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334
0.06535
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335
0.005756
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0.000377
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0.004094
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336
0.030063
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0.013792
0.009368
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337
0.018321
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0.026838
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338
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339
0.00211
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0.005626
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340
0.004074
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0.008579
0.004993
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0.005157
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0.049563
0.037993

KF
KG
KH
KI
KJ
KK
KL
KM
KN
KO
KP
KQ
KR
KS

1
0.0809111
0.0613861
−0.0171881
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0.010998
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0.028982
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2
0.065249
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0.012132
0.018248
0.013607
0.038356
−0.030056
0.062181
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3
0.052512
0.016686
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0.036848
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0.026888
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4
−0.006128
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0.064675
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0.113904
0.064121

5
−0.030113
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0.007148
0.001186
0.04549
0.022793
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6
0.028806
0.015861
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0.018477
0.054711
0.014555
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0.006937
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7
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0.003741
0.062693
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0.010712
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0.10017
0.0843061
0.0501171
0.043213
0.0004
0.0922251
0.092191

8
−0.0331841
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0.0142191
0.023205
0.001251
0.007039
0.028856
−0.00917
0.022099
0.049953
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0.050056
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9
−0.050192
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10
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0.094167
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0.074825
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0.084742
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0.073233
0.01093
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11
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0.024372
0.024917
0.091834
0.029136
0.089789
0.025032
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12
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13
0.075957
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0.096078
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14
0.068967
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0.005758
0.049529
0.036964
0.041532
0.039387
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15
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16
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17
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18
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0.043537
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0.049678
0.030949
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0.02733
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0.047131
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19
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20
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21
0.022909
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22
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23
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0.000001
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24
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0.057565
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25
0.052107
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0.005199
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0.002505
0.018869
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26
0.012141
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0.006068
0.086006
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27
0.013917
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0.006
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0.061974
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28
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0.049534
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0.031752
0.067185
0.065109
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0.062493
0.037564

29
−0.006142
0.04565
0.018596
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0.006112
0.045672
0.00175
0.016981
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0.001598
0.010462
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30
0.035174
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0.007402
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0.02047
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31
0.005991
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0.017689
0.043624
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0.05913
0.033547
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32
−0.014172
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0.029713
0.040795
0.036577
0.034145
0.037182
0.033833
0.034243
0.0236
0.05575
0.041785

33
0.017094
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0.056669
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0.021738
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0.070939
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34
0.059532
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0.042982
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35
0.024533
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36
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37
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38
0.038148
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0.006505
0.07663
0.028413
0.06326
0.015896
0.033982
0.066687
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39
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40
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41
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42
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43
0.002033
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44
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45
0.023521
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46
0.029425
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47
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0.831364
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−0.129085
0.011227
−0.061587
−0.008428
−0.077331
−0.037424
−0.004742
0.007985

296
−0.014731
−0.009507
0.005144
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0.803002
−0.082354
−0.029556
−0.041362
0.004706
−0.028612
−0.064904
−0.025634
−0.046986

297
0.007554
0.011455
−0.08172
−0.046668
−0.127303
−0.071559
0.843248
−0.013536
−0.075402
−0.021628
−0.065834
−0.02425
−0.0162
0.006005

298
−0.032676
−0.035104
0.055838
−0.005655
0.009497
−0.022881
−0.017864
0.724601
−0.004143
−0.156262
−0.006125
−0.010456
−0.017073
−0.012633

299
0.011124
0.017116
−0.046103
−0.044875
−0.046709
−0.041121
−0.064543
−0.012151
0.854765
−0.020451
−0.065643
−0.054002
−0.112521
−0.098471

300
−0.004685
−0.024053
0.055947
−0.012997
−0.000027
0.018216
−0.007593
−0.151088
−0.005398
0.644159
0.004378
−0.021495
0.000106
−0.01288

301
0.005486
0.012437
−0.064043
−0.034901
−0.067987
−0.024216
−0.057637
−0.019005
−0.066864
0.009344
0.900729
−0.055503
−0.042259
−0.027206

302
0.002627
0.001923
0.006266
−0.046934
−0.038901
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−0.023121
−0.015325
−0.058929
−0.013195
−0.055865
0.87484
−0.055175
−0.082118

303
0.03009
0.029571
0.023452
−0.04195
0.015512
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−0.00051
−0.03799
−0.103245
−0.021323
−0.028731
−0.049099
0.80051
−0.147349

304
0.006115
0.010197
0.014782
−0.028483
0.022182
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0.006298
−0.025806
−0.115296
−0.016812
−0.027534
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0.77426

305
−0.011853
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−0.079517
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0.009372
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−0.00473
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0.018949

306
−0.051481
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0.010453
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−0.036006
−0.003264
−0.035976

307
−0.024477
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0.001617
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−0.024996
0.001223
0.027832
−0.003172
0.014895
0.020625
0.038955
−0.046521
−0.029519

308
−0.018658
−0.01847
0.000847
0.016163
0.033569
−0.02899
−0.00769
0.007866
−0.031732
0.005781
0.003682
−0.028745
0.007068
−0.058853

309
−0.001609
−0.006709
−0.018341
−0.00559
0.003905
−0.016783
−0.010873
−0.011883
−0.004581
−0.0058
−0.001754
−0.015918
0.006657
−0.02166

310
−0.022273
−0.020946
0.000636
−0.025716
0.018278
−0.043787
0.015692
−0.016806
−0.009799
0.022966
−0.000392
−0.040536
−0.019902
−0.036619

311
−0.003717
0.009369
−0.041241
−0.006524
−0.037333
−0.010061
−0.025582
−0.01576
0.008763
0.011862
−0.0205
0.01687
0.001585
0.024336

312
0.004595
−0.000223
0.045817
0.007427
0.020691
0.001493
−0.030761
−0.001209
−0.006919
0.025811
0.021047
0.038035
−0.048454
0.005683

313
0.018628
0.018047
−0.002881
0.014808
−0.006462
0.002114
−0.021177
−0.036141
−0.012591
−0.014879
−0.022931
0.00382
−0.0093
−0.004731

314
−0.001759
0.001683
0.022903
−0.018244
0.000792
0.001783
−0.026577
−0.055313
−0.005685
−0.029144
0.003571
0.006952
−0.029032
−0.011158

315
0.011602
0.010164
0.001644
0.00753
0.002775
−0.013222
−0.012886
−0.008706
−0.033969
−0.020788
−0.000277
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316
0.002251
0.027537
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0.013338
−0.049807
0.030128
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−0.029832
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0.01841

317
−0.001067
0.004827
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−0.013486
−0.015643
−0.031285
0.01489r
0.015677
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0.024161
0.015815

318
0.022471
0.010343
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319
0.01241
0.005653
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0.006984
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320
−0.007379
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0.022251
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0.013052
−0.000411
−0.01694
0.039292
0.004828
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−0.003408
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321
−0.009026
0.003833
0.014274
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−0.047513
−0.004533
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322
0.013113
0.013674
−0.024854
−0.006506
0.010254
−0.000026
0.046474
−0.012886
0.012503
0.00001
0.006328
−0.00571
0.006021
−0.020525

323
−0.011635
−0.009084
0.023556
0.005648
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0.031886
−0.010891
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−0.009805
0.024486
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−0.004188
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0.005171

324
−0.015729
−0.000033
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0.008306
−0.018713
−0.000526
−0.036193
0.001439
0.015872
−0.006724
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0.031167
0.02686

325
0.008723
0.01436
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−0.026956
−0.012044
0.011658
0.019029
−0.006741
−0.011433
−0.00802
0.001842

326
0.025858
0.019687
0.002792
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−0.006922
−0.013184
0.021587
0.018987
−0.008636
0.036488
0.004641
−0.009467
−0.003891
0.01209

327
−0.006585
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0.013036
−0.000821
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−0.042995
−0.005643
−0.01153
−0.026702
0.017865
−0.008907
−0.033359
−0.023317
−0.041107

328
−0.006683
−0.00101
0.0563
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−0.068972
−0.018693
−0.05118
0.024478
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0.016112
−0.013268
0.039189
0.004946

329
0.018219
0.01344
0.038027
−0.003822
−0.016767
0.008285
−0.008591
0.002973
−0.037498
0.021003
−0.031291
−0.02909
−0.061678
−0.028216

330
0.014138
0.029393
0.010609
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0.014959
0.013553
0.012986
−0.02404
0.009915
0.034198
−0.008946
−0.034281
−0.032024
−0.0214

331
0.001158
−0.009985
−0.026422
−0.030638
0.001174
0.00296
−0.003181
0.00655
−0.001592
0.000338
0.008604
−0.001093
−0.015616
0.003956

332
0.001274
0.004954
0.026916
−0.008952
0.00748
−0.009861
0.006081
−0.02881
−0.009071
−0.01587
−0.003525
−0.016744
−0.033748
−0.03974

333
0.000023
0.002246
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−0.012412
−0.023135
0.011964
0.025337
0.026188
−0.024412
−0.00004
0.035422
0.040841

334
0.003088
0.003304
−0.010177
−0.030173
−0.01375
−0.003481
−0.017838
0.04385
0.008615
0.011271
−0.022033
−0.007449
−0.014915
0.015815

335
0.015001
0.011222
−0.023649
−0.015769
0.001426
0.000546
−0.001684
0.018641
−0.017066
0.026012
−0.008403
−0.018356
−0.020864
−0.028654

336
0.007009
0.009508
0.00975
−0.034105
−0.00005
0.017157
0.014296
−0.020976
−0.017397
−0.047403
−0.004026
0.001792
−0.021616
−0.025774

337
−0.01982
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0.001038
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0.021848
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338
0.021478
0.031571
0.009073
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−0.055238
0.011606
−0.071603
0.000877
0,041246
0.01397
−0.004598
−0.001239
−0.002401

339
−0.013
−0.005832
−0.019708
0.021915
0.013578
0.008979
0.033763
0.021108
0.005418
0.047437
−0.003576
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340
0.027627
0.022981
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0.02878
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−0.009336
−0.031084
0.0016
−0.034229
0.017287
0.002872
0.034822
−0.045316
−0.026432

KT
KU
KV
KW
KX
KY
KZ
LA
LB
LC
LD
LE
LF
LG

1
−0.035368
0.042225
0.001638
−0.015791
0.013671
0.050526
0.001833
0.021435
−0.019119
0.061629
−0.027657
−0.026601
0.069931
−0.047991

2
−0.013544
−0.036911
0.095897
−0.02881
0.002713
−0.015492
−0.035461
0.032318
−0.054649
0.134739
0.023155
−0.044938
−0.054382
0.00341

3
−0.041404
0.082967
0.052005
0.048581
−0.073475
−0.031763
−0.088679
−0.013327
−0.062147
−0.022398
−0.062394
−0.000921
−0.100807
−0.086955

4
−0.027783
−0.024337
0.189315
−0.017326
0.003642
0.043726
0.037125
0.147341
−0.006856
0.15689
0.023146
−0.074839
0.04304
0.049956

5
−0.014194
−0.022212
0.08473
0.00851
−0.025803
−0.056949
−0.042781
0.038032
−0.05416
0.015467
0.029823
0.015898
−0.016611
−0.001335

6
0.01333
0.013881
0.017446
−0.022781
0.032602
0.060202
0.047686
−0.00441
0.02648
0.011845
0.05983
0.113381
0.046869
0.045874

7
−0.028022
−0.050766
0.021403
0.022671
0.02724
0.016402
0.033636
0.017087
−0.001315
0.022874
0.059244
0.045527
0.031553
0.097266

8
0.004712
0.048132
0.008252
0.053589
0.002038
0.025768
−0.050111
−0.051656
−0.022102
−0.045326
−0.013426
0.006026
−0.028496
−0.037502

9
−0.070432
−0.055054
−0.145445
−0.00829
0.046855
0.043784
0.030003
−0.127275
−0.029647
−0.041338
0.010263
−0.006131
0.060547
0.054366

10
0.091772
0.038247
−0.014897
0.031814
−0.012097
0.032238
−0.038965
−0.027302
0.000068
0.018921
−0.042348
0.096269
−0.040305
−0.044354

11
0.019133
−0.019259
−0.068041
0.002808
0.013417
0.021222
0.024596
−0.031897
0.019542
−0.019196
0.013074
0.010259
0.017572
0.012295

12
0.017653
0.01646
0.023156
−0.023841
−0.056297
−0.036298
0.047192
−0.020267
0.013692
0.073749
−0.014377
−0.044497
−0.049822
0.036172

13
−0.015293
0.024476
0.015849
0.012085
0.043755
0.031943
0.070214
−0.046257
0.017698
−0.00593
−0.016615
0.07904
0.066613
0.024529

14
−0.016087
−0.043869
−0.039692
0.006146
0.02707
−0.015957
0.020006
0.098494
−0.008377
−0.050991
0.019752
0.041428
0.043585
0.010765

15
0.034789
−0.083403
−0.075504
0.041912
0.002276
−0.076836
−0.088367
0.049858
0.029548
−0.010746
0.02688
0.015645
−0.008296
−0.048479

16
−0.04301
−0.007342
−0.04858
−0.013578
0.005347
0.034406
0.026294
−0.040181
0.027985
0.000157
0.024306
−0.074212
−0.010663
−0.018766

17
0.02905
−0.013087
−0.148282
0.009316
0.01516
−0.038128
−0.082298
0.062601
−0.011472
−0.014012
−0.031068
0.078566
−0.056433
−0.073795

18
0.128321
0.041331
0.02732
0.000331
−0.019731
−0.013744
0.053309
0.086713
0.012751
0.105231
−0.001924
−0.026663
−0.042001
0.035939

19
0.0142924
0.023945
0.088552
−0.039543
0.024879
−0.004164
0.048624
0.137358
0.00378
0.017557
0.018825
0.011922
0.01749
0.021841

20
0.066682
−0.073076
−0.041848
−0.018294
−0.000179
−0.008557
−0.022844
−0.119769
−0.069215
−0.028057
−0.080772
−0.019326
−0.008674
−0.05261

21
−0.049183
0.023602
−0.017974
−0.001891
−0.00521
0.008931
0.020748
−0.023985
0.047794
−0.07379
−0.034103
−0.094614
0.055668
0.057256

22
0.058348
−0.048496
0.095706
−0.030831
−0.045923
0.01824
0.058922
−0.067984
−0.071118
−0.066738
−0.021275
−0.053766
−0.032852
−0.065142

23
−0.05567
0.008398
−0.041536
0.027347
0.034952
−0.011404
−0.057887
0.095415
0.026996
0.027022
−0.017409
−0.04121
0.022461
−0.053385

24
0.015111
0.032152
−0.072871
−0.021787
0.034733
0.04273
−0.027355
−0.061813
−0.029255
−0.076015
0.029215
0.005453
0.001127
0.004329

25
−0.042895
−0.016203
−0.129884
0.015789
−0.016702
−0.063897
0.023841
0.128304
0.015205
−0.082998
0.020318
−0.056036
−0.029335
0.070058

26
−0.079529
0.025393
0.011266
−0.017411
−0.04884
0.015174
−0.031521
−0.038919
−0.036584
0.041777
−0.042577
−0.051945
0.015683
0.01253

27
0.095823
−0.0548
−0.053998
−0.027249
0.026769
0.033394
−0.046766
−0.191074
−0.017018
−0.027334
0.024056
0.084722
−0.008344
0.014738

28
−0.032294
−0.031968
−0.031102
−0.013968
−0.011969
−0.028235
0.096827
0.011411
0.087433
0.08253
0.054341
−0.006016
−0.037987
−0.056994

29
−0.015684
0.019368
−0.014348
−0.000531
−0.025045
−0.009566
−0.026804
−0.014481
0.041452
−0.04614
−0.05788
0.012758
−0.027705
0.018926

30
0.035927
−0.067704
0.030421
−0.00965
−0.023247
−0.112508
0.003465
0.076898
0.004051
−0.066986
0.039959
0.002715
0.001376
0.009114

31
0.046464
0.03033
0.034734
−0.026697
−0.001451
−0.012344
0.033518
0.026243
0.004452
0.139904
−0.008182
0.027887
−0.015621
0.038226

32
−0.02698
−0.014771
0.016678
0.018963
0.006535
−0.006001
0.030557
0.04633
−0.00907
−0.079408
−0.005856
−0.054939
0.002757
0.091415

33
0.018879
0.073002
−0.010624
−0.043803
0.011734
−0.003152
0.02774
−0.028578
0.056655
−0.023324
0.006371
−0.133838
0.022629
−0.059703

34
−0.079104
0.03817
−0.061555
0.016074
−0.010566
0.005744
−0.031163
0.071094
0.00366
0.022129
0.046655
0.008142
0.010722
−0.096493

35
0.009878
−0.015555
0.09957
0.026406
−0.012363
0.002257
0.011935
−0.111111
0.015509
−0.051528
−0.003794
0.022605
−0.013027
−0.072771

36
−0.110923
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284
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285
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286
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287
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288
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289
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290
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291
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292
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293
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294
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295
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296
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297
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298
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299
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300
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301
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302
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303
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cioos 1 89
0.003081
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304
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305
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306
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307
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308
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309
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310
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311
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312
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313
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314
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315
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316
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317
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318
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319
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320
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321
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322
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323
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324
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325
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326
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327
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328
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329
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330
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331
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332
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333
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334
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335
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336
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337
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338
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339
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340
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LH
LI
LJ
LK
LL
LM
LN
LO
LP
LQ
LR
LS
LT
LU

1
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0.006903
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2
0.031639
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3
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4
0.027058
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0.038046
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5
0.010043
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0.041614
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0.016894
0.024073
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6
0.029082
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0.063953
0.017299
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0.024227
0.018409
0.031825
0.049024
0.019451
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7
0.031733
0.030203
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0.021402
0.024713
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8
0.007084
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0.033116
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9
0.003402
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10
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11
0.022799
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12
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13
0.000017
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0.060544
0.064392
0.071898
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14
0.011105
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0.0054
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0.09171
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15
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16
0.018143
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0.012922
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17
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18
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0.036872
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0.055982
0.19123
0.115403
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0.024153

19
0.002827
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0.004875
0.073987
0.010959
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20
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21
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0.010858
0.029653
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0.040586
0.070825
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22
0.00303
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0.034484
0.016119
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0.063322
0.0199
0.036965
0.013953
0.074797

29
−0.024635
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0.070721
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0.059814
0.036275
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24
0.072304
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0.012046
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0.084658
−0.01017
0.025513
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272
0.026449
0.003379
−0.014323
0.033076
−0.00974
0.019852
−0.002731
−0.002261
−0.019613
0.05259
−0.00203
−0.016255
0.000714
−0.013436

273
0.026359
−0.003839
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0.013553
−0.020278
−0.004828
−0.0044
−0.016077
−0.008226
−0.00064
−0.008357
−0.00294
0.018528
−0.016372

274
0.024808
0.002002
−0.023886
0.012724
−0.016091
−0.004912
−0.002821
−0.007294
−0.012464
0.002186
−0.002606
0.001053
0.021482
−0.012384

275
0.031112
−0.011454
−0.01447
−0.009246
0.021242
−0.019169
−0.009025
−0.050843
0.005111
0.007513
0.024401
−0.015447
0.027791
−0.001934

276
−0.000519
0.020306
−0.012387
0.000696
0.007761
−0.006452
0.000848
0.005472
0.003006
0.011168
−0.006602
−0.030988
−0.008204
0.011473

277
−0.008685
−0.022065
0.001406
0.0234
0.021394
0.027542
0.020155
0.018751
0.005743
−0.029055
0.00915
0.010358
0.017492
0.007556

278
−0.008441
−0.003501
0.005736
−0.000209
0.01247
0.005703
−0.0028
0.033851
0.013727
−0.032278
0.022619
−0.0049
0.026922
0.017312

279
0.011978
−0.009512
0.020044
−0.021809
0.014894
−0.059432
0.015987
0.010384
−0.004849
−0.001877
0.017229
0.011181
0.011149
−0.006359

280
−0.002787
0.012715
0.007423
−0.000347
−0.021247
0.033865
−0.009864
−0.025461
0.01176
0.024667
0.015233
0.019649
−0.020528
0.026867

281
0.005207
0.026503
0.008144
0.004355
−0.008051
−0.040414
−0.012123
−0.01485
0.001519
0.003955
−0.004713
−0.023221
0.004391
0.040824

282
−0.005465
0.004193
−0.006315
−0.012041
0.001071
−0.008759
−0.016278
0.005989
−0.001049
0.013516
−0.009728
−0.033579
−0.005572
0.00344

283
−0.00058
0.028851
0.015322
0.000971
0.032938
−0.006373
−0.003211
0.001432
0.009017
0.033476
0.003512
−0.000389
0.006477
−0.004913

284
0.001018
−0.011043
−0.006421
−0.014669
−0.02679
−0.027052
0.001272
0.00977
0.002066
0.003748
−0.001513
−0.004192
−0.000995
−0.004719

285
−0.006672
−0.004767
0.00457
−0.609731
−0.002892
−0.031481
0.006427
0.044171
−0.0066
−0.024876
−0.004341
−0.017485
0.01121
0.000216

286
−0.012342
0.010395
0.007297
−0.022085
−0.010726
−0.013744
−0.016695
−0.005572
0.008853
0.011888
−0.01913
−0.007623
−0.043049
0.041155

287
−0.026062
0.001732
−0.003379
0.002551
0.007959
0.021563
−0.022848
−0.026241
0.007362
0.002421
0.004959
0.004643
−0.036632
0.029774

288
0.001937
−0.001805
−0.016458
0.009976
0.035941
−0.015617
−0.019122
−0.010918
0.005985
0.006694
0.010234
0.045143
−0.026344
0.022815

289
0.008505
−0.006348
−0.018381
−0.008807
0.018073
−0.027021
0.017159
0.007275
0.007659
−0.021994
0.007532
0.014732
0.000771
0.020847

290
0.018805
−0.009396
−0.008201
0.0114
−0.011859
−0.014658
−0.012933
−0.008904
0.002915
−0.013483
0.014745
0.033252
−0.006012
0.013792

291
0.016474
−0.011479
−0.004387
0.013823
−0.011235
−0.017528
−0.015164
−0.006227
0.004485
−0.013752
0.0142
0.025946
−0.012709
0.014303

292
0.000155
−0.021666
−0.0124
0.047353
−0.024455
0.007843
0.004168
0.00499
−0.008972
0.003507
0.01268
0.033386
−0.019089
0.002913

293
0.015596
−0.00561
0.033209
−0.03902
0.040034
0.00072
−0.004922
0.002227
0.028318
−0.006904
0.045708
0.024371
−0.038279
0.031346

294
0.017518
0.004481
−0.016979
−0.004502
0.008604
−0.036035
−0.02288
−0.026943
0.003109
−0.014463
−0.007192
0.012547
−0.032519
0.006248

295
0.017332
0.038656
−0.022732
−0.00189
−0.008768
0.004102
−0.003237
0.012346
−0.002853
−0.02237
−0.010422
0.036822
−0.000942
0.007257

296
−0.008831
−0.023716
−0.04064
0.018189
0.027135
−0.030238
−0.045043
−0.004175
−0.03895
−0.071556
−0.008808
0.045705
0.000469
0.003198

297
−0.009774
0.014028
−0.0472
0.014278
−0.012097
0.021893
−0.012463
0.029466
0.009703
−0.017307
0.001534
0.024099
−0.003857
0.016949

298
−0.015377
−0.036876
−0.024556
−0.052292
−0.073161
−0.001079
−0.013988
0.028244
−0.000649
−0.024608
−0.000059
−0.046956
−0.001125
−0.015167

299
−0.013821
−0.003146
−0.059506
0.012439
0.01381
−0.009021
0.007419
−0.007511
−0.022787
0.024995
−0.030698
0.008618
−0.009233
−0.000706

300
−0.002891
0.016001
−0.01779
−0.021478
0.012799
0.03143
0.029918
0.049661
0.029003
0.017946
0.023492
0.009631
0.012279
−0.023207

301
0.002504
0.006139
−0.023737
−0.011488
−0.009855
−0.023961
−0.005065
0.006779
−0.006191
−0.002958
−0.022333
−0.012905
0.006225
−0.015421

302
−0.008714
−0.033028
−0.038481
0.004867
0.005961
−0.054224
−0.007472
−0.005353
−0.03521
−0.0079f
−0.029302
−0.003588
−0.000259
−0.010493

303
−0.033653
0.008029
−0.043084
0.038574
0.02149
−0.003604
−0.031504
−0.016865
−0.023976
0.040724
−0.045254
−0.073611
−0.038194
−0.033357

304
−0.023237
−0.021242
−0.042423
0.002286
0.022162
−0.00587
−0.01634
0.008423
−0.040516
0.013032
−0.036452
−0.031372
−0.012351
−0.04421

305
0.011341
0.024073
0.043965
−0.011875
0.022395
0.002076
0.04282
0.004981
−0.025799
−0.10737
−0.005244
−0.006867
−0.014916
0.033551

306
−0.002543
−0.058819
−0.03982
0.035162
−0.005179
−0.00907
0.002283
−0.014618
−0.028398
−0.004419
0.016936
0.00236
−0.003425
0.002794

307
−0.025088
−0.006296
−0.082502
0.024468
−0.025346
0.020612
0.003519
−0.0263
−0.008959
0.003855
0.041789
0.098393
−0.033104
−0.024243

308
−0.029586
−0.048961
−0.027678
0.013221
0.029606
0.004035
0.012041
0.045066
−0.049284
−0.035093
0.024566
0.027416
0.013849
0.00513

309
−0.055129
−0.026534
0.000323
−0.018179
0.0069
0.014234
−0.051598
−0.014848
−0.036867
−0.008944
−0.010269
0.012187
−0.03575
−0.006156

310
−0.026567
−0.024427
0.007478
−0.018712
0.022859
−0.059866
−0.028149
−0.000116
−0.055874
0.015268
−0.009927
−0.034541
−0.01024
0.005133

311
−0.008534
−0.00233
0.002646
0.003369
−0.015132
0.010478
−0.023184
−0.048356
−0.00077
−0.018001
−0.032936
−0.030013
−0.035292
−0.053609

312
−0.005549
−0.028672
−0.010638
−0.049903
−0.076855
0.025698
0.003514
−0.032011
0.001022
−0.022365
−0.038639
0.042025
−0.036048
−0.006198

313
−0.037583
−0.033555
−0.033885
0.02935
−0.041824
0.012659
−0.037744
−0.035187
−0.008876
0.022009
−0.038338
−0.002603
−0.020821
−0.010999

314
−0.015838
0.016347
−0.046384
−0.034128
−0.075138
0.003495
−0.012299
−0.005685
0.021381
−0.000356
−0.022454
0.010886
−0.017523
0.047376

315
−0.071969
−0.023317
−0.030288
0.024519
0.007736
0.033237
−0.039207
−0.021664
−0.027804
0.001342
−0.017435
0.024941
−0.049992
0.015272

717
−0.029528
−0.052988
0.020611
−0.052022
0.020761
−0.045637
−0.039042
0.009871
−0.001702
−0.054978
0.003768
−0.009012
−0.008066
−0.032912

317
−0.051043
−0.021332
0.025927
−0.037385
0.009703
0.021446
−0.045196
−0.021971
−0.013075
0.007338
−0.001681
−0.015525
−0.006438
−0.007469

318
−0.051482
−0.017322
−0.011011
−0.024117
0.016034
0.006353
−0.002354
0.014329
−0.037555
0.056295
−0.019791
0.026179
0.003036
−0.00055

319
0.897542
−0.048816
0.000772
0.03797
0.014693
0.053212
−0.034294
−0.005159
−0.022278
0.013307
−0.012729
−0.008441
−0.045498
−0.018249

320
−0.030185
0.820053
−0.029406
−0.007795
0.006061
0.025426
0.016694
−0.010045
−0.039843
−0.002146
0.000858
0.023805
−0.026216
−0.047456

321
−0.007427
−0.018694
0.798675
0.035169
−0.048353
−0.000347
−0.03348
−0.01005
−0.028529
−0.027342
−0.037085
0.019356
−0.01898
0.027799

322
0.040008
0.005014
0.02797
0.575622
−0.054652
−0.012492
0.020806
0.045553
−0.004066
−0.064286
−0.000472
−0.060463
0.0086
−0.008103

323
−0.002183
−0.010706
−0.059933
−0.039543
0.739536
0.033637
0.027775
0.013563
−0.018828
−0.032332
−0.08051
−0.029552
−0.032119
0.044442

324
0.045719
0.016686
0.012683
−0.078281
0.017064
0.603359
−0.053327
−0.014281
0.013799
−0.022261
0.03097
−0.018041
0.000578
−0.018928

325
−0.035065
0.01203
−0.019989
−0.00437
0.019342
−0.052189
0.835358
−0.056206
−0.006522
0.01788
−0.014095
−0.019687
−0.051925
0.015754

326
0.003473
0.001065
0.000697
0.045493
0.014704
−0.009521
−0.045921
0.753327
−0.01328
0.014187
−0.051786
−0.023162
−0.04357
−0.075633

327
−0.032194
−0.035254
−0.020367
0.017718
−0.005304
−0.011152
−0.008778
−0.002697
0.902801
−0.00028
−0.047677
0.008608
−0.029348
−0.017713

328
0.006418
−0.000307
−0.019293
−0.065266
−0.067696
0.000254
0.026747
0.031335
−0.004457
0.458536
−0.029217
−0.039711
0.001385
−0.011378

329
−0.027722
0.007008
−0.030626
0.024681
−0.066327
0.004361
−0.009555
−0.051268
−0.048801
0.007825
0.847177
−0.026436
−0.044724
−0.015259

330
−0.006175
−0.004148
−0.0196
−0.017895
−0.018919
−0.026291
−0.039462
−0.045382
0.005505
−0.077728
−0.005091
0.481786
0.013308
−0.171973

331
−0.034309
−0.021017
−0.022293
0.018623
−0.032791
−0.005899
−0.043383
−0.044192
−0.030834
0.010671
−0.036316
0.03015
0.89269
0.010512

332
−0.009515
−0.059355
−0.001755
−0.028115
0.043731
−0.010234
−0.004099
−0.099875
−0.018091
−0.057055
−0.00431
−0.219978
−0.000723
0.546751

333
−0.034198
0.004467
0.004242
−0.017215
−0.017627
−0.045913
−0.10313
−0.0425
−0.014329
−0.00057
−0.021987
0.014448
−0.059833
0.00529

334
−0.006898
0.011592
−0.000105
−0.040301
0.005136
0.008812
−0.099801
−0.034668
0.017702
0.012298
−0.061854
−0.009607
−0.031029
0.014616

335
−0.045185
−0.023591
−0.007713
0.02241
−0.019442
−0.024805
−0.056443
−0.037709
−0.040007
0.021201
−0.031675
−0.002189
−0.050869
−0.006523

336
0.005466
0.040414
−0.015306
−0.061498
−0.012834
0.062537
−0.023069
−0.033517
−0.014812
0.006601
−0.018189
0.024817
−0.040397
0.051874

337
−0.006037
0.00069
0.00119
−0.030471
−0.00009
−0.047467
0.007027
−0.004116
−0.014309
−0.007961
−0.008761
−0.001139
0.00273
−0.020976

338
0.009473
−0.00995
−0.001569
−0.074276
−0.052218
−0.020244
0.002311
0.01234
−0.037621
−0.038061
−0.035399
−0.024527
−0.0068
−0.042362

339
−0.019996
−0.020496
−0.006771
−0.007321
−0.052138
0.052582
−0.018974
−0.04267
−0.030338
−0.038262
−0.051549
0.010934
−0.049902
−0.007367

340
−0.014848
0.020241
−0.017773
0.018899
0.033565
0.037034
−0.044515
−0.00936
−0.010229
0.0811081
−0.009588
−0.071901
−0.006101
−0.069568

LV
LW
LX
LY
LZ
MA
MB
MC

1
−0.009882
0.060475
−0.036914
0.05097
0.033586
−0.019875
−0.134637
0.044609

2
0.0053581
0.0929971
−0.010181
−0.011966
−0.033643
0.049716
0.005788
0.137525

3
−0.130021
−0.116156
−0.067848
−0.007242
−0.089861
0.035996
−0.013815
−0.176878

4
0.007573
−0.083026
0.039613
0.093886
0.016521
0.016362
0.054071
−0.068765

5
−0.024388
−0.038988
−0.019864
0.029372
0.034478
0.108416
−0.018188
0.169976

6
0.043879
−0.014521
0.000906
0.003825
0.0995
0.066994
0.037579
−0.077458

7
0.0788651
0.018292
0.090317
0.129407
0.024989
0.055189
−0.057464
−0.094437

8
−0.011415
0.0077151
0.0245041
0.030802
0.001538
−0.11172
−0.014674
−0.079279

9
0.057385
−0.014388
0.019605
−0.038296
−0.088348
−0.001822
−0.114895
0.011119

10
−0.080422
−0.04965
−0.016895
−0.042975
−0.033543
−0.086651
0.096568
0.08227

11
0.017059
−0.032009
0.030212
−0.02969
0.050764
0.163373
−0.032985
−0.055541

12
−0.059983
−0.130021
−0.048195
−0.046791
−0.018816
0.152153
0.025703
0.014363

13
0.032998
−0.000148
0.025338
0.07379
−0.089859
0.098852
0.012591
0.00902

14
0.020039
−0.045683
−0.066512
0.059587
0.075144
0.028717
0.060126
−0.032701

15
−0.016671
0.031067
−0.035314
−0.034271
−0.052252
−0.013058
−0.028232
−0.088878

16
0.025782
0.036172
−0.005439
0.019242
−0.010396
0.011666
0.028182
−0.093942

17
−0.052576
−0.05261
−0.081507
−0.006257
−0.007678
−0.032289
−0.072732
0.120719

18
−0.0518
−0.081642
−0.030652
0.018345
−0.054117
−0.021891
0.063261
0.08809

19
0.016193
0.011187
−0.009396
−0.012658
−0.005018
−0.051003
0.008789
−0.028595

20
−0.019524
0.060731
−0.026498
0.009274
−0.093354
0.043832
−0.010433
−0.039706

21
0.005887
−0.030135
0.010292
−0.018775
−0.010461
−0.011746
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−0.006265
−0.01698
0.012514
−0.00864
−0.021043

305
0.022665
0.015515
0.026058
−0.02762
−0.042709
0.053431
−0.018511
−0.041826

306
0.026037
0.039249
−0.00449
−0.016603
−0.020972
−0.031811
−0.012044
−0.026105

307
−0.021635
0.052078
−0.045694
−0.028764
−0.042898
−0.047606
−0.087337
0.017865

308
0.0324
0.025534
−0.028513
0.03896
0.023887
−0.007405
0.017019
−0.012905

309
−0.048413
−0.022678
−0.036751
−0.026683
0.022518
−0.006455
−0.007846
−0.016592

310
−0.008244
0.035063
−0.027262
−0.013108
0.004817
−0.048273
0.045906
0.012501

311
−0.041865
0.021039
−0.007228
−0.038081
−0.016698
−0.013285
−0.067618
0.004003

312
0.032361
−0.088435
−0.01774
−0.017812
−0.031096
−0.001812
−0.025459
−0.021142

313
−0.027092
0.001759
−0.025436
0.030268
0.001165
0.043643
−0.009529
−0.027584

314
0.007533
−0.060416
0.024082
−0.057619
0.012594
0.028178
−0.045264
0.034862

315
−0.03742
−0.035406
−0.02803
−0.020136
−0.027257
0.037115
−0.022394
−0.030031

316
−0.011956
−0.028406
−0.033032
0.019283
−0.032203
−0.068357
−0.004962
0.022654

317
−0.057114
−0.004508
−0.010056
−0.052215
−0.006716
−0.000173
−0.009032
−0.010722

318
−0.030434
0.00247
−0.014902
−0.031206
0.001996
0.030779
0.001469
−0.041597

319
−0.043119
0.005142
−0.047435
0.000836
0.000016
0.020313
−0.009919
−0.008055

320
0.006925
0.034294
−0.022051
0.015257
−0.019325
−0.021918
−0.027331
0.029839

321
−0.011275
−0.004915
−0.023392
−0.013812
0.005038
0.026044
−0.029976
0.034032

322
0.017758
0.013164
0.028065
−0.053893
−0.013116
−0.089715
−0.01956
0.018308

323
−0.019042
0.018398
−0.036742
−0.007813
0.011912
−0.042244
−0.052287
0.043431

324
−0.036884
−0.037137
−0.020739
0.05669
−0.068204
−0.072742
0.047275
0.008428

325
−0.108766
−0.10316
−0.061314
−0.003976
0.008712
0.025086
−0.009646
−0.039417

326
−0.044356
−0.010859
−0.037098
−0.069968
−0.020253
0.000369
−0.032618
−0.036468

327
−0.019264
0.038995
−0.044278
−0.007857
−0.001305
−0.013069
0.011654
0.010094

328
0.008997
−0.028289
0.002318
−0.032659
−0.022251
−0.072395
−0.020927
0.064311

329
−0.037141
−0.012115
−0.052205
0.010458
0.003802
0.00132
−0.003666
0.00074

330
−0.01367
−0.03067
−0.020188
0.030865
0.005569
0.035331
−0.012419
−0.024858

331
−0.068483
−0.011381
−0.064231
−0.029389
0.005656
0.022673
−0.037804
0.020616

332
−0.007716
0.061935
−0.008346
0.024297
−0.023445
−0.04651
−0.004522
−0.032382

333
0.853252
−0.066705
−0.073113
−0.032521
−0.004942
0.034898
−0.007397
−0.006191

334
−0.071031
0.515176
0.008838
0.036236
−0.008557
−0.032918
−0.080989
−0.065568

335
−0.067818
0.018858
0.8751091
0.003192
−0.002379
0.00321
0.017952
0.000673

336
−0.038871
0.012459
−0.000655
0.71138
0.011806
0.029545
−0.017406
−0.011998

337
0.000499
−0.012556
−0.006356
−0.005809
0.784688
−0.009656
−0.024439
−0.025345

338
0.019725
0.000932
0.00052
−0.036785
0.000405
0.516104
−0.044269
−0.039149

339
−0.017088
−0.05005
−0.005455
−0.032248
−0.035583
−0.04094
0.674859
0.028835

340
−0.003359
−0.037041
−0.002109
0.006806
−0.010954
−0.050728
0.038259
0.421013

APPENDIX B3

PCA Transformation

Matrix (340 × 340 Early/Late)

A
B
C
D
E
F
G
H
I
J
K

1
409.4/255.3 > GPA.Lyso 16.0
−0.084549
−0.000648
0.081762
0.080819
0.038706
0.010787
−0.045519
0.035218
−0.046088
−0.016411

2
433.4/279.3 > GPA:Lyso 18:2
−0.074727
0.047237
0.029063
0.11057
0.01461
0.006678
0.044697
0.055951
−0.020971
−0.088282

3
435.4/281.3 > GPA:Lyso 18:1
−0.088986
0.039208
0.056817
0.079403
0.003212
0.022162
−0.003429
0.074578
−0.013487
−0.043968

4
437.4/283.3 > GPA:Lyso 18:0
0.008577
−0.075046
0.106548
0.082045
0.012322
−0.022934
−0.029038
−0.010448
0.026385
−0.048348

5
451.4/283.3 > GPA:Lyso 18:0
−0.039483
0.007818
0.055426
0.068624
0.042155
0.042458
−0.076885
−0.018428
−0.116266
−0.04669

6
459.6/305.5 > GPA:Lyso 20:3
−0.065711
0.024051
−0.021933
0.093235
0.000983
0.043241
−0.025647
0.027906
0.058762
0.057287

7
461.6/307.5 > GPA:Lyso 20:2
−0.045924
0.065727
0.059163
0.081275
−0.038754
0.056616
0.021197
−0.004018
0.022231
0.008291

8
463.7/309.5 > GPA:Lyso 20:1
−0.020674
−0.002813
0.085687
0.034615
−0.040521
0.060833
0.039675
−0.032529
−0.06427
−0.011393

9
465.7/311.5 > GPA:Lyso 20:0
0.008414
−0.10711
0.053022
0.055033
0.02517
−0.01043
−0.051646
−0.041891
0.01234
−0.062678

10
481.4/327.3 > GPA:Lyso 22:6
−0.061688
0.063678
0.014834
0.079968
0.061715
−0.033865
0.031208
−0.030259
0.08316
−0.006904

11
483.4/329.3 > GPA:Lyso 22:5
−0.035269
−0.014568
0.000043
0.101294
0.014047
0.032856
−0.072654
−0.03499
−0.046341
0.000795

12
641.8/251.3 > GPA:16:1/16:2
−0.000351
−0.011831
0.035237
−0.00862
−0.010556
0.022016
0.051198
0.031248
−0.08175
−0.039489

13
643.8/253.3 > GPA:16:1/16:1
0.027797
−0.000013
0.014108
−0.053528
−0.01869
−0.11933
−0.016316
0.181048
−0.049332
0.031493

14
645.8/255.3 > GPA:16:1/16:0
0.008807
−0.020653
0.017412
−0.038791
−0.016934
−0.096273
−0.034201
0.192294
−0.064717
0.023281

15
647.8/255.3 > GPA:16:0/16:0
−0.090392
0.026209
0.061768
0.051539
−0.017056
−0.049419
−0.060098
0.075181
−0.034656
0.018098

16
667.8/279.3 > GPA:34:4
0.009559
0.000391
0.044239
0.04565
0.043263
0.041421
0.005554
−0.045043
−0.081576
−0.052005

17
669.8/279.3 > GPA:34:3
−0.054256
−0.030403
−0.011201
0.108873
−0.013784
−0.006764
0.033962
0.140091
−0.006833
0.001443

18
669.8/281.3 > GPA:34:4
−0.060664
−0.033022
0.015472
0.075757
0.073943
−0.018497
−0.057347
0.006092
−0.073785
0.019968

19
671.8/279.3 > GPA:18:2/16:0
−0.046403
−0.006511
0.031314
0.136441
0.029596
−0.033683
−0.014686
0.045534
−0.093366
−0.030186

20
673.8/281.3 > GPA:18:1/16:0
−0.040705
0.002721
0.04104
0.021149
−0.165263
−0.088407
−0.058469
0.019035
−0.01501
0.050669

21
695.8/279.3 > GPA:36:4
−0.056722
0.044629
0.02137
0.098011
−0.001177
0.010527
0.096371
0.052944
−0.038472
−0.094251

22
695.8/303.3 > GPA:36:4
−0.0654
0.030245
0.062724
0.086903
0.019367
−0.061297
−0.060302
−0.005814
−0.006665
−0.034821

23
697.8/281.3 > GPA:20:3/16:0
−0.067288
0.043764
0.054932
0.038512
−0.022704
−0.007269
−0.042753
0.031164
−0.068748
0.046753

24
697.8/305.3 > GPA:18:1/18:2
−0.067993
0.033445
0.05299
0.088708
−0.033984
0.004531
0.010651
0.064795
−0.056643
−0.048085

25
699.8/279.3 > GPA:36:2
−0.065045
0.019918
0.029264
0.105708
−0.055765
−0.006488
0.062411
0.062399
−0.006
−0.023989

26
699.8/281.3 > GPA:36:2
−0.040531
0.008199
0.047452
0.004505
−0.174347
−0.068453
−0.059723
−0.006733
0.000731
0.052999

27
701.8/283.3 > GPA:36:1
−0.036393
0.001462
0.035516
0.024618
−0.174531
−0.080064
−0.049263
−0.04176
0.010152
0.036652

28
703.8/283.3 > GPA:36:0
−0.053272
−0.050884
0.080113
0.063909
−0.079948
−0.061026
−0.046663
−0.032321
0.013727
−0.028009

29
721.8/255.3 > GPA:18:1/20:4
−0.040826
0.008236
0.065408
0.031371
−0.092165
−0.108316
0.002741
−0.039586
0.001623
−0.044451

30
721.8/281.3 > GPA:16:0/22:5
−0.053233
−0.065222
0.112649
0.028282
−0.000769
0.024667
−0.002301
0.008927
0.056135
−0.002042

31
723.8/283.3 > GPA:18:0/20:4
−0.035654
0.012715
0.040483
0.027431
−0.145995
−0.092225
−0.05961
−0.103997
0.007762
−0.00277

32
725.8/305.3 > GPA:20:3/18:0
−0.038534
0.01596
0.023725
0.031475
−0.097113
−0.002468
−0.050103
−0.045813
0.057531
0.059859

33
729.8/281.3 > GPA:38:1
−0.058607
−0.003398
0.007166
0.092136
−0.104572
−0.049391
−0.009764
0.011201
−0.049996
0.0525

34
731.8/283.3 > GPA:38:0
−0.051736
−0.040539
0.099232
0.062281
−0.057345
−0.046225
−0.032547
−0.00396
0.062121
−0.029227

35
751.8/303.3 > GPA:40:4
−0.02126
0.094516
−0.005654
0.085443
0.010083
−0.013756
0.075194
−0.029842
−0.033062
0.021068

36
757.8/281.3 > GPA:40:1
−0.08045
−0.005904
0.047669
−0.048821
−0.087218
−0.006379
0.045608
−0.028216
−0.022902
0.022434

37
759.8/283.3 > GPA:40:0
−0.056693
−0.038662
0.002662
0.048179
−0.141134
−0.061963
−0.061544
−0.037445
0.007856
0.064876

38
777.8/329.3 > GPA:42:5
−0.018089
−0.020002
0.071834
0.030203
0.04085
0.042476
−0.01206
0.098592
−0.089013
0.012458

39
481.4/253.3 > GPGro:Lyso 16:1
0.006199
−0.044947
0.098709
0.10218
−0.00499
−0.004916
−0.087745
0.081685
0.004316
0.013494

40
483.4/255.3 > GPGro:Lyso 16:0
−0.042684
−0.049177
0.082744
0.084666
0.061793
−0.059203
−0.043531
0.070765
0.030787
−0.020373

41
507.4/279.3 > GPGro:Lyso 18:2
−0.025813
−0.037471
0.069511
0.113698
0.052515
−0.058452
−0.006876
0.087861
0.029405
−0.057712

42
509.4/281.3 > GPGro:Lyso 18:1
−0.000845
−0.04825
0.089478
0.107019
0.046348
−0.02644
−0.081365
0.04703
−0.025707
−0.03292

43
511.4/283.3 > GPGro:Lyso 18:0
−0.017174
−0.061846
0.093997
0.083375
0.046248
−0.066654
−0.0162
0.062736
0.055472
−0.025254

44
531.4/303.3 > GPGro:Lyso 20:4
−0.037975
0.010137
0.074432
0.107926
0.0662
−0.084627
−0.059156
0.06559
0.036588
−0.000588

45
555.4/327.3 > GPGro:Lyso 22:6
−0.026348
−0.008115
0.074704
0.107263
−0.070699
−0.077981
−0.016658
0.028502
0.077939
−0.040795

46
557.4/329.3 > GPGro:Lyso 22:5
−0.018474
0.004355
0.024108
0.141341
0.082304
−0.069596
−0.056616
0.056796
0.06634
−0.012589

47
717.8/253.3 > GPGro:16:1/16:1
0.004054
0.007536
0.010303
−0.042743
−0.09226
0.090127
−0.109775
0.104198
0.097442
−0.015229

48
719.8/253.3 > GPGro:16:1/16:0
0.043423
−0.053495
0.010354
0.094452
−0.038393
0.029779
−0.1032
0.095175
0.018852
0.030901

49
721.8/255.3 > GPGro:16:0/16:0
−0.047187
−0.071574
0.1111
0.020537
−0.008129
0.019358
0.014468
0.019844
0.044876
−0.002464

50
743.8/279.3 > GPGro:18:2/16:1
0.004285
0.046731
−0.094733
−0.075074
−0.034786
−0.028194
0.09541
0.013859
−0.122187
−0.053639

51
743.8/281.3 > GPGro:18:1/16:2
−0.004687
0.030989
−0.019131
−0.123175
−0.042903
0.066212
−0.085299
0.034942
0.028506
0.009421

52
745.8/279.3 > GPGro:18:2/16:0
0.025255
0.045091
−0.091681
−0.045301
−0.01917
−0.019715
0.092687
0.016148
−0.097698
−0.044368

53
745.8/281.3 > GPGro:18:1/16:1
−0.027
0.016733
−0.034116
−0.131221
−0.056487
0.047472
−0.108873
0.007485
−0.006212
0.02956

54
747.8/255.2 > GPGro:16:0/18:1
0.065478
−0.042605
0.017213
0.052776
0.003308
−0.022384
−0.118119
0.061278
−0.074399
0.029233

55
747.8/281.1 > GPGro:16:0/18:1
−0.067611
0.047243
0.051053
−0.088939
−0.072993
0.040362
−0.056879
−0.041575
−0.007982
0.027204

56
749.8/283.3 > GPGro:18:0/16:0
−0.045149
−0.062768
0.116813
0.02112
−0.002911
0.006957
0.029342
0.017736
0.060031
0.013011

57
767.8/303.3 > GPGro:20:4/16:1
0.013695
0.114597
−0.029001
−0.01905
0.040117
−0.018865
−0.086056
−0.059127
−0.067659
0.058396

58
769.8/279.3 > GPGro:18:2/18:2
0.019555
−0.020959
−0.123052
0.066521
−0.025737
−0.010895
0.085252
0.061169
−0.007568
0.026067

59
769.8/303.3 > GPGro:20:4/16:0
0.028888
0.046295
0.016803
0.057864
0.045378
−0.083128
−0.09438
0.02581
−0.008519
0.043544

60
771.8/279.3 > GPGro:18:2/18:1
−0.008161
0.048099
−0.012533
−0.041112
−0.061121
0.073609
0.175419
−0.019117
0.024729
0.027336

61
773.8/279.3 > GPGro:18:2/18:0
0.048004
−0.037688
0.065179
0.048431
−0.024802
−0.047157
0.087546
0.100672
0.029401
0.012611

62
773.8/281.3 > GPGro:18:1/18:1
−0.001946
0.00455
−0.003781
−0.042075
−0.099065
0.12233
0.004614
0.056256
0.118603
0.137306

63
775.8/281.3 > GPGro:18:1/18:0
0.050552
−0.047445
0.106024
0.054126
0.000194
−0.012335
−0.054181
0.084598
0.019316
0.022737

64
777.8/283.3 > GPGro:18:0/18:0
−0.038258
−0.081888
0.096334
0.045057
0.013431
0.025969
0.037751
0.016881
0.093892
0.02844

65
795.8/303.3 > GPGro:20:4/18:1
0.005782
0.118824
−0.003598
−0.004992
0.02126
0.020382
−0.025873
−0.079243
0.001648
0.128232

66
797.8/303.3 > GPGro:20:4/18:0
0.034026
0.013611
0.07246
0.040429
0.069268
−0.11144
−0.025717
0.01286
0.047678
0.107402

67
821.8/327.3 > GPGro:22:6/18:0
0.002875
0.027968
0.08069
0.044932
0.079571
−0.100455
0.000445
0.011828
0.097542
0.058624

68
823.8/329.3 > GPGro:22:5/18:0
0.014123
0.065213
0.073335
0.053529
0.056982
0.007148
−0.071809
0.023796
−0.051303
0.090297

69
494.4/407.4 > Lyso GPSer:16:1
0.032041
−0.002521
0.014846
−0.053979
−0.007764
−0.098737
−0.020352
0.169957
−0.089281
0.08302

70
496.4/409.4 > Lyso GPSer:16:0
0.022628
−0.00139
0.029286
−0.053785
0.0108
−0.10349
−0.018332
0.174008
−0.070657
0.012724

71
522.4/435.4 > Lyso GPSer:18:1
−0.028667
−0.023862
−0.002593
0.011638
−0.129383
−0.121268
−0.059676
0.022588
−0.035898
−0.052957

72
524.4/437.4 > Lyso GPSer:18:0
−0.034209
−0.053233
0.027685
0.013594
−0.089544
−0.052122
−0.029739
−0.103253
−0.036093
−0.071726

73
544.4/457.4 > Lyso GPSer:20:4
−0.023919
0.019658
0.053441
0.024052
−0.027773
−0.023933
−0.006324
−0.057467
−0.026265
−0.071636

74
570.4/483.4 > Lyso GPSer:22:5
0.008746
−0.049239
−0.104821
0.063343
0.012182
−0.010863
−0.031769
−0.046053
−0.067034
−0.048477

75
732.6/645.6 > GPSer:32:1
0.031689
0.000525
0.0012
−0.060933
0.006022
−0.099352
−0.026523
0.192076
−0.063473
0.024214

76
734.6/647.6 > GPSer:32:0
0.01653
−0.030955
−0.06031
−0.045489
0.014869
−0.095341
−0.034267
0.157204
−0.055697
0.013048

77
758.6/671.6 > GPSer:34:2
0.034484
−0.006673
−0.003947
−0.049995
0.008486
−0.101849
−0.029111
0.191043
−0.063393
0.028305

78
760.8/673.8 > GPSer:34:1
0.030186
0.000951
0.00812
−0.053757
−0.013711
−0.108481
−0.031501
0.186411
−0.068593
0.029855

79
762.8/675.7 > GPSer:34:0
0.016927
−0.001459
0.013311
−0.069704
−0.012528
−0.113083
−0.033793
0.173339
−0.068991
0.020791

80
782.6/695.7 > GPSer:36:4
0.032913
−0.067394
0.032521
−0.017855
0.026368
−0.088863
0.029868
−0.021503
0.077209
0.00983

81
784.8/697.8 > GPSer:36:3
−0.002168
−0.064684
−0.083452
−0.017058
−0.00817
−0.100834
−0.029912
0.092668
−0.000227
0.02684

82
786.8/699.8 > GPSer:36:2
−0.024196
−0.027211
−0.010013
0.01964
−0.161361
−0.124781
−0.044766
−0.012128
−0.003982
0.048354

83
788.8/701.8 > GPSer:36:1
−0.032375
−0.003494
0.021632
0.026526
−0.173853
−0.090294
−0.051523
−0.049743
0.006439
0.024164

84
790.8/703.8 > GPSer:36:0
−0.029209
−0.010194
0.02306
0.025273
−0.177052
−0.078422
−0.057128
−0.052955
0.002702
0.007574

85
808.6/721.6 > GPSer:38:6
0.00143
−0.037705
0.037028
−0.057288
−0.064464
−0.107713
0.044948
−0.067507
−0.002647
−0.026265

86
810.8/723.8 > GPSer:38:5
0.000045
−0.015457
−0.03545
0.013951
−0.108191
−0.130539
−0.019941
−0.090007
−0.006372
−0.025489

87
812.8/725.8 > GPSer:38:4
−0.014427
0.014617
0.02084
0.017761
−0.158016
−0.097905
−0.054625
−0.067219
0.025207
−0.051129

88
814.6/727.6 > GPSer:38:3
−0.026693
−0.002894
0.034968
0.02028
−0.169304
−0.100086
−0.042911
−0.050962
0.010955
0.032863

89
816.8/729.8 > GPSer:38:2
−0.032503
0.004308
0.030785
0.02793
−0.173226
−0.08259
−0.050453
−0.038855
0.014879
0.027183

90
818.8/731.8 > GPSer:38:1
−0.031289
0.002822
0.035176
0.019647
−0.173992
−0.083062
−0.047926
−0.041807
0.011733
0.012501

91
834.8/747.8 > GPSer:40:6
−0.027814
−0.009429
0.024609
0.025555
−0.171681
−0.101053
−0.044643
−0.056653
0.002619
0.03593

92
836.8/749.8 > GPSer:40:5
−0.003147
−0.014157
−0.029707
−0.008663
−0.125178
−0.109411
−0.039564
−0.081294
−0.034196
−0.033837

93
838.8/751.8 > GPSer:40:4
−0.009958
−0.003487
0.047537
−0.000965
−0.163477
−0.105056
−0.034437
−0.055336
0.005125
0.013906

94
840.6/753.7 > GPSer:40:3
−0.005615
−0.049527
−0.01051
−0.008841
−0.124343
−0.140605
0.008145
−0.079119
−0.003684
0.041957

95
778.9/97 > Sulfatide:16:0
0.016302
−0.02748
0.014347
0.104261
0.039018
−0.085663
−0.002487
−0.015885
−0.083921
−0.01057

96
806.9/9 > Sulfatide:18:0
−0.001141
−0.045679
0.107606
0.025323
0.071201
0.005948
−0.046757
0.012123
−0.066544
−0.030522

97
822.9/97 > Sulfatide:18:0 (OH)
−0.095525
−0.016243
−0.049308
0.012494
0.051875
−0.026813
0.015329
−0.002007
−0.045387
0.104611

98
834.9/97 > Sulfatide:20:0
0.056747
−0.092537
0.007494
−0.001845
0.071282
−0.100236
0.005516
−0.03928
0.079077
0.000075

99
850.9/97 > Sulfatide:20:0 (OH)
−0.105862
0.020285
0.003933
−0.017896
0.05559
−0.03305
−0.003986
−0.004763
−0.071157
0.070435

100
862.9/97 > Sulfatide:22:1
0.066278
−0.093063
−0.012856
0.041081
0.074072
−0.049712
−0.025872
−0.022339
0.001262
0.023132

101
878.9/97 > Sulfatide: 22:1 (OH)
0.040056
−0.087532
−0.01523
−0.022099
0.074618
−0.104641
0.026327
−0.030252
0.116304
0.018055

102
888.9/97 > Sulfatide:24:1
0.032839
0.013001
0.015621
0.083783
0.047994
−0.003923
−0.053536
0.049116
−0.079343
0.011132

103
890.9/97 > Sulfatide:24:0
−0.00573
−0.080516
−0.036305
0.059671
0.073797
−0.024767
−0.027251
0.034688
−0.03698
0.003532

104
906.7/97 > Sulfatide:24:0 (OH)
−0.034241
−0.019549
−0.094248
0.090856
0.056081
−0.013166
−0.036807
−0.003955
−0.008282
0.130685

105
1147/281.3 > CardioliGPInsn:52:3
0.004792
−0.034616
0.09377
0.015228
0.005839
0.064483
0.005191
−0.041394
−0.023954
−0.048371

106
1376/281.3 > CardioliGPInsn:66:2
−0.080159
0.025333
0.040025
−0.055358
−0.017126
0.099668
0.036971
0.005636
0.04007
0.004299

107
1400/281.3 > CardioliGPInsn:68:4
−0.078227
0.009138
0.053104
−0.060849
−0.039646
0.070954
0.016315
0.030699
0.021724
−0.003607

108
1402/281.3 > CardioliGPInsn:68:3
−0.063864
−0.000224
0.078253
−0.031912
−0.019391
0.084728
−0.007399
0.060129
−0.029703
−0.013253

109
1404/281.3 > CardioliGPInsn:68:2
−0.057349
0.019329
0.055606
−0.031995
−0.02247
0.028549
−0.031621
0.022098
−0.03548
0.053402

110
1406/281.3 > CardioliGPInsn:68:1
0.005151
−0.012337
0.073345
−0.080439
0.023458
0.003997
0.034183
−0.023955
0.032633
0.044503

111
1426/281.3 > CardioliGPInsn:70:5
−0.075517
−0.006845
0.078642
−0.010095
−0.010243
0.066509
−0.025296
0.045127
0.019599
0.033546

112
1428/281.3 > CardioliGPInsn:70:4
−0.071999
−0.012942
0.0793
−0.019723
0.015625
0.056832
−0.036894
0.026784
−0.036305
−0.071137

113
1430/281.3 > CardioliGPInsn:70:3
−0.078636
0.010763
0.066727
−0.029946
−0.010235
0.069271
0.00853
0.04071
−0.059914
0.020663

114
1432/281.3 > CardioliGPInsn:70:2
−0.032424
−0.032762
0.098035
−0.004864
−0.03155
0.054002
−0.017101
−0.003551
−0.002296
−0.110952

115
1434/281.3 > CardioliGPInsn:70:1
−0.075067
−0.03004
0.06438
0.02519
−0.006941
0.040241
−0.020943
0.013788
−0.038919
−0.004946

116
1436/281.3 > CardioliGPInsn:70:0
−0.035984
−0.013238
0.079785
−0.052141
−0.052649
0.032015
−0.00327
0.008147
0.08373
0.003808

117
436.6/196.1 > Lyso GPEtn:Lyso16:1e/16:0p
0.027003
−0.044346
−0.002865
0.04906
−0.005151
0.024777
0.015393
−0.038993
−0.154355
−0.042651

118
450.4/196.1 > Lyso GPEtn:Lyso 16:1
0.01055
−0.048231
−0.029237
0.064732
−0.081221
0.078468
−0.068711
0.03606
0.001529
−0.018067

119
452.4/196.1 > Lyso GPEtn:Lyso 16:0
−0.043425
−0.05576
−0.027445
0.016705
−0.042823
0.085224
−0.093434
−0.047068
−0.108081
−0.035978

120
462.4/196.1 > Lyso GPEtn:Lyso18:2e/18:1p
0.000954
−0.088589
−0.077553
0.075157
0.003903
0.029796
−0.028723
−0.010335
−0.100579
−0.057605

121
464.5/196.1 > Lyso GPEtn:Lyso18:1e/18:0p
0.01383
−0.017369
0.031265
0.072606
0.021444
−0.018613
0.047841
−0.042136
−0.094894
0.066243

122
476.6/196.1 > Lyso GPEtn:Lyso18:2a
−0.000793
0.020576
−0.002273
0.093848
−0.075986
0.06667
0.117166
0.084371
−0.031725
−0.089328

123
478.4/196.1 > Lyso GPEtn:Lyso 18:1
−0.001358
−0.019347
−0.022122
0.090486
−0.091522
0.079161
0.049984
0.051724
−0.037898
−0.057294

124
480.4/196.1 > Lyso GPEtn:Lyso 18:0
−0.060562
−0.037252
−0.044653
0.025804
−0.067677
0.085649
−0.080128
0.00363
−0.03193
−0.033417

125
492.5/196.1 > Lyso GPEtn:Lyso20:1e/20:0p
−0.047888
−0.064031
−0.093098
0.069101
0.021004
−0.036178
−0.062649
0.028834
−0.049858
0.028707

126
500.4/196.1 > Lyso GPEtn:Lyso 20:4
0.020723
0.076962
−0.012834
0.109091
−0.039611
0.027262
0.052285
−0.019313
−0.030955
−0.043281

127
524.4/196.1 > Lyso GPEtn:Lyso 22:6
0.003991
0.091634
−0.03043
0.1155
−0.010565
0.030774
−0.010851
−0.072268
−0.012612
−0.02654

128
688.6/196.1 > GPEtn:16:0/16:1
0.021153
−0.08701
−0.100149
0.051485
0.014413
−0.004686
−0.075514
−0.04118
−0.03138
−0.014723

129
690.7/196.1 > GPEtn:16:0/16:0
−0.025238
−0.024906
−0.045285
0.000753
−0.007165
0.003057
0.004246
−0.04489
−0.059303
−0.044157

130
698.6/196.1 > GPEtn:34:2p, 34:3e
0.000372
−0.065132
−0.078682
0.035437
0.032206
−0.035559
−0.00101
−0.018237
0.016707
−0.01799

131
700.6/196.1 > GPEtn:34:1p, 34:2e
−0.006628
−0.015053
0.04484
−0.007066
0.06359
0.052243
0.079492
−0.066613
−0.018936
−0.042619

132
702.6/196.1 > GPEtn:34:0p, 34:1e
0.000398
−0.080922
−0.120314
0.049086
−0.008436
0.00408
−0.029451
−0.017746
−0.006896
0.018238

133
710.8/196.1 > GPEtn:18:1/16:1
0.016904
−0.073806
−0.063669
−0.022414
0.042658
−0.04555
−0.032598
−0.07076
−0.024178
0.05596

134
712.8/196.1 > GPEtn:18:2/16:1
0.000692
−0.045326
−0.007423
−0.043036
−0.015561
−0.006971
−0.047196
0.025023
0.087099
−0.044707

135
714.7/196.1 > GPEtn:18:1/16:1
−0.013933
−0.047755
−0.150292
0.050693
−0.027286
0.00421
−0.04158
0.029885
−0.000204
−0.007915

136
716.7/196.1 > GPEtn:18:1/16:0
−0.001556
−0.012326
−0.111754
−0.0094
−0.044461
0.05282
−0.074497
0.005064
−0.010574
−0.074308

137
718.6/196.1 > GPEtn:18:0/16:0
0.009111
−0.070138
−0.110959
0.056328
0.005624
−0.025039
−0.064341
−0.046408
−0.00864
−0.009007

138
722.6/196.1 > GPEtn:36:4p
−0.024942
−0.011216
0.052646
−0.00338
0.051653
0.06441
−0.004648
−0.018601
−0.011105
−0.04719

139
724.6/196.1 > GPEtn:36:3p, 36:4e
−0.000101
−0.044089
−0.036587
0.048369
0.040753
0.009108
0.009815
−0.054071
−0.002608
0.011174

140
726.6/196.1 > GPEtn:36:2p, 36:3e
−0.00723
−0.03557
−0.072439
0.025785
0.000232
−0.091707
0.002925
−0.033864
−0.011805
0.087966

141
728.6/196.1 > GPEtn:36:1p, 36:2e
−0.019188
−0.066121
−0.129887
0.056958
−0.007375
−0.01108
−0.032861
0.00145
0.033287
−0.012389

142
738.8/196.1 > GPEtn:20:4/16:0
0.00551
0.086009
−0.072768
−0.026068
−0.009861
0.0095
−0.073904
0.032592
−0.044446
−0.079377

143
740.8/196.1 > GPEtn:18:2/18:1
−0.006288
−0.022264
−0.138524
0.065468
−0.020208
0.016235
0.010982
0.061724
0.013666
−0.010482

144
742.8/196.1 > GPEtn:18:1/18:1
−0.003718
0.007326
−0.078945
0.0263
−0.085095
0.091663
0.006769
0.083291
0.013552
−0.066132

145
744.6/196.1 > GPEtn:18:0/18:1
−0.019707
−0.029996
−0.12232
0.051886
−0.041233
0.039054
−0.006893
0.060162
0.052155
−0.057903

146
746.8/196.1 > GPEtn:18:0/18:0
−0.010086
−0.06672
−0.140959
0.038711
−0.001138
−0.023437
−0.047928
0.021782
0.00823
0.020136

147
748.6/196.1 > GPEtn:38:5p, 38:6e
−0.012991
0.044489
0.044715
−0.006636
0.023534
−0.036738
−0.003558
0.016351
−0.073345
−0.014

148
750.6/196.1 > GPEtn:38:4p, 38:5e
−0.00139
−0.034584
−0.050851
0.089475
−0.00669
−0.021332
−0.025865
−0.048542
−0.011793
−0.057135

149
752.6/196.1 > GPEtn:38:3p, 38:4e
−0.01342
−0.056876
−0.138535
0.068495
−0.005938
0.005644
−0.038806
0.007199
0.01257
0.001665

150
754.6/196.1 > GPEtn:38:2p, 38:3e
−0.020592
−0.067047
−0.116811
0.064341
0.021704
−0.005198
−0.069572
0.002806
−0.01974
−0.01503

151
756.6/196.1 > GPEtn:38:1p, 38:2e
−0.015684
−0.003457
0.052487
−0.039485
0.016324
−0.0083
−0.024896
−0.02806
−0.031526
−0.012381

152
762.8/196.1 > GPEtn:20:4/18:2
0.003444
0.098505
−0.060274
0.034323
−0.025266
0.041977
−0.076607
−0.066104
−0.035241
−0.04224

153
764.8/196.1 > GPEtn:20:4/18:1
0.016712
0.069378
−0.092028
0.040057
−0.039176
0.065154
−0.03915
0.003943
0.02344
−0.037251

154
766.8/196.1 > GPEtn:20:4/18:0
0.019108
0.082563
−0.08176
−0.001187
−0.045848
0.023193
−0.039604
0.022601
0.007988
−0.039986

155
768.8/196.1 > GPEtn:20:3/18:0
0.009958
0.033262
−0.096018
0.058178
−0.054627
0.086563
−0.050388
0.03342
0.018609
0.03335

156
770.6/196.1 > GPEtn:20:2/18:0
−0.000716
−0.07393
−0.10785
0.064947
0.000011
0.010625
−0.012872
−0.02617
−0.037238
0.021432

157
772.6/196.1 > GPEtn:20:1/18:0
−0.016348
−0.094973
−0.116287
0.027383
−0.007407
0.003796
−0.029571
0.022482
−0.013298
0.031942

158
776.6/196.1 > GPEtn:40:5p, 40:6e
−0.028587
−0.025178
−0.013457
0.040329
0.01597
0.072199
0.028504
−0.026412
−0.010888
0.082413

159
778.6/196.1 > GPEtn:40:4p, 40:5e
−0.04143
−0.017382
−0.017183
0.006732
0.056084
0.029726
−0.083407
−0.056984
−0.011959
−0.050934

160
780.6/196.1 > GPEtn:40:3p, 40:4e
−0.002433
−0.042528
−0.033855
0.027789
0.024888
−0.024957
−0.03365
−0.065454
−0.018743
0.016346

161
784.6/196.1 > GPEtn:40:1p, 40:2e
−0.000706
−0.068301
−0.085359
0.071013
−0.01553
0.035658
−0.040788
−0.024347
−0.020544
−0.040446

162
788.8/196.1 > GPEtn:22:4/18:3
−0.020488
−0.010579
−0.118012
0.063746
−0.032722
0.018029
−0.073891
0.037982
−0.02204
−0.045992

163
790.8/196.1 > GPEtn:22:4/18:2
−0.007692
0.023673
−0.132567
0.057756
−0.023583
0.015421
−0.105565
−0.023931
−0.014543
−0.006126

164
792.6/196.1 > GPEtn:40:5a
0.012352
0.057564
−0.019572
−0.035409
−0.03084
0.076536
−0.077179
−0.024271
−0.051479
0.043563

165
794.6/196.1 > GPEtn:40:4a
0.023632
0.00047
−0.093829
0.002491
0.033858
0.064321
−0.071914
−0.033977
−0.025098
0.034866

166
796.8/196.1 > GPEtn:40:3a
0.004724
−0.03411
0.046623
−0.077236
−0.009076
0.0369821
0.0022
−0.033917
−0.037324
0.006183

167
798.6/196.1 > GPEtn:40:2a
−0.015899
−0.088991
−0.107581
0.042079
−0.0069
0.014571
−0.01777
−0.006686
−0.00361
0.053042

168
569.4/241.1 > GPIns:Lyso 16:1
0.005691
−0.002609
0.048055
0.108524
−0.004069
0.10043
−0.090057
0.050485
0.066147
−0.059793

169
571.3/241.1 > GPIns:Lyso 16:0
−0.00654
−0.114989
−0.008757
0.05048
0.021924
−0.00552
0.031334
−0.025679
0.118307
−0.044851

170
595.4/241.1 > GPIns:Lyso 18:2
−0.001679
−0.09318
0.00615
0.03574
0.032658
−0.035652
0.079262
−0.035539
0.133749
−0.074269

171
597.4/241.1 > GPIns:Lyso 18:1
0.000717
−0.098935
−0.008108
0.096938
0.00737
0.004974
0.042012
−0.00635
0.101186
−0.070285

172
599.4/241.1 > GPIns:Lyso 18:0
−0.043449
−0.096164
0.006418
0.066658
0.030564
0.087123
−0.039445
−0.021416
−0.04762
−0.027156

173
619.5/241.1 > GPIns:Lyso 20:4
−0.022577
0.062609
0.006684
0.138054
0.05399
0.038713
−0.069492
0.030971
−0.004957
−0.02052

174
621.5/241.1 > GPIns:Lyso 20:3
0.007079
0.048
0.003328
0.126189
−0.029134
0.07296
−0.034534
0.080597
0.029925
0.026019

175
623.5/241.1 > GPIns:Lyso 20:2
−0.007281
−0.029491
−0.047023
0.112011
−0.011159
0.072904
0.013095
0.055725
−0.04913
−0.024717

176
625.5/241.1 > GPIns:Lyso 20:1
−0.005786
−0.123548
−0.04109
0.036235
0.003729
0.036055
−0.004658
−0.024228
−0.042881
0.019871

177
627.5/241.1 > GPIns:Lyso 20:0
−0.003214
−0.058599
0.101788
0.030847
0.049016
0.04451
0.017524
−0.017329
−0.015801
−0.016417

178
679.5/241.1 > GPIns:Lyso 24:2
0.056996
−0.086644
0.010374
0.040215
0.079336
−0.057694
−0.025929
−0.045465
0.053391
−0.013045

179
835.7/241.1 > GPIns:34:1
0.077005
−0.074051
0.041124
−0.009189
0.067922
−0.052187
−0.000696
−0.031136
0.083654
−0.006183

180
857.7/241.1 > GPIns:36:4
0.080572
−0.06006
0.047252
−0.008094
0.071186
−0.061142
−0.000926
−0.01976
0.090491
0.000751

181
859.8/241.1 > GPIns:36:3
0.072302
−0.07602
0.047642
−0.017482
0.061023
−0.064147
0.025576
−0.025008
0.090429
−0.004982

182
861.8/241.1 > GPIns:36:2
0.082727
−0.062041
0.03581
−0.022113
0.07497
−0.038109
0.028087
−0.048102
0.053414
−0.016691

183
863.7/241.1 > GPIns:36:1
0.083189
−0.066432
0.036195
0.005867
0.042271
−0.003847
0.016039
−0.041972
0.03903
−0.013846

184
865.8/241.1 > GPIns:36:0
0.065671
−0.087083
0.003756
0.048973
0.027836
−0.007256
−0.049115
0.018876
0.003167
0.010049

185
873.8/241.1 > GPIns:37:3
0.066631
−0.027827
0.072841
0.0332
0.009919
0.086372
−0.024594
0.025541
0.019418
0.050255

186
883.8/241.1 > GPIns:38:5
0.050139
−0.020423
0.089897
0.00908
−0.001161
0.081096
−0.005027
0.034063
−0.052217
0.06982

187
885.8/241.1 > GPIns:38:4
0.072274
0.078675
0.008807
0.045357
0.050363
0.023782
−0.072001
−0.023816
−0.041761
0.018736

188
887.8/241.1 > GPIns:38:3
0.072377
0.067785
0.013296
0.048464
0.002906
0.051694
−0.049978
0.029751
−0.023551
0.044971

189
889.8/241.1 > GPIns:38:2
0.078126
−0.020754
−0.000074
0.061042
0.018525
0.019533
−0.00608
0.070187
−0.025228
0.038956

190
891.8/241.1 > GPIns:38:1
0.008453
−0.122925
−0.063806
−0.028512
0.033981
−0.000809
0.010687
−0.041913
0.042887
0.077149

191
893.8/241.1 > GPIns:38:0
−0.000089
−0.105082
−0.09351
−0.000936
0.034241
−0.026268
−0.015735
−0.042213
0.085692
0.054784

192
909.8/241.1 > GPIns:40:6
0.035701
0.086899
0.00844
0.084025
0.042228
0.019185
−0.053003
−0.096606
0.030824
−0.003161

193
911.8/241.1 > GPIns:40:5
0.058632
0.088916
0.025351
0.067845
0.033602
0.054252
−0.054246
−0.057244
0.007026
0.006947

194
913.8/241.1 > GPIns:40:4
0.064306
−0.005091
0.045356
0.039569
0.019225
0.109479
−0.071708
0.017276
−0.041135
0.084563

195
915.8/241.1 > GPIns:40:3
0.03206
−0.087163
0.02962
−0.071651
0.024926
0.038269
−0.033573
0.008479
−0.090649
0.099909

196
917.8/241.1 > GPIns:40:2
0.039019
−0.114853
0.042743
−0.02576
0.043447
0.006927
0.011395
0.013432
−0.023375
0.089913

197
919.8/241.1 > GPIns:40:1
−0.001128
−0.121667
−0.060663
−0.017058
0.036356
0.009346
0.012027
−0.03119
0.050038
0.064834

198
963.9/241.1 > GPInsP:38:5
−0.029028
−0.077994
0.013054
−0.059181
0.001377
0.106067
−0.013351
−0.042198
−0.094853
−0.001856

199
963.9/321.1 > GPInsP:38:5
−0.019557
−0.056263
−0.065638
0.046913
0.034562
0.040672
−0.058994
0.016854
−0.097463
−0.026454

200
965.9/241.1 > GPInsP:38:4
−0.026079
−0.072007
0.066459
−0.041668
−0.020127
0.076952
−0.010088
−0.074775
−0.119431
0.006507

201
965.9/321.1 > GPInsP:38:4
−0.036168
−0.022521
−0.066314
0.041128
−0.070518
0.010002
−0.058426
−0.050135
0.079501
0.036029

202
967.9/241.1 > GPInsP:38:3
−0.016991
−0.063442
0.057594
−0.062069
0.000398
0.099917
−0.009541
−0.046534
−0.100549
−0.014527

203
967.9/321.1 > GPInsP. 38.3
−0.033722
−0.073837
0.03056
0.02021
0.027859
0.080559
−0.021446
−0.104458
0.055845
−0.058877

204
1045.9/241.1 > GPInsP2:38:4
−0.032455
−0.083373
−0.050409
0.011765
0.008161
0.030833
−0.018337
−0.022842
−0.026804
0.028536

205
1045.9/321.1 > GPInsP2:38:4
−0.015299
0.012476
0.031949
0.010473
0.027142
0.033378
−0.048625
0.00361
−0.0694
0.061239

206
1045.9/401.1 > GPInsP2:38:4
−0.042761
−0.00529
0.033538
0.000496
0.021735
0.021228
0.052067
−0.0312
0.020905
0.038444

207
1047.9/321.1 > GPInsP2:38:3
−0.026117
−0.006704
0.039858
0.011429
0.050742
0.028666
−0.011795
−0.049146
−0.061623
−0.068444

208
1047.9/401.1 > GPInsP2:38:3
−0.037761
−0.020492
0.042456
−0.034145
0.010017
0.057065
0.033871
−0.121058
0.027685
0.020651

209
1047.9/241.1 > GPInsP2:38:3
0.012455
−0.038994
0.07315
0.006999
0.012219
0.082442
−0.007033
−0.03373
−0.066529
−0.030933

210
1125.9/241.1 > GPInsP3:38:4
−0.005413
−0.059839
−0.008791
−0.006041
0.024033
0.060861
−0.044803
0.000974
0.046819
−0.018649

211
1125.9/321.1 > GPInsP3:38:4
−0.00635
−0.069047
−0.092383
0.070708
0.01372
−0.019139
−0.014139
−0.018149
0.001743
−0.051473

212
1125.9/401.1 > GPInsP3:38:4
0.012136
−0.024386
0.045614
−0.020987
−0.007407
−0.010389
0.02524
−0.055349
−0.059931
0.071279

213
1125.9/481.1 > GPInsP3:38:4
0.018492
−0.007865
0.042138
−0.017033
0.045291
−0.037292
−0.052933
0.07559
−0.045487
0.104078

214
835.7/281.1 > GPIns:34:1
0.080851
−0.079852
0.021475
0.011285
0.059856
−0.068013
−0.020571
−0.004856
0.050809
−0.010966

215
821.8/241.1 > GPIns:34:1
0.053186
−0.071114
0.063016
0.009654
0.043929
−0.028999
−0.036187
−0.017456
0.067714
0.037515

216
494.4/184.1 > GPCho:Lyso 16:1
−0.005795
−0.016357
0.054908
0.053132
−0.091378
0.116537
−0.050696
0.103012
0.081978
−0.020233

217
496.4/184.1 > GPCho:Lyso 16:0
−0.048509
−0.031182
0.048053
0.018781
−0.05267
0.12526
−0.061686
−0.003704
−0.086254
0.056238

218
520.4/184.1 > GPCho:Lyso 18:2
−0.060352
0.014174
−0.031047
0.09692
−0.037882
0.048037
0.11773
0.062813
0.046749
−0.109061

219
522.4/184.1 > GPCho:Lyso 18:1
−0.066258
−0.005735
0.034078
0.030452
−0.072012
0.087377
−0.01696
0.082058
0.09602
−0.044855

220
524.4/184.1 > GPCho:Lyso 18:0
−0.041353
−0.043906
0.011382
0.045684
−0.080347
0.129634
0.030623
0.00678
0.056096
0.130175

221
544.4/184.1 > GPCho:Lyso 20:4
−0.04198
0.103403
−0.005946
0.087444
0.041073
0.011495
−0.053374
−0.00154
0.024918
0.046553

222
568.4/184.1 > GPCho:Lyso 22:6
−0.041727
0.092639
−0.002116
0.098961
0.034234
0.000945
−0.013906
−0.038307
0.04375−
0.022119

223
570.4/184.1 > GPCho:Lyso 22:5
−0.025671
0.101408
0.00164
0.106563
0.010895
0.026774
−0.001123
−0.004564
0.06595
0.036317

224
678.5/184.1 > GPCho:28:0
−0.028584
−0.098419
0.041228
0.00057
−0.057535
0.087313
0.000809
−0.004889
−0.020455
0.071131

225
678.5/184.1 > GPCho:28:0a
−0.034523
−0.093865
0.034929
0.010307
−0.060213
0.087337
−0.000018
−0.016379
−0.007507
0.076963

226
704.6/184.1 > GPCho:30:1a
−0.10192
0.010698
−0.003209
−0.048243
0.041671
−0.050725
0.014543
−0.018338
−0.058585
−0.026207

227
706.6/184.1 > GPCho:30:0a
−0.087359
0.009767
−0.000924
−0.027691
0.022165
−0.007593
−0.019638
−0.009513
−0.014133
0.016422

228
718.6/184.1 > GPCho:32:0p, 32:1e
−0.067843
−0.065777
0.006874
0.027866
−0.018833
−0.010551
0.06337
−0.095896
−0.044692
−0.010116

229
730.8/184.1 > GPCho:32:2
−0.07635
−0.009558
0.000637
−0.005263
0.019405
−0.029863
−0.038261
0.016669
−0.025104
−0.065593

230
732.6/184.1 > GPCho:32:1a
−0.029325
−0.030554
0.024848
−0.064754
−0.013288
0.042906
−0.159253
0.071117
0.094718
−0.052876

231
734.6/184.1 > GPCho:32:0a
0.000684
−0.030006
0.025725
−0.12331
0.013337
−0.009917
−0.106763
−0.086105
−0.008802
−0.057042

232
742.6/184.1 > GPCho:34:2p, 34:3e
−0.020246
−0.089869
0.064312
0.023449
−0.065453
0.010869
0.089223
−0.01293
−0.066809
0.024024

233
744.6/184.1 > GPCho:34:1p, 34:2e
0.028072
−0.002187
0.016777
0.083407
−0.0475
−0.010582
0.17775
0.027789
−0.030956
−0.03958

234
746.6/184.1 > GPCho:34:0p, 34:1e
0.003469
−0.064832
0.063424
−0.008267
−0.032195
−0.034503
0.068794
−0.027396
−0.034966
−0.049383

235
748.6/184.1 > GPCho:34:0e
−0.016793
−0.092704
0.023249
−0.031127
−0.033206
−0.02449
0.05935
−0.067999
−0.050944
−0.001668

236
756.6/184.1 > GPCho:34:3a
0.012385
−0.12025
0.044316
−0.035952
−0.037836
0.031711
0.0364
0.056381
−0.025816
−0.00428

237
758.7/184.1 > GPCho:34:2a
0.086272
−0.035641
−0.012222
−0.025642
−0.008187
−0.046123
0.062962
0.023671
−0.014691
−0.10843

238
760.6/184.1 > GPCho:34:1a
0.066533
−0.037267
0.048426
−0.079759
−0.035272
0.022149
−0.107832
0.027587
0.06492
−0.05688

239
762.6/184.1 > GPCho:34:0a
0.056514
−0.024788
0.051318
−0.083963
−0.042533
0.049531
−0.117837
0.007188
0.062786
−0.045906

240
768.6/184.1 > GPCho:36:3p, 36:4e
0.032528
0.087727
0.029009
0.091025
0.012152
−0.048969
0.024311
−0.057418
−0.027432
0.063808

241
770.6/184.1 > GPCho:36:2p, 36:3e
0.035623
0.01459
0.047115
0.100078
−0.045498
−0.035729
0.146087
0.019147
−0.030509
0.040849

242
772.6/184.1 > GPCho:36:1p, 36:2e
0.025754
−0.102046
0.02804
0.019113
−0.038052
0.011928
0.123692
−0.029729
−0.048124
−0.031253

243
774.6/184.1 > GPCho:36:0p, 36:1e
0.011153
−0.094705
0.030156
0.048482
−0.05475
0.031121
0.062977
−0.057145
−0.028695
0.046557

244
782.6/184.1 > GPCho:36:4a
0.067495
0.096807
−0.006861
0.012034
0.032179
−0.022187
−0.078996
−0.048847
−0.009936
0.036592

245
784.6/184.1 > GPCho:36:3a
0.088945
0.048543
0.006732
0.052629
−0.049067
0.043749
0.002847
0.042517
0.040309
0.069957

246
786.6/184.1 > GPCho:36:2a
0.078517
−0.033837
−0.022561
0.047682
−0.040023
0.033502
0.107156
0.032527
0.07634
0.001723

247
788.6/184.1 > GPCho:36:1a
0.034885
−0.109774
−0.002163
−0.017497
−0.048221
0.080703
0.018132
0.074716
0.060122
0.080084

248
790.8/184.1 > GPCho:36:0
0.020303
−0.111787
0.022599
−0.019002
−0.057991
0.075748
0.001885
0.060812
0.048906
0.11137

249
792.6/184.1 > GPCho:38:5p, 38:6e
0.008351
0.057642
0.047608
0.092898
−0.007852
−0.015746
0.038707
−0.109495
−0.005171
0.071093

250
794.6/184.1 > GPCho:38:4p, 38:5e
0.027833
0.090974
0.031767
0.090063
0.03876
−0.071289
0.025686
−0.049751
−0.02214
0.028808

251
796.6/184.1 > GPCho:38:3p, 38:4e
0.03397
0.076821
0.044191
0.076359
0.021994
−0.070364
0.028575
−0.065527
−0.050462
0.078749

252
798.6/184.1 > GPCho:38:2p, 38:3e
0.049116
−0.056102
0.075475
0.032838
−0.006309
−0.009921
0.009593
−0.069722
−0.114886
0.112124

253
800.6/184.1 > GPCho:38:1p, 38:2e
−0.037031
−0.090172
0.043776
0.037444
−0.030657
−0.006731
0.105679
−0.055439
−0.07843
0.021915

254
808.6/184.1 > GPCho:38:5a
0.059323
0.102063
0.002045
0.073172
0.009897
0.007705
−0.021404
−0.046226
0.045091
0.081339

255
810.6/184.1 > GPCho:38:4a
0.071279
0.089701
−0.008048
0.040233
0.022309
0.00248
−0.046829
−0.040764
0.035134
0.106113

256
812.6/184.1 > GPCho:38:3a
0.040752
0.042488
0.01149
0.037184
−0.012103
0.056388
−0.050787
0.008779
0.034757
0.211919

257
814.6/184.1 > GPCho:38:2a
−0.101215
−0.02696
0.005051
−0.048896
0.059851
−0.021255
−0.020352
−0.029672
−0.042583
0.050552

258
816.6/184.1 > GPCho:38:1a
−0.05705
−0.095747
−0.023054
−0.004616
0.013234
0.014425
0.064777
0.02605
−0.06046
0.145845

259
820.6/184.1 > GPCho:40:5p, 40:6e
0.023947
0.078142
0.021214
0.097958
0.024527
−0.027127
0.033937
−0.111574
−0.004866
0.048983

260
822.6/184.1 > GPCho:40:4p, 40:5e
0.044762
−0.005182
0.050869
0.044365
0.05637
−0.034361
−0.013686
−0.134507
−0.088897
0.081665

261
824.6/184.1 > GPCho:40:3p, 40:4e
0.052974
−0.046883
0.068826
0.014327
0.036215
−0.033089
−0.017867
−0.083761
−0.105818
0.11952

262
826.6/184.1 > GPCho:40:2p, 40:3e
0.010001
−0.12956
0.044847
−0.040108
−0.001773
0.026732
−0.007872
−0.025733
−0.085101
0.016391

263
828.6/184.1 > GPCho:40:1p, 40:2e
−0.015141
−0.132902
0.032242
−0.029576
−0.012996
0.018583
0.007025
−0.040015
−0.06731
0.014214

264
834.6/184.1 > GPCho:40:6a
0.040614
0.095
−0.004745
0.079754
0.005645
0.014455
−0.025571
−0.093364
0.060107
0.060799

265
836.6/184.1 > GPCho:40:5a
0.068856
0.042146
−0.000522
0.040172
0.009759
0.058588
−0.046164
−0.081015
−0.004006
0.1548

266
838.6/184.1 > GPCho:40:4a
0.077603
−0.026438
0.022522
−0.004386
−0.006712
0.066404
−0.06019
0.003269
−0.044381
0.200587

267
701.5/184.1 > SM:18/16:1
−0.089848
0.002181
0.002716
−0.016799
0.022837
−0.030978
0.027065
−0.00854
−0.057702
−0.071381

268
703.5/184.1 > SM:18/16:0
−0.105221
0.004473
−0.0134
−0.036002
0.049374
−0.04447
0.005814
−0.020747
−0.056549
−0.033373

269
703.8/184.4 > SM:d18:1/16:0
−0.103167
0.012292
−0.000974
−0.043748
0.048261
−0.068015
0.016252
−0.011723
−0.059058
−0.009879

270
705.8/184.4 > SM:d18:0/16:0
−0.10111
0.019274
−0.015837
−0.041166
0.051
−0.048808
−0.005407
−0.018521
−0.050686
−0.007906

271
727.6/184.1 > SM:18/18:2
−0.05848
−0.061412
−0.047297
0.003062
0.012162
−0.037409
0.054503
0.014715
−0.08799
−0.061328

272
729.6/184.1 > SM:18/18:1
−0.082035
−0.011438
−0.015516
−0.027227
0.037531
−0.040702
−0.042407
−0.0276
−0.036516
−0.075854

273
731.6/184.1 > SM:18/18:0
−0.088671
−0.010116
−0.031646
−0.06492
0.057198
−0.030793
−0.082206
−0.032731
−0.013565
−0.038131

274
731.8/184.4 > SM:d18:1/18:0
−0.089501
−0.007174
−0.024596
−0.069701
0.056663
−0.038676
−0.078685
−0.030703
−0.015452
−0.031022

275
733.8/184.4 > SM:d18:0/18:0
−0.048642
−0.025332
−0.013933
−0.065977
0.021671
0.019558
−0.166252
0.035629
0.055576
−0.023618

276
757.6/184.1 > SM:18/20:1
−0.016991
−0.117175
0.036875
−0.024353
−0.036201
0.008701
0.049008
0.056958
−0.041343
−0.026955

277
759.6/184.1 > SM:18/20:0
0.089742
−0.003793
−0.028993
−0.014657
−0.008988
−0.034712
0.071292
0.02206
−0.051126
−0.141294

278
759.8/184.4 > SM:d18:1/20:0
0.085843
0.002176
−0.026012
−0.018627
−0.021856
−0.043389
0.071158
0.023403
−0.05513
−0.135114

279
761.8/184.4 > SM:d18:0/20:0
0.060668
−0.017256
0.058344
−0.077215
−0.054004
0.029398
−0.119415
0.025738
0.058429
−0.05184

280
773.6/184.1 > SM:18/21:0
−0.032084
−0.045648
−0.016927
0.052526
−0.05981
0.018418
0.154423
−0.031955
−0.050753
0.02903

281
787.6/184.1 > SM:18/22:0
0.021598
−0.037127
−0.052645
0.063258
−0.052025
0.047722
0.149756
0.048275
0.071647
0.049915

282
787.9/184.4 > SM:d18:1/22:0
−0.002484
−0.032344
−0.063978
0.060078
−0.055733
0.022289
0.15537
0.048622
0.051344
0.100949

283
789.9/184.4 > SM:d18:0/22:0
0.028444
−0.097828
0.009246
−0.013179
−0.068929
0.070087
−0.00716
0.092682
0.067136
0.114144

284
813.6/184.1 > SM:18/24:1
−0.107755
0.001391
−0.005732
−0.035175
0.057598
−0.034166
−0.021359
−0.034773
−0.027296
0.032511

285
813.9/184.4 > SM:d18:1/24:1
−0.105613
0.00315
−0.00194
−0.037619
0.045735
−0.048089
−0.018551
−0.044849
−0.03301
0.031363

286
815.6/184.1 > SM:18/24:0
−0.093163
0.00752
−0.018626
0.011499
0.034274
−0.017384
0.069419
0.004054
−0.042508
0.119719

287
815.9/184.4 > SM:d18:0/24:1
−0.08677
−0.001985
−0.048429
0.019049
0.023715
−0.035214
0.058698
0.011744
−0.050553
0.129608

288
817.9/184.4 > SM:d18:0/24:0
−0.006997
−0.113491
−0.025628
0.024044
−0.004947
0.002876
0.038844
0.045192
−0.092539
0.128288

289
841.9/184.4 > SM:d18:1/26:1
−0.007211
−0.12501
−0.00499
−0.05424
−0.000959
0.04198
−0.022305
−0.013866
−0.099513
0.069307

290
843.9/184.4 > SM:d18:0/26:1
0.06532
−0.06494
0.025238
0.041842
0.019385
0.00848
−0.068973
−0.01133
−0.088713
−0.001669

291
843.9/184.4 > SM:d18:1/26:0
0.065454
−0.064564
0.025197
0.042653
0.01994
0.008708
−0.069316
−0.010785
−0.090238
−0.000209

292
845.9/184.4 > SM:d18:0/26:0
0.068076
−0.052995
0.045274
0.043158
0.013142
0.011058
−0.089395
−0.009437
−0.072677
−0.01572

293
538.7/264.4 > Cer:d18:1/16:0
−0.081016
−0.010525
0.0435
0.044477
0.089691
−0.013367
−0.044382
−0.00268
0.013564
−0.050076

294
540.7/266.4 > Cer:d18:0/16:0
−0.112485
−0.000564
−0.014432
0.002156
0.061077
−0.020032
−0.025314
0.00438
0.018586
−0.017536

295
566.7/264.4 > Cer:d18:1/18:0
−0.089215
−0.025665
−0.011344
−0.031944
0.075444
−0.011666
−0.0892
−0.025136
0.034673
−0.048529

296
568.7/266.4 > Cer:d18:0/18:0
−0.094687
−0.004748
−0.017403
−0.046974
0.063428
−0.012101
−0.05485
−0.01445
0.027952
0.029321

297
594.7/264.4 > Cer:d18:1/20:0
−0.099301
−0.02082
−0.005265
−0.034713
0.051093
−0.000802
−0.062113
−0.020425
0.045725
−0.027313

298
596.7/266.4 > Cer:d18:0/20:0
−0.081588
−0.005223
0.051759
0.023963
0.071202
−0.006757
0.005869
0.051774
0.074221
0.040393

299
622.8/264.4 > Cer:d18:1/22:0
−0.107359
−0.00684
−0.00577
−0.006929
0.026546
0.011512
−0.01012
−0.00928
0.078934
0.00713

300
624.8/266.4 > Cer:d18:0/22:0
0.005601
−0.054356
0.02156
0.011075
0.073113
−0.107223
−0.018159
0.017867
0.138786
0.009036

301
648.9/264.4 > Cer:d18:1/24:1
−0.105272
−0.013146
0.017687
−0.017929
0.057117
−0.008987
−0.050342
−0.020318
0.041278
−0.028525

302
650.9/266.4 > Cer:d18:0/24:1
−0.11178
0.005341
−0.011021
−0.027064
0.031315
0.018727
−0.046266
−0.022087
0.04713
0.002543

303
650.9/264.4 > Cer:d18:1/24:0
−0.096524
0.030924
−0.015339
−0.00021
−0.012711
0.015442
0.056123
0.001602
0.029288
0.069864

304
652.9/266.4 > Cer:d18:0/24:0
−0.0979
0.031959
−0.018338
0.010057
−0.018645
0.022537
0.038292
0.004512
0.041248
0.077308

305
676.9/264.4 > Cer:d18:1/26:1
−0.094591
−0.007914
0.030002
−0.044384
0.042528
0.011061
−0.037918
−0.053122
−0.015123
−0.007082

306
678.9/266.4 > Cer:d18:0/26:1
−0.063488
−0.041391
0.023797
0.01491
0.03028
0.038374
−0.045161
−0.013405
0.054411
−0.032798

307
678.9/264.4 > Cer:d18:1/26:0
−0.039672
−0.043235
0.041707
0.065748
−0.028546
0.02705
0.046157
−0.017714
0.01747
−0.046229

308
680.9/266.4 > Cer:d18:0/26:0
−0.007076
−0.062418
0.006679
0.051488
0.019419
−0.026283
−0.022358
−0.036038
0.038794
−0.064387

309
700.7/264.4 > MonoHexCer:d18:1/16:0
−0.112008
0.009775
−0.025024
−0.032283
0.019932
−0.024793
0.019286
0.00942
0.00843
0.010868

310
702.7/266.4 > MonoHexCer:d18:0/16:0
−0.101652
−0.0035
0.014003
−0.052051
0.021878
0.023011
0.029614
−0.022705
0.010232
0.042833

311
728.7/264.4 > MonoHexCer:d18:1/18:0
−0.11268
0.011339
−0.004475
−0.01753
0.035311
−0.020173
−0.003757
0.019504
0.00322
0.000046

312
730.7/266.4 > MonoHexCer:d18:0/18:0
−0.064829
−0.049433
−0.068011
−0.000205
−0.021072
0.007282
0.014183
−0.031964
0.039015
0.050009

313
756.7/264.4 > MonoHexCer:d18:1/20:0
−0.111871
0.021529
−0.006646
−0.019463
0.002738
−0.020212
0.020009
0.0149981
0.024961
0.035352

314
758.7/266.4 > MonoHexCer:d18:0/20:0
−0.074925
−0.027204
−0.007913
−0.017198
−0.052128
0.017976
0.045622
0.0229
0.030301
0.018782

315
784.8/264.4 > MonoHexCer:d18:1/22:0
−0.105203
0.015772
−0.031269
−0.004289
0.020606
−0.015912
0.069754
0.033202
−0.002453
0.05733

316
786.8/266.4 > MonoHexCer:d18:0/22:0
−0.064289
−0.06386
−0.037273
−0.004763
−0.00237
−0.022515
0.036404
−0.00914
−0.01623
−0.022777

317
810.9/264.4 > MonoHexCer:d18:1/24:1
−0.106991
0.016607
−0.017266
−0.014919
0.044607
−0.030925
0.009093
0.015308
0.004225
0.021383

318
812.9/266.4 > MonoHexCer:d18:0/24:1
−0.096559
0.033608
0.005667
−0.018894
0.036743
−0.023477
0.043847
0.010492
−0.002766
0.000474

319
812.9/264.4 > MonoHexCer:d18:1/24:0
−0.102008
0.016485
−0.035639
0.011794
0.035872
−0.011865
0.063975
0.029624
0.000328
0.067694

320
814.9/266.4 > MonoHexCer:d18:0/24:0
−0.099983
0.003935
−0.049061
0.009426
0.040071
0.007889
0.034255
0.031468
0.021017
0.062764

321
838.9/264.4 > MonoHexCer:d18:1/26:1
−0.102111
−0.001734
−0.026483
0.029993
0.005824
−0.016945
0.012547
−0.023989
0.031495
−0.023884

322
840.9/266.4 > MonoHexCer:d18:0/26:1
−0.041806
−0.033011
−0.033784
−0.002945
−0.019284
0.017952
−0.001866
0.039045
0.083205
−0.020896

323
840.9/264.4 > MonoHexCer:d18:1/26:0
−0.096049
0.000741
0.026923
−0.022177
−0.019367
0.003254
0.01334
0.007626
0.036832
−0.037079

324
842.9/266.4 > MonoHexCer:d18:0/26:0
−0.047144
−0.066416
−0.100332
−0.00996
−0.013143
0.010247
−0.045386
−0.050684
0.063429
0.040054

325
862.7/264.4 > DiHexCer:d18:1/16:0
−0.107527
0.012342
−0.024305
−0.023702
0.036937
−0.031428
0.016616
0.02813
−0.00979
0.052736

326
864.7/266.4 > DiHexCer:d18:0/16:0
−0.094513
0.007059
−0.010365
−0.014959
0.03917
−0.039561
0.010417
0.019568
0.018782
0.077485

327
890.7/264.4 > DiHexCer:d18:1/18:0
−0.11493
0.003269
−0.028963
−0.01662
0.025012
−0.006018
0.006738
0.008245
0.017552
0.025609

328
892.7/266.4 > DiHexCer:d18:0/18:0
−0.059357
−0.02586
0.028377
−0.018225
0.039848
−0.013563
0.033087
−0.010374
0.087077
0.0352

329
918.7/264.4 > DiHexCer:d18:1/20:0
−0.112016
0.024726
−0.013977
−0.00528
−0.000369
−0.006728
0.000889
0.00523
0.029157
0.025759

330
920.7/266.4 > DiHexCer:d18:0/20:0
0.009265
−0.046859
−0.068153
0.024459
0.030085
−0.060962
−0.004424
−0.022557
0.125026
0.059924

331
946.8/264.4 > DiHexCer:d18:1/22:0
−0.109722
0.008637
−0.033221
0.006162
0.024736
−0.010614
0.042134
0.046191
0.001941
0.055494

332
948.8/266.4 > DiHexCer:d18:0/22:0
−0.011444
−0.019112
−0.012358
−0.015384
0.030834
−0.08189
0.031404
0.020608
0.120842
0.063106

333
972.9/264.4 > DiHexCer:d18:1/24:1
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334
974.9/266.4 > DiHexCer:d18:0/24:1
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335
974.9/264.4 > DiHexCer:d18:1/24:0
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336
976.9/266.4 > DiHexCer:d18:0/24:0
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337
1000.9/264.4 > DiHexCer:d18:1/26:1
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338
1002.9/266.4 > DiHexCer:d18:0/26:1
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339
1002.9/264.4 > DiHexCer:d18:1/26:0
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340
1004.9/266.4 > DiHexCer:d18:0/26:0
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L
M
N
O
P
Q
R
S
T
U
V
W
X
Y

1
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2
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0.007093
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3
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4
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5
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6
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7
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8
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9
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10
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12
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13
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14
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15
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25
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26
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27
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36
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38
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40
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43
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Z
AA
AB
AC
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AH
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AL
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30
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38
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40
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310
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311
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312
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313
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314
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315
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316
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317
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318
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319
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320
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321
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322
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323
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324
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325
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326
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327
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328
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329
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330
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331
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332
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333
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334
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335
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336
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337
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338
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339
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340
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AN
AO
AP
AQ
AR
AS
AT
AU
AV
AW
AX
AY
AZ
BA

1
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2
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0.043814
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3
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4
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5
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6
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7
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8
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9
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10
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11
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12
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13
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14
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15
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16
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17
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18
0.099075
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19
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20
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21
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22
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23
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24
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25
0.01453
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26
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27
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28
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29
0.114037
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30
0.077007
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0.004593
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31
0.050648
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32
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33
0.100642
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34
0.02719
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35
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36
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37
0.008672
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38
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39
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40
0.043378
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41
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42
0.026107
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43
0.032392
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44
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45
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46
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47
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48
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49
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50
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300
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327
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334
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336
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338
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BB
BC
BD
BE
BF
BG
BH
BI
BJ
BK
BL
BM
BN
BO

1
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3
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8
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10
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11
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13
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14
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18
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19
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20
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22
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28
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29
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30
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31
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32
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33
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34
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35
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37
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287
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288
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289
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290
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291
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292
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293
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294
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295
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296
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297
0.032867
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298
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0.013798
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299
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0.029679
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0.01127
0.002298
0.020886
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300
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301
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302
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303
0.066901
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304
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305
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306
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307
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308
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309
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310
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311
0.01765
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0.015938
0.01081
0.002526
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312
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313
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314
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315
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316
0.100097
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317
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318
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319
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320
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321
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322
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323
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324
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325
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326
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0.029448
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0.006528
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327
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0.002801
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328
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329
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330
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0.022816
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0.018354
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331
0.014213
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0.012869
0.010591
0.009444
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332
0.097166
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0.010722
0.009178
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333
0.036923
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0.003902
0.004675
0.004962
0.006162
0.002625
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334
0.018324
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0.022751
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335
0.018895
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0.051448
0.0337
0.017023
0.003404
0.007499
0.002329
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0.003046
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336
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0.0543
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0.021037
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337
0.012281
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0.00833
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338
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339
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340
0.14654
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0.053253
0.003671
0.024747
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0.019827
−0.001083
−0.024685
0.060453

BP
BQ
BR
BS
BT
BU
BV
BW
BX
BY
BZ
CA
CB
CC

1
−0.000522
−0.012269
0.001736
−0.017976
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0.090379
0.033455
0.084822
0.038747
0.02253
0.001446
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2
0.063464
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0.018892
0.018081
−0.027699
0.037345
−0.043809
−0.012525
0.023955
0.009337
0.029219
0.011625
0.030384
0.084847

3
−0.019109
0.021646
−0.019841
0.00479
−0.179469
−0.161725
−0.185124
−0.010748
0.006108
−0.012111
−0.002176
0.011988
0.021656
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4
0.003982
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−0.033524
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−0.078211
−0.052493
−0.031053
−0.05478
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0.075439

5
−0.068853
0.065538
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0.020031
−0.059173
−0.042753
0.031929
−0.06712
−0.026151
−0.038864
−0.019459
−0.040569
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0.040051

6
−0.053345
0.02987
0.017776
0.031716
0.048529
0.005508
−0.043114
0.086272
0.047566
0.040497
0.042456
0.054921
0.05419
0.010235

7
0.021606
0.009431
−0.066338
−0.050243
−0.042581
−0.031521
−0.056152
−0.032166
−0.018789
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8
−0.005598
−0.009743
−0.015155
0.034778
−0.078571
−0.067813
−0.086889
0.048958
0.027292
0.069337
0.025249
0.033089
−0.016832
0.030096

9
−0.044829
−0.091375
0.086816
0.053107
0.071572
0.059864
0.029954
−0.003492
0.071112
0.048449
0.080526
0.068645
0.028163
0.009752

10
−0.032176
−0.031508
−0.023663
0.050596
−0.007208
0.133655
0.028947
−0.035078
−0.011103
−0.031791
−0.009493
0.004229
−0.008211
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11
0.050198
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0.06941
−0.006795
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−0.027636
−0.103652
−0.115135
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0.000026
0.035495
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12
0.006432
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0.003684
0.064866
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−0.125332
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0.037381
0.028747
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0.034254
0.042979
0.047475
0.092448

13
−0.025919
0.026995
−0.080485
−0.067735
−0.063314
0.062532
0.190709
0.034945
−0.117409
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−0.099636
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−0.102977
−0.164738

14
−0.055291
0.019341
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0.006964
0.01426
−0.087397
0.109121
−0.084014
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17
0.07257
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0.024032
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−0.077133
−0.105206
−0.084935
0.003145
0.030491
0.001306
0.006231
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16
0.051162
0.055849
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0.002934
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0.02634
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17
0.040733
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0.023949
0.067452
0.040934
0.019262
−0.000101
0.017424
0.037464
−0.00821
0.013977

18
0.012825
−0.112922
0.02806
0.046619
−0.046
0.000628
0.01911
0.002038
−0.013113
−0.02847
−0.00766
−0.022992
0.028746
−0.045122

19
−0.073732
−0.02532
0.068942
0.000971
0.060096
−0.007517
−0.001965
−0.107446
0.029869
0.03845
0.032103
0.029843
0.052247
0.001169

20
−0.056355
0.021164
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−0.057451
−0.026781
0.007094
−0.010689
0.102715
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−0.044898
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0.019486

21
0.002614
0.031614
0.053923
−0.101107
0.001108
0.01654
−0.036441
−0.058745
−0.040228
−0.057091
−0.039705
−0.056479
−0.045157
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22
−0.135259
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0.05585
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0.017695
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0.023398
0.120118

23
0.012479
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0.024978
0.013535
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−0.040742
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0.000878
0.0101
0.004884
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24
−0.043966
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0.040423
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0.023087
−0.003084
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0.001211
0.00549
0.02342

25
−0.012795
0.01441
0.030114
0.035338
−0.005419
−0.082612
0.1019
−0.023933
0.018203
0.020096
0.022293
0.018249
0.011624
−0.013744

26
−0.03249
−0.043017
0.052599
−0.007662
0.025403
0.028603
0.013398
−0.010461
0.01149
−0.003944
0.017948
0.038346
−0.035926
0.038598

27
0.138527
0.008182
0.047526
0.064193
−0.055938
−0.013456
0.096713
−0.075413
0.028497
0.034
0.0212
0.008981
0.002165
0.050653

28
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278
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279
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280
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281
0.0077
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282
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283
0.005743
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0.0003
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284
0.004717
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0.01
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285
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286
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0.002097
0.000826
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0.001112
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287
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288
0.01153
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0.051735

289
0.009144
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290
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291
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292
0.010845
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293
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0.023274
0.012394
0.003371
0.01827
0.026076
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0.001471

294
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0.005348
0.005879
0.010524
0.00703
0.008003
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0.015841
0.00215
0.008181
0.00726
0.002426
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0.003173

295
0.021699
0.03354
0.006242
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0.00149
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0.002919
0.001048
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0.000752
0.004029
−0.012
0.004813

296
0.026153
0.002044
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0.009826
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0.010548

297
0.034832
0.026397
0.013856
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−0.019446
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−0.001592
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0.011593

298
−0.017813
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0.003595
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0.021772
0.005054
0.005151
0.005113
0.000477
−0.000413
0.00896
−0.019347

299
0.022464
0.003855
0.011091
−0.025508
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−0.007774
−0.014789
0.001758
−0.005258
0.009813
−0.008035
−0.012116
−0.010596
0.002245

300
−0.056856
0.00738
−0.002822
−0.016012
0.045873
0.008537
0.012279
0.007207
0.041741
0.017146
0.033284
0.049703
0.033401
−0.068378

301
0.002656
0.001
0.003488
−0.015966
0.001055
−0.008277
0.014319
0.011428
0.00033
−0.00757
−0.00343
−0.00558
−0.002338
0.005724

302
−0.015837
0.006716
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0.0127
0.015933
0.016514
0.014772
−0.004186
−0.011096
−0.00937
−0.011073
0.003032
−0.008136

303
0.003322
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0.001536
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0.011485
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0.022939
−0.008022
0.009748
−0.012011
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304
0.005916
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0.012759
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0.03042
−0.010777
0.016058
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305
−0.011497
0.008756
0.000579
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0.024705
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0.008237
0.005824
0.004028
0.008162
0.009287
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0.005193

306
0.013052
−0.034697
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0.028154
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−0.008026
−0.002173
0.024795
0.000974
0.001931
0.008958
0.019768
−0.046783
0.00884

307
0.030994
0.001444
0.006091
0.025571
0.004661
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0.007293
0.045212
−0.014713
0.056654
0.009095
0.013063
0.029545
−0.053712

308
0.000505
−0.012624
0.024827
0.027906
0.01023
0.004557
−0.000328
0.037345
0.019153
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0.024708
0.030024
0.023252
−0.009315

309
−0.029607
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0.002991
0.001651
0.014538
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−0.015038
−0.006132
0.014223

310
−0.022877
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0.008727
0.001008
0.02101
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−0.015168
−0.012249

311
−0.011022
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0.011423
−0.002339
0.01438
0.001358
−0.000122
−0.002374
−0.002481
−0.00683
−0.013303

312
0.01864
0.029574
0.06197
0.033438
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−0.003686
0.018148
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0.027457
0.02206
0.027116
−0.007075

313
−0.022908
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0.016357
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0.002066
0.009231
0.002987
0.008351
0.011359
−0.001573
0.000594

314
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0.044427
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0.02971
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0.03925
0.001109
0.032766
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0.00623
0.00962
−0.000698

315
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0.011915
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0.00509
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0.002097
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0.001244
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0.016677

316
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0.020399
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0.001237
0.026606
0.014942
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0.002875
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0.009341

317
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0.016984
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0.019973
0.012382
0.01036
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0.004831
0.013753
0.011679
0.035332

318
0.009039
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0.008554
0.024225
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0.019201
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0.017707
0.014974

319
−0.00671
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0.006598
0.008241
0.00793
0.004927
0.007866
−0.001401
0.0048
0.00723
0.000844
0.002895
0.009694
0.02062

320
0.002467
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0.008274
0.021725
0.010105
0.014605
0.00122
0.002404
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0.001024
0.00292
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0.004111

321
0.026163
0.016754
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0.000392
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0.003785
0.02906
0.001519
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322
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0.042635
0.011486
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0.03983
0.04275
0.01848
0.02554
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0.00308
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0.016341
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323
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0.028983
0.004044
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0.002259
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0.000289
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0.006502
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324
−0.03746
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0.004707
0.001173
0.009574
0.021855
0.004248
0.034976
−0.001213
0.01386
0.000836
−0.000072
−0.008911
0.031743

325
−0.018019
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0.002117
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0.006584
0.009875
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0.022723

326
−0.060795
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0.011656
0.008451
0.01355
0.009596
0.00914
0.004276
−0.013411
0.003803
0.011264
0.002917
−0.008657

327
−0.013871
0.009866
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0.016781
0.004143
0.005804
0.007687
0.000094
−0.006791
0.000522
−0.000352
0.00836
−0.011091

328
−0.039179
−0.001558
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0.006588
−0.013797
−0.014002
0.00444
−0.002395
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0.001758
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0.004737

329
−0.013289
0.019557
0.004772
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0.005035
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0.012397
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0.001512
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0.0003061
0.0083061
0.019721
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330
−0.048833
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0.003139
0.004355
0.00486
0.021213
−0.007567
0.004448
0.012786
−0.009398
0.013985
0.010741
0.022634
−0.061727

331
−0.026046
0.011616
0.009011
0.004819
0.021734
0.02159
−0.009259
0.017676
0.005345
0.000174
0.010518
0.012063
−0.007171
−0.013143

332
−0.041591
−0.05387
−0.004227
−0.01893
0.049524
0.056525
−0.021324
0.029192
0.01204
0.028184
0.010319
0.002245
0.006031
−0.080954

333
−0.026067
−0.02103
0.005986
0.005607
0.004126
0.007638
0.024373
0.011982
0.001595
−0.000442
0.00448
0.00385
−0.001869
0.004735

334
−0.029267
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0.024514
0.014876
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−0.029035
0.003136
−0.029395
−0.029023
−0.012738
−0.016863
0.011011
0.005701

335
−0.031632
−0.022745
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0.014839
0.016824
0.009157
0.026338
0.014032
0.005557
0.007546
0.009617
0.002887
0.001763
−0.0104

336
−0.015991
−0.013858
−0.004946
0.004931
0.004841
0.018237
0.022116
0.020599
0.017754
0.015383
0.007247
0.005299
0.025106
0.025096

337
0.011421
−0.019882
0.013776
0.009805
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−0.01452
0.010439
−0.00449
−0.00285
−0.011331
0.001161
0.004026
−0.001858
0.037041

338
0.010867
−0.01501
0.011255
0.003156
0.034493
0.062505
0.042285
0.022347
−0.005328
0.013632
−0.002461
−0.00539
0.010927
−0.043419

339
−0.005496
0.001887
−0.000364
0.00491
0.018672
−0.001972
0.007453
0.027423
0.018509
0.015587
0.015518
0.021054
0.017989
0.009717

340
0.027683
−0.015515
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−0.000746
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−0.027034
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−0.016578
0.001564
0.020836
0.006021
0.024531
−0.020487
−0.042121

CD
CE
CF
CG
CH
CI
CJ
CK
CL
CM
CN
CO
CP
CQ

1
0.066818
−0.210412
−0.217454
−0.174249
−0.096732
−0.086756
−0.186418
−0.201214
−0.180807
−0.17117
−0.169824
−0.050161
−0.180162
−0.131196

2
0.026226
0.007784
−0.031672
−0.007383
0.118568
0.027493
−0.036946
0.001103
−0.04509
−0.064564
−0.033201
−0.049424
0.016612
−0.03759

3
−0.007067
0.067203
0.025445
−0.01962
−0.10449
−0.176888
−0.111812
0.016777
0.025765
−0.008044
0.035135
0.022507
−0.018592
0.001181

4
−0.071011
−0.024685
−0.015477
0.029021
−0.181552
−0.071092
−0.055954
0.071784
0.011214
−0.049055
0.01787
−0.047051
−0.031536
0.025153

5
0.039677
−0.012742
−0.014193
−0.00336
−0.006065
−0.033136
−0.011012
−0.052147
−0.02681
−0.046194
−0.000454
0.002415
−0.003862
−0.039346

6
0.058812
0.0183
0.013233
−0.011302
0.003909
0.020924
0.006997
−0.016163
0.015934
0.026273
0.021894
−0.002215
−0.009695
0.080101

7
0.021064
−0.04676
−0.017496
−0.016814
−0.048999
−0.039901
−0.005272
−0.021013
−0.01994
−0.060979
−0.039677
0.061395
−0.010279
−0.150413

8
0.013002
0.062974
0.020849
−0.042301
−0.167557
−0.067033
−0.047293
0.010035
−0.001244
−0.011057
−0.018367
0.045443
−0.002137
0.047844

9
0.012308
0.034621
0.034886
0.023245
0.032216
0.136267
0.059792
0.022139
−0.002567
0.014115
0.028259
0.013469
0.036514
0.030503

10
−0.042682
0.037947
−0.009105
0.032921
−0.000789
−0.007177
−0.021744
0.007354
−0.015609
−0.035146
0.091766
0.220504
0.042893
0.088278

11
−0.048703
0.00267
0.01622
0.011495
0.059116
−0.045702
0.012002
0.007364
0.031251
0.040496
0.01595
0.089012
−0.006325
−0.020433

12
0.106786
0.012114
−0.007915
−0.007718
−0.056268
−0.082927
−0.02962
0.023147
−0.013561
−0.015471
0.043267
0.046123
0.039179
0.042022

13
−0.017626
−0.045031
−0.027875
−0.021177
−0.012662
0.022819
−0.009298
−0.016651
−0.009989
−0.030766
−0.031457
0.015095
−0.051848
0.001202

14
−0.083866
−0.017964
0.044515
0.070609
−0.104138
0.026796
0.039735
0.013075
0.052715
0.081276
0.042193
−0.023928
0.107646
−0.01201

15
0.018617
−0.008374
−0.007583
0.038636
0.027199
0.041551
0.047113
−0.018084
−0.001884
0.002728
0.00076
−0.01296
−0.042902
0.005664

16
0.037963
0.052362
−0.003026
0.008997
−0.02819
−0.060569
−0.029683
−0.01409
0.001705
0.00185
0.045503
−0.008003
−0.021797
−0.066566

17
0.053201
0.014558
0.001202
0.021872
−0.029346
0.022486
0.035556
0.020683
0.007069
−0.023732
0.001982
0.123513
0.031446
0.02001

18
−0.04003
−0.023731
−0.014535
−0.011728
0.016302
−0.047541
−0.028496
−0.045448
−0.027131
−0.001799
−0.008676
0.006476
0.002313
0.060198

19
−0.027084
0.032377
0.041477
0.058535
0.019426
0.004143
0.003501
0.0296
0.048268
0.037263
0.033002
0.040109
0.041462
0.028354

20
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270
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271
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272
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273
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274
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275
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276
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277
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278
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279
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280
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281
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282
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283
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284
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285
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286
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287
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288
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289
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290
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291
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292
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293
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294
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295
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0.016822
0.016049
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296
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0.024057
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297
0.011041
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298
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0.007532
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0.004889
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0.0196

299
−0.017552
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0.033947
0.000689
0.00186
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0.011253
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0.01124
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300
−0.02345
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0.014662
0.01723
0.014764
0.019518
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301
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0.004498
0.001321
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0.007988
0.007151

302
0.013928
0.003426
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0.003256
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0.002084

303
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304
0.01061
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305
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306
0.011669
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307
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308
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309
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310
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0.009041
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311
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0.004187
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312
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313
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314
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315
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316
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317
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318
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319
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320
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321
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322
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323
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324
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325
0.022183
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326
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0.002887
0.002793
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0.003261
0.033005
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0.0295

327
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0.011495
0.006302
0.005876
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0.004256
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328
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0.00297
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0.010069
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329
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0.000979
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0.00307
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330
0.001421
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0.001655
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331
0.008224
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332
0.000158
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333
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334
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0.008625
0.031638
0.018095
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0.002678
0.026369
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335
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336
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337
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338
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0.008006
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0.003045
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0.0304

339
0.01945
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340
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0.022917
0.023275
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0.009031

CR
CS
CT
CU
CV
CW
CX
CY
CZ
DA
DB
DC
DD
DE

1
−0.063541
−0.066896
−0.018596
0.012904
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0.034279
0.052207
−0.113455
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0.012057
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0.014357
0.024303
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2
−0.031712
0.119365
−0.008381
0.072252
0.003514
0.097712
0.059483
0.112097
0.042507
0.024264
0.03955
−0.023483
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−0.016026

3
0.011909
−0.079622
−0.039148
0.008872
−0.069688
0.010554
−0.011569
−0.006864
0.037947
−0.000118
−0.08079
0.005832
−0.058419
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4
−0.141534
0.009463
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−0.032974
−0.015103
−0.055616
−0.012946
−0.038035
−0.018334
0.044546
0.0932
0.090273
0.003323
0.12321

5
−0.017848
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−0.01519
−0.020426
−0.043595
−0.026367
−0.013848
0.015566
−0.032569
−0.025663
−0.00861
0.042188
0.028861
0.116588

6
−0.005383
0.024559
0.094896
0.004441
0.0558
0.04156
0.014753
0.007169
−0.006784
−0.057558
−0.051782
0.022124
0.081867
−0.006603

7
0.035768
−0.065363
−0.052357
−0.044619
−0.015872
−0.043355
−0.031944
0.006064
0.068529
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0.091157
0.049596
−0.019011
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8
−0.120913
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0.084342
0.012473
0.050335
−0.039128
−0.00561
−0.005499
0.035431
0.027993
−0.046993
0.049783
0.0227
0.045745

9
0.009666
−0.064648
0.00493
−0.047241
0.029876
−0.024361
−0.041687
0.017282
0.030879
0.031445
−0.187455
0.116654
0.111435
−0.013895

10
−0.026031
−0.01644
−0.053283
−0.007139
−0.028193
−0.009044
−0.016788
−0.075949
−0.02098
−0.040877
−0.027765
0.075488
0.0268
0.000049

11
−0.03509
−0.072499
0.00103
−0.011069
0.036446
−0.021967
−0.046611
−0.036935
0.017073
0.024611
−0.020244
−0.004166
−0.08501
−0.023422

12
0.028634
0.034598
0.015499
0.028316
0.017598
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261
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262
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263
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264
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265
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266
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267
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268
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269
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270
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271
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272
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273
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274
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275
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276
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277
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278
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279
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280
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281
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282
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283
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284
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285
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286
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287
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288
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289
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290
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291
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292
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293
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294
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295
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296
0.021402
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297
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298
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299
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0.015407
0.008634
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0.007238
0.009498

300
−0.02521
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301
0.022241
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302
0.010013
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303
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304
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305
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306
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307
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308
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309
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310
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311
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312
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0.012823
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313
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314
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315
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316
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317
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318
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319
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320
0.012331
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0.023365
0.013114
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321
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722
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323
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324
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0.010819
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325
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326
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0.011526
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0.001424
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327
0.018797
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328
0.063557
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0.0100881
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0.0991291
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329
0.037157
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330
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331
0.010239
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332
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333
0.005618
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0.00251
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334
0.001577
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335
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0.005825
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336
0.003713
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0.003068
0.03123
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337
0.016824
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338
0.026725
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339
0.022538
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340
−0.039217
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0.014944
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DF
DG
DH
DI
DJ
DK
DL
DM
DN
DO
DP
DQ
DR
DS

1
−0.064118
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−0.023388
0.000836
0.012589
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0.046117
−0.009486
−0.027035
0.011334
0.074871
0.048013
−0.073623
0.001608

2
−0.064697
0.058843
0.038761
0.004794
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−0.014732
−0.017078
−0.004076

332
0.033928
0.019597
−0.004618
0.006968
−0.053242
−0.008962
0.058778
0.017132
0.069847
0.007258
−0.002956
0.011402
−0.057392
0.011881

333
0.016998
0.009457
0.006503
−0.012957
0.017657
0.007927
−0.024794
0.001579
0.005089
−0.012856
−0.001549
−0.004892
−0.040677
0.003877

334
−0.081545
−0.00005
−0.008436
0.036945
−0.02832
0.065952
−0.045992
0.015463
−0.008585
0.014548
0.013534
0.034536
−0.024706
−0.015105

335
−0.019192
0.026768
0.005315
−0.013091
0.005034
0.000139
0.025236
−0.040489
0.027073
−0.01116
−0.004734
−0.018479
−0.013203
0.013562

336
0.003149
0.040416
0.058336
0.00059
0.005789
−0.03648
0.009776
0.050532
0.034879
−0.024909
0.001609
0.008204
0.042911
0.006931

337
−0.001525
0.003845
0.039632
0.014861
0.016553
−0.030424
−0.015318
−0.043514
−0.007534
0.02178
0.009756
−0.013321
−0.035263
0.017907

338
−0.090544
0.043189
−0.001168
−0.001669
−0.032735
0.011429
0.003842
0.026015
0.042348
0.016964
0.033695
0.036251
−0.002613
−0.032951

339
−0.040055
0.003033
−0.009047
−0.018748
−0.031939
−0.04217
−0.013008
−0.006408
−0.001384
0.030139
−0.035532
−0.00622
−0.048245
−0.000344

340
0.019583
−0.01172
−0.005469
0.009429
0.012681
0.015671
−0.012724
0.011278
−0.011792
−0.045325
−0.008932
−0.0092
0.000021
−0.027191

DT
DU
DV
DW
DX
DY
DZ
EA
EB
EC
ED
EE
EF
EG

1
0.057072
0.098056
0.018633
0.015397
0.017317
0.010887
0.011164
0.028164
−0.039851
−0.053264
−0.048275
0.012191
0.056079
0.057586

2
−0.064457
−0.097709
−0.018875
−0.054905
−0.111531
0.009391
0.137688
0.012079
0.099505
0.033557
0.015591
0.007063
−0.016329
−0.042138

3
−0.009663
−0.105045
0.004613
0.027758
0.004129
0.024537
−0.173021
0.001295
0.017164
−0.013735
0.055168
0.05229
−0.004565
−0.015405

4
−0.009037
0.068598
0.004971
0.002233
0.027089
−0.058943
0.016425
−0.099968
−0.074755
0.01053
−0.041034
−0.095389
0.059857
−0.086692

5
0.052042
−0.026851
−0.06671
0.028245
−0.056437
−0.016167
−0.114122
−0.046122
−0.050048
0.018419
−0.091749
−0.024165
−0.050045
−0.052759

6
0.047335
0.021547
0.007661
−0.037201
−0.035944
0.01167
−0.033079
−0.067312
0.006663
−0.009966
0.094079
−0.007628
0.010441
0.051009

7
0.002286
−0.136826
0.063883
0.044011
0.009951
0.002913
−0.040126
−0.045367
−0.041561
−0.098601
−0.117911
0.017165
−0.025088
−0.115405

8
−0.167402
−0.079525
−0.05671
0.02305
−0.003932
0.01056
0.039079
0.036155
0.038761
0.00278
0.030201
0.072729
0.011572
−0.001142

9
0.052421
0.021364
−0.030586
0.046659
0.048916
0.028503
0.060659
0.14572
−0.043361
0.039109
0.048936
−0.013733
0.020551
−0.001289

10
0.039277
0.065422
0.012175
−0.032518
0.001565
0.098594
−0.00913
0.094238
0.012824
0.028603
0.063664
−0.039919
0.004581
0.132362

11
−0.068361
−0.000221
0.046925
−0.031425
−0.012746
−0.074925
0.01729
0.023266
0.042931
−0.027956
−0.007056
0.08548
−0.000407
0.026619

12
0.011594
0.041986
−0.003265
0.026128
0.058376
0.034368
0.035981
0.044342
0.062356
−0.03188
0.039868
0.005237
−0.005982
−0.03959

13
−0.041135
−0.019962
−0.085392
−0.020549
0.041136
−0.007776
−0.073426
0.012659
0.015724
−0.013391
−0.00695
0.030376
−0.006982
−0.036727

14
0.05546
0.070031
0.004958
0.000082
0.013412
0.074201
0.077087
0.050987
0.114167
0.033562
0.005
0.007874
0.000724
−0.014704

15
−0.031157
−0.017121
−0.029887
−0.007414
0.004177
−0.034621
−0.063205
0.020653
0.043724
−0.003806
0.04077
0.003287
0.000681
0.045895

16
0.016608
−0.043781
0.026473
−0.018496
−0.042728
0.077571
0.080679
0.022906
−0.055382
−0.002801
0.004104
−0.066833
−0.029956
0.075573

17
−0.033018
−0.036376
−0.017826
0.000834
0.032732
0.039322
0.009161
−0.070105
−0.075618
−0.019292
−0.038503
−0.036382
−0.020469
−0.043322

18
−0.051712
0.030746
−0.115776
−0.008068
0.006409
−0.008798
0.113893
−0.083852
0.009949
0.014232
−0.032286
0.12701
−0.031179
−0.015286

19
0.031341
−0.042903
0.078172
0.094772
0.057967
0.021111
0.115495
0.019036
0.028021
−0.008513
0.054525
0.082719
0.033725
−0.041722

20
−0.004914
−0.063139
−0.023502
0.0706
−0.006742
0.045419
0.062578
0.025982
0.029378
−0.02875
0.043772
−0.017528
−0.018665
−0.035007

21
−0.067134
−0.037097
0.009951
−0.093405
−0.035011
−0.014718
−0.003529
−0.057986
−0.165332
0.022264
0.026697
−0.000098
−0.018312
−0.072467

22
0.006309
0.041195
−0.071024
0.029198
0.0076
0.033089
−0.026436
−0.047598
0.004126
−0.018159
−0.002232
−0.121252
0.001196
−0.006674

23
0.079175
−0.008468
−0.087038
−0.062792
−0.022388
−0.032899
0.075946
−0.005704
−0.097696
−0.06536
0.007068
0.045634
0.062774
0.088654

24
−0.068347
−0.067847
0.020139
0.008463
0.031732
−0.014173
−0.049555
0.070922
0.058602
0.000442
0.101031
−0.031021
0.000269
−0.022827

25
−0.065515
−0.012289
−0.052826
−0.072469
−0.105158
−0.019947
0.014972
0.088599
−0.09161
0.016301
0.020487
−0.050078
0.020169
−0.048249

26
−0.055801
−0.045849
0.026326
−0.0102636
−0.03581
0.032956
0.210398
0.054306
0.024646
0.136978
−0.101122
0.021656
−0.013269
−0.063499

27
0.043513
−0.013941
0.001473
0.021015
0.029937
0.051018
0.105148
0.091414
0.054146
0.055212
0.023688
0.089018
−0.009981
0.10587

28
−0.022063
−0.040354
0.025205
0.035611
0.011184
−0.022805
−0.036846
−0.078978
0.134312
0.001049
0.029872
0.106113
0.043326
0.160103

29
0.010021
0.010129
0.019876
−0.007729
0.017895
−0.005957
−0.009436
−0.023691
0.009453
0.001182
0.009047
0.056076
0.015394
0.022272

30
0.011893
0.039411
0.08219
−0.051323
−0.077122
0.030718
−0.01876
−0.026128
0.018579
0.028585
−0.029802
0.15961
0.024606
0.0146

31
0.054418
0.055985
−0.003725
−0.032378
−0.03071
0.010008
−0.026302
0.046516
0.206422
0.120361
0.125916
−0.124661
0.009283
−0.03027

32
−0.026604
−0.010428
−0.083025
−0.041895
0.046609
−0.024411
−0.11033
0.07168
−0.028111
−0.01749
−0.047475
0.031286
−0.027487
0.003097

33
−0.014329
−0.003934
0.062439
−0.0034
0.043184
−0.044761
−0.119518
−0.04877
0.119581
−0.057292
−0.046268
0.073517
−0.013545
−0.046228

34
−0.025619
−0.083538
0.02843
−0.016501
0.041983
−0.004535
0.00582
−0.095747
−0.068138
0.004972
0.052572
−0.096297
−0.004047
0.001384

35
−0.047818
0.026558
−0.038168
−0.099373
−0.049032
−0.021581
−0.023672
−0.013613
0.015153
−0.053014
0.006351
0.060455
−0.047914
0.05894

36
−0.040103
0.035703
−0.058792
0.021986
0.043878
−0.002003
0.055614
0.082619
0.072779
0.005254
−0.125786
0.056933
0.008186
0.02078

37
−0.080605
−0.02912
−0.058435
0.016048
0.032526
0.066764
−0.135037
−0.058566
−0.013269
0.052486
0.04086
−0.089656
−0.022149
0.009515

38
−0.049797
0.009062
0.038711
−0.100916
−0.069881
−0.006968
0.103285
0.019371
−0.010119
0.005166
0.035555
−0.091774
0.024528
0.020239

39
−0.045159
0.022959
−0.037009
−0.026225
−0.067589
0.090799
−0.14352
0.064249
0.010323
0.038944
0.053503
−0.023937
0.072339
−0.060199

40
0.006544
0.011105
−0.013858
0.01213
0.024133
0.016148
−0.000612
0.046745
−0.026946
−0.016931
0.003403
−0.011327
0.016852
−0.007209

41
−0.008409
−0.046763
0.00548
−0.014381
−0.017708
0.027239
0.065215
0.011139
−0.131057
0.048525
−0.066515
−0.080569
−0.059712
−0.011275

42
0.015431
−0.03886
0.003638
0.020564
−0.023167
−0.013474
−0.193756
0.052218
−0.126718
0.053085
−0.171342
0.075275
0.058446
−0.056137

43
0.010193
0.023925
−0.146463
0.024929
−0.027707
−0.098775
0.060688
0.008016
0.206364
−0.107649
−0.070764
0.060239
−0.131054
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44
0.04253
0.05379
−0.008091
0.07477
0.006048
−0.041532
−0.048121
−0.006983
0.020133
0.052957
−0.110382
0.155058
0.0298
0.128613

45
−0.036633
0.028414
0.003291
−0.070488
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−0.006483
0.076122
0.064023
0.035968
0.011107
0.115883
−0.018456
0.01825
−0.043247

46
−0.02357
−0.005893
−0.003454
0.068349
0.030347
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0.153239
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0.050542
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47
0.148566
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0.067486
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0.013549
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0.012233
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48
0.053144
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0.006953
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0.006991
0.030485
0.059685
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49
−0.00434
0.02828
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0.04002
0.003261
0.01647
0.062535
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0.026984
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0.015283

50
0.007369
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0.012174
0.010109
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0.021265
0.107204
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0.009658
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51
−0.076299
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52
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0.069576
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0.354232
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53
0.085954
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0.112326
0.027458
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0.051566
0.038618
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54
0.121656
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0.027583
0.013604
0.054028
0.08267
0.037027
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0.063917

55
−0.05054
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0.022138
0.080012
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56
0.017044
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57
0.049418
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0.032329
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58
−0.058621
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59
−0.08435
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0.07978
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60
0.012774
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0.004913
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0.027216
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61
0.002633
0.001907
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0.02464
0.010155
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0.028048
0.02926
0.016675
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0.000195
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0.012578

62
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0.029035
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63
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64
0.00467
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65
0.015255
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0.029172
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0.003801
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66
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67
0.029804
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0.020272
0.026938
0.016928
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68
0.013457
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0.026387
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69
0.005176
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70
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71
0.000194
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72
0.002918
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73
0.000176
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321
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322
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323
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324
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325
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326
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327
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328
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329
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330
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331
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332
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333
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334
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335
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336
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337
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338
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339
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340
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EH
EI
EJ
EK
EL
EM
EN
EO
EP
EQ
ER
ES
ET
EU

1
0.04727
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2
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3
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4
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5
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6
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7
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8
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9
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10
0.086604
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11
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12
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13
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14
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15
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16
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17
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18
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19
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20
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21
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22
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23
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24
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25
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26
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27
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28
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29
0.026883
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30
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31
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32
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33
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34
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35
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36
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37
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38
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39
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40
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41
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42
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43
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44
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45
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46
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47
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48
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49
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50
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51
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53
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60
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61
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62
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320
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324
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327
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328
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329
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330
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338
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340
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EV
EW
EX
EY
EZ
FA
FB
FC
FD
FE
FF
FG
FH
FI

1
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3
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5
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6
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7
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8
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10
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11
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12
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13
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14
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15
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16
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17
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18
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19
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20
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21
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22
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23
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24
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25
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26
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27
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28
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29
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30
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31
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32
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33
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34
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35
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36
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37
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38
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39
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40
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41
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42
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44
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53
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301
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302
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303
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304
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305
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306
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307
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308
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309
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310
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311
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312
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313
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314
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315
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316
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317
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318
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319
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320
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321
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322
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323
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324
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325
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326
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327
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328
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329
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330
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331
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332
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333
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334
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335
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336
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337
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338
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339
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340
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FJ
FK
FL
FM
FN
FO
FP
FQ
FR
FS
FT
FU
FV
FW

1
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2
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3
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4
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5
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6
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7
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8
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9
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10
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11
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12
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13
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14
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15
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16
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17
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18
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19
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20
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21
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22
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23
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24
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25
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26
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27
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28
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29
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30
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31
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32
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33
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34
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35
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36
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37
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38
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39
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40
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41
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0.006797
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0.002428
0.009276
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291
0.001706
0.00782
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0.001597
0.018952
0.03342
0.00755
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−0.012548
0.0024
0.010886
−0.031938
−0.013774

292
0.008535
0.024642
0.003775
−0.007068
0.015621
0.030425
0.01246
−0.0042
−0.009073
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−0.00039
0.017435
−0.028054
−0.013179

293
−0.072767
0.012217
0.005555
0.005621
0.004417
0.010857
−0.009
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−0.012615
−0.031814
−0.016966
0.000614
0.010498

294
0.017879
0.002672
0.017587
0.009101
0.010357
0.018185
0.008953
−0.001202
−0.006221
0.002439
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0.003787
0.012818
0.005335

295
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0.020181
0.00439
0.005484
0.012308
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−0.009782
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−0.009847
0.007566
0.002412
−0.005062

296
0.014181
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0.009721
0.000635
0.009406
0.02154
0.037555
0.002941
−0.010473
−0.003686
−0.011846
0.027313
0.015442
−0.012944

297
−0.043988
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0.031196
0.001146
0.002234
0.014027
−0.000346
−0.003301
0.000112
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−0.010745
−0.00053
−0.001052

298
0.02194
0.010091
0.004136
0.010009
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0.005123
−0.006391
−0.000053
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−0.010533
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0.006108
−0.004086
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299
−0.052141
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0.006301
0.03444
0.000765
0.002144
−0.000299
0.002919
0.00242
0.00376
−0.014791
−0.004171
−0.003332
0.025386

300
−0.032138
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0.004621
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−0.032203
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0.000702
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0.016959
0.03468
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301
−0.052292
0.009838
0.001172
0.014212
0.007915
0.007249
−0.005693
0.000408
0.002843
0.011665
−0.013433
−0.006058
0.00489
0.008176

302
−0.01609
0.0103
0.000149
0.002202
0.006203
0.004667
0.005899
−0.002639
0.002554
0.004553
−0.026064
0.006455
−0.009537
−0.01255

303
0.003443
0.007797
0.006238
0.027598
0.001389
0.006205
0.021223
−0.001736
−0.001381
−0.008578
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0.015094
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0.013587

304
−0.007054
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0.033471
0.000385
0.00759
0.005794
0.000117
0.007493
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0.022387
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0.011678

305
−0.028079
0.061441
0.00056
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0.042847
0.035162
0.021589
0.005491
0.0058
0.019174
0.002513
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0.006484
0.013458

306
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0.018604
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0.022723
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0.038796
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307
0.002245
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0.019132
0.036145
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308
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0.083749
0.016979
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−0.004618
−0.007315
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0.005442
0.033965
−0.057578
−0.031173

309
−0.016437
0.007126
0.025673
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0.001583
−0.010755
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−0.004502
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0.0108
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0.000394
0.011885
0.007704

310
0.019685
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0.028597
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0.000137
−0.009624
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0.006436
0.026302
0.029267
0.002284
−0.001231
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311
−0.026665
0.01018
0.001888
0.027402
0.00456
0.004195
−0.004581
0.001427
0.001361
0.009878
−0.015513
0.009925
0.009971
−0.011109

312
0.035998
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0.016965
0.044466
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0.04172
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−0.022184
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313
−0.001655
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0.021446
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0.010126
0.000311
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0.006304
0.018906
0.007208
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0.004199

314
0.021756
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0.00659
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0.005494
0.029886
0.010292
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0.03069
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315
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0.01196
0.020989
0.001451
0.003333
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0.012361
0.012743
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0.012037
0.008669
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0.011462
0.01078

316
0.004479
0.042571
0.000176
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0.002374

317
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0.001285
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0.009622
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318
0.00878
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0.016131
0.005339
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0.014776
0.005267
0.03724
0.048356
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319
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0.009692
0.01398

320
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321
0.003415
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0.018759
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0.016171
0.01336
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322
0.035644
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0.007892
0.044791
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0.016436

323
0.014324
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0.010865
0.034632
0.025979
0.023816
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0.010591

324
−0.005611
0.040286
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0.009898
0.008778
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0.018713
0.025613
0.026243
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0.015716
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325
0.03968
0.014673
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0.010953
0.00925
0.020285
0.00711
0.000305
0.008319
0.002422
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0.022499
0.019821

326
0.024806
−0.011377
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0.002422
0.0136
0.003171
0.017911
−0.002197
0.0094
0.019426
0.03663
0.020954
−0.021657
0.012733

327
0.004096
0.00188
−0.018212
0.007086
0.008206
0.010788
0.012079
0.007845
0.003177
0.009505
0.006977
0.022549
0.004942
0.002361

328
−0.048957
0.071999
0.033803
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0.013616
−0.000665
0.017405
0.006633
−0.006884
−0.01813
−0.034283
−0.017283
0.1054
0.026056

329
−0.016623
0.001215
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0.0168
0.006891
0.004392
0.019931
0.007023
0.000717
0.027796
0.034344
0.018158
0.018476
0.006642

330
0.025511
−0.014624
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−0.024324
−0.015785
0.000729
0.032349
−0.010953
−0.030315
−0.047503
−0.032317
−0.016686

331
0.001943
0.007835
0.002315
0.007452
0.008121
0.010935
0.009131
0.014716
0.007562
0.012489
0.015062
0.008607
0.01455
0.00912

332
−0.060374
−0.037516
−0.015472
0.001226
0.003841
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0.006414
0.01488
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−0.046801
0.01099
−0.030849
−0.012495

333
−0.003977
0.016679
0.003765
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0.008106
0.002556
0.000753
0.010765
0.002556
0.012238
0.021386
−0.005334
0.007251
0.013216

334
0.00534
0.063416
−0.035207
−0.024943
0.006738
0.015936
0.039468
0.003517
−0.018138
0.015077
0.067384
−0.019612
−0.014676
−0.002759

335
0.00754
−0.007726
0.00436
0.013432
0.001191
0.002252
−0.004247
−0.009142
0.007038
0.006303
0.011986
0.004386
−0.006311
0.020247

336
−0.000353
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0.01767
0.015437
−0.019354
0.015282
0.01312
0.002998
0.004831
0.013664
−0.003051
−0.006761

337
−0.028587
0.006397
0.010517
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−0.009912
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0.016504
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0.018187

338
−0.040418
0.006474
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0.005477
0.03073
0.017096
0.011611
0.005884
0.016952
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0.010835
0.019651
0.009977

339
−0.049084
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0.005777
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0.002014
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340
−0.012568
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0.016853
0.026871
0.027705
0.007166
0.018196
0.033015
0.072845
0.016922
−0.092783
0.015718

FX
FY
FZ
GA
GB
GC
GD
GE
GF
GG
GH
GI
GJ
GK

1
0.027253
0.032531
0.021505
0.0347
0.033236
0.038951
0.03036
0.006051
0.029331
−0.007202
−0.024262
0.049023
0.041876
−0.006579

2
0.065258
0.09261
0.079706
0.088439
0.064077
0.068095
0.012138
0.128754
0.018948
0.015506
0.056212
0.042871
0.090724
−0.049806

3
0.020977
0.014858
0.022098
0.017769
0.038821
0.084327
0.000943
0.063487
0.04331
0.07521
0.09099
0.061525
0.024125
0.031528

4
−0.025005
−0.030097
−0.019451
−0.033346
−0.018532
−0.020642
−0.004697
0.000381
0.006384
0.020041
−0.004
−0.000954
0.023636
0.042119

5
0.005053
0.000329
−0.011277
−0.018839
0.014694
0.002578
0.118388
0.048065
−0.035687
0.008391
0.020329
−0.011357
−0.019139
0.005692

6
0.000921
−0.004756
0.004594
0.0262
0.043686
0.028533
0.001747
−0.10197
−0.035489
−0.008468
−0.014522
0.053772
−0.00228
−0.068148

7
−0.032319
−0.035846
−0.030825
−0.048678
0.005264
0.023738
0.050588
0.025376
−0.0147
−0.044638
−0.049359
−0.023703
−0.017161
−0.016866

8
−0.031833
−0.020042
−0.026259
−0.030914
−0.05274
0.006042
−0.183633
−0.118537
−0.024838
0.00147
−0.018594
−0.026051
−0.029783
−0.027716

9
−0.017501
−0.023125
−0.021015
−0.013408
0.000495
0.033441
0.027668
−0.007505
−0.0373
−0.014911
−0.058796
−0.013635
−0.023977
0.004405

10
−0.024
−0.018766
−0.004805
−0.011992
−0.016105
−0.014031
−0.039361
0.085091
−0.043701
0.00365
−0.013776
0.039467
−0.003011
−0.02285

11
−0.020869
−0.025799
−0.025938
−0.025405
−0.002955
−0.09207
−0.034641
0.038258
−0.001641
−0.003786
0.041512
−0.003351
−0.00543
0.028941

12
0.03389
−0.002692
−0.009124
−0.009557
0.041782
0.034384
0.016741
−0.057346
0.001558
−0.025748
−0.030218
0.009115
0.013674
0.149538

13
−0.06262
−0.05605
−0.071911
−0.004393
0.011211
0.019262
0.033945
0.013018
0.047311
0.079579
0.029452
−0.037617
−0.010159
0.170971

14
0.023621
0.031422
0.026502
0.044473
0.044748
0.059822
0.074132
−0.086484
0.017106
0.02501
0.030072
0.050091
0.057021
0.03132

15
−0.010032
0.016599
0.004314
−0.006163
−0.103256
−0.192361
−0.079463
−0.028097
−0.001308
0.001412
0.012745
−0.048925
0.020939
−0.053726

16
0.00703
0.036534
0.009286
−0.001018
0.001102
−0.013843
0.000033
0.038121
0.051506
0.05369
0.030297
0.005716
0.011252
−0.048883

17
−0.002327
−0.012709
−0.012124
−0.012091
0.03095
−0.012111
−0.029372
−0.151823
−0.05198
−0.088493
−0.096032
0.00397
−0.011578
0.019536

18
−0.037409
−0.018098
−0.001381
0.023121
−0.030914
0.004893
0.0382
−0.002815
−0.020269
−0.023508
−0.039239
0.012112
0.005249
0.042806

19
0.030573
0.048924
0.023297
−0.001835
0.012351
−0.003958
−0.010438
0.030329
0.048121
0.026914
0.026845
0.000088
0.008501
0.052303

20
−0.046125
−0.024025
−0.028061
−0.022598
−0.005259
0.062135
−0.005041
0.11627
0.04585
−0.011318
−0.069857
−0.006453
−0.056464
−0.046856

21
0.03333
0.021652
0.031083
−0.02497
0.001574
0.061039
0.003383
−0.012535
−0.012079
−0.005885
−0.063598
0.003346
0.03486
0.037539

22
0.037595
0.007535
−0.005288
0.029234
0.04211
0.038613
0.06729
−0.043073
−0.017248
−0.02372
0.017505
−0.005557
−0.009377
0.089358

23
−0.031511
−0.010667
−0.022589
0.012962
−0.024717
−0.000214
−0.035224
0.000578
−0.019911
−0.007335
−0.02261
−0.018522
0.003164
−0.053633

24
0.052442
0.053361
0.046826
0.024308
0.002682
−0.052023
−0.002307
0.013574
−0.035249
−0.059805
−0.050269
0.086802
0.12607
−0.062274

25
0.022416
0.027262
0.012756
0.02227
−0.009716
0.029027
−0.028444
0.001524
0.044161
0.065317
0.105152
0.003702
−0.009935
−0.010577

26
0.022755
0.014632
0.006502
−0.045535
−0.022794
0.058364
0.011699
0.018466
−0.052736
−0.005494
0.003056
−0.00398
0.044569
0.014151

27
0.046572
0.003078
0.011108
0.062909
0.122569
0.045623
−0.045007
−0.0024
0.011914
−0.024843
−0.002081
−0.002906
0.02858
0.101491

28
0.003903
0.030508
0.013819
−0.025774
−0.026507
−0.082606
−0.081701
−0.064005
0.036678
0.023122
−0.02519
0.013937
0.012976
−0.014048

29
0.007058
−0.003614
−0.00234
−0.008709
−0.001753
−0.001692
0.007909
0.01275
−0.017276
−0.005042
−0.014013
0.020717
0.015676
0.003597

30
−0.085816
−0.094505
−0.077
−0.047762
−0.025535
−0.000096
0.094748
0.017064
0.011232
0.000103
0.027624
0.010743
0.040371
−0.053864

31
−0.019831
−0.023073
−0.007005
−0.019393
−0.003834
0.027656
−0.000161
0.048548
−0.082322
−0.054243
−0.051418
−0.024246
−0.053374
−0.045146

32
−0.053137
−0.032731
−0.033586
−0.021382
−0.053904
−0.075554
−0.059996
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199
−0.012233
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0.001257
0.025047
0.006791
0.008827
0.008018
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0.033368

200
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0.005099
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0.046918
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0.00469
0.019501
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201
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202
0.010848
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203
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204
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205
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GL
GM
GN
GO
GP
GQ
GR
GS
GT
GU
GV
GW
GX
GY

1
0.032567
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0.036924
0.017773
0.004642
0.03566
0.001731
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0.005495
0.00301
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2
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0.028159
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3
0.079736
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0.049178
0.081161
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4
0.013731
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0.025898
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0.023043
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0.098014
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0.095426
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5
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0.098081
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6
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0.024113
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0.089897
0.003779
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7
0.011627
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8
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9
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10
−0.033759
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0.019066
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0.003341
0.0946
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0.040419
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11
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12
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13
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14
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15
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16
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17
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18
0.027334
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19
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0.065399
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20
0.002277
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21
0.013045
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22
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23
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24
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25
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26
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27
0.020833
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28
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29
0.010257
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30
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0.08594
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0.062388
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29
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32
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33
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34
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35
0.021689
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36
0.016183
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0.007247
0.008383
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0.075315
0.056072
0.020963
0.105269
0.022491
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37
0.0147
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0.045858
0.008269
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38
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39
0.043583
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40
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41
0.039903
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42
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43
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44
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45
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46
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47
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48
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49
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50
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51
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52
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53
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54
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55
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56
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57
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58
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59
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60
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61
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62
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63
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64
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65
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66
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67
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68
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69
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70
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71
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72
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73
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74
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−0.00305
0.057655
0.03558
0.005645
−0.004612
−0.060349
−0.006238
0.013798
0.032745
0.020458
−0.017917

323
0.023311
0.054747
0.014658
0.007401
−0.013179
0.003677
−0.035884
−0.004839
−0.037128
0.019039
0.002121
−0.045584
0.046332
0.025025

324
−0.001851
−0.017742
0.010314
0.000593
−0.010847
−0.02416
0.010972
−0.001948
−0.024016
−0.016161
−0.039487
−0.034604
0.032624
−0.05769

325
−0.000824
−0.013083
−0.01173
−0.010606
0.001576
0.008661
−0.012307
0.034338
0.010839
0.022702
−0.000828
0.014834
−0.04058
−0.01245

326
−0.021587
0.004819
−0.028222
−0.015682
0.014851
−0.032185
0.038629
−0.001877
0.019935
−0.008642
−0.002314
−0.024043
0.01785
0.004804

327
0.021086
0.014713
−0.000644
−0.005004
0.002573
0.003558
−0.020068
−0.009569
−0.001494
0.01145
−0.010282
0.018643
−0.020996
−0.015838

328
−0.027838
0.010315
0.001875
−0.016999
−0.035579
0.014091
−0.004779
0.0385161
−0.028851
−0.039701
0.036165
−0.070358
0.035695
−0.002215

329
0.029969
0.035667
−0.014879
−0.00197
0.01568
−0.017376
−0.006999
−0.008693
−0.024978
0.001234
−0.013885
−0.012216
−0.005387
0.018218

330
−0.01615
0.03185
−0.003296
−0.007984
0.007031
−0.028513
−0.003894
0.002554
−0.028755
0.007799
0.039233
−0.005993
0.038132
−0.009679

331
0.005104
0.0069
−0.000785
−0.00601
−0.007008
0.008771
−0.017587
0.018609
−0.006756
0.009561
0.001181
−0.00296
−0.006075
0.008035

332
0.003585
0.024495
0.008591
−0.009158
0.013339
−0.015256
0.029077
0.002902
0.046053
−0.020909
0.072198
0.033487
0.037816
0.031854

333
0.001826
−0.007958
−0.004025
−0.007112
−0.014439
−0.004046
−0.018614
0.020836
0.006563
0.010005
0.002163
0.009855
−0.05259
0.001344

334
0.030678
−0.001204
−0.000875
0.01035
0.014459
0.023447
−0.023762
0.00279
−0.039577
−0.017653
−0.001195
−0.029997
−0.10852
−0.009821

335
0.001723
0.005527
−0.007371
−0.003641
0.004225
−0.005232
0.002518
−0.015489
0.008719
0.014531
0.036884
−0.029278
−0.009057
0.02211

336
−0.020471
0.018199
0.022096
0.005849
−0.051977
−0.008978
−0.030796
−0.022343
−0.007133
−0.012861
−0.019404
0.018382
−0.02946
0.009771

337
0.004727
−0.013569
0.018853
0.020507
−0.010116
0.000232
−0.022352
0.021505
−0.030998
0.002946
−0.050001
−0.039628
0.04794
0.01483

338
0.018563
−0.017096
−0.007089
0.016195
0.011696
−0.018221
0.023369
−0.01047
−0.047692
−0.015483
0.008659
0.020823
−0.020885
−0.091081

339
−0.019627
−0.005172
0.010007
−0.01434
−0.015206
0.013647
−0.006219
−0.00386
0.00428
−0.035237
−0.015666
−0.034566
0.011716
0.001185

340
0.038497
0.029317
−0.0042
0.010442
0.000622
−0.0104
0.004686
0.023209
−0.048928
0.032057
−0.061409
−0.029646
0.025967
0.015137

GZ
HA
HB
HC
HD
HE
HF
HG
HH
HI
HJ
HK
HL
HM

1
0.089987
−0.088414
−0.066904
−0.0522031
0.033294
−0.007868
0.108139
0.044437
0.026049
−0.033745
−0.059343
−0.035637
−0.041927
0.015829

2
0.102424
−0.005825
−0.026729
0.032829
0.068685
−0.001245
0.014513
0.102118
0.131006
−0.015003
−0.065927
−0.041502
−0.078178
−0.049146

3
−0.032145
−0.00163
0.087679
0.102077
0.024168
0.003147
0.013027
0.016288
0.01488
−0.027763
−0.004755
0.022398
−0.037541
0.002641

4
−0.020727
0.076138
0.03539
−0.091877
0.029721
−0.008341
0.028802
−0.020191
0.060156
0.040602
0.053793
0.006033
−0.002699
0.073903

5
−0.060625
−0.086333
−0.096305
−0.041454
−0.050048
−0.027284
−0.000707
−0.009893
−0.068057
0.13066
0.057224
−0.030158
0.10675
0.077927

6
−0.084469
0.002039
0.08638
−0.046306
0.009272
−0.018116
0.039929
−0.008004
−0.048529
−0.03439
0.018519
−0.048512
−0.037658
0.012845

7
0.038625
0.005698
−0.096625
0.027851
0.102288
0.061309
−0.041386
−0.036804
0.036177
−0.03745
−0.065052
0.045745
−0.011231
−0.099197

8
−0.04932
−0.038366
−0.032058
−0.058801
0.032213
−0.037275
0.002062
−0.040069
−0.122864
0.029583
−0.011854
−0.034578
0.011605
−0.000911

9
0.007743
0.069878
0.054132
0.053169
0.034654
0.001278
0.041565
−0.032752
0.027319
−0.027705
0.046257
0.007491
0.01291
0.066866

10
0.330592
0.060602
−0.087938
−0.10318
0.039525
0.055965
−0.008117
−0.003941
0.001191
0.056333
−0.04086
−0.026361
−0.010429
−0.034981

11
0.144913
0.126101
0.073767
0.032485
−0.015569
−0.003789
−0.056089
0.017572
0.012069
−0.139229
−0.026587
−0.03481
−0.051817
0.024199

12
0.033059
0.037908
−0.043386
−0.091008
0.0880971
−0.020458
0.030863
0.047503
0.037147
0.002424
0.082396
−0.023824
0.005118
−0.050766

13
0.011933
−0.026859
0.053717
−0.029551
0.023677
−0.054798
0.025211
−0.038321
−0.03154
0.032246
−0.002408
0.017741
0.002816
−0.010848

14
0.009961
0.088772
−0.051445
0.010224
0.00167
0.079894
0.04827
0.021282
−0.046888
−0.03716
−0.047068
−0.011902
−0.019801
0.036056

15
0.059634
−0.002222
−0.175725
−0.137091
−0.085229
0.064967
0.05451
−0.023426
−0.044477
0.023267
−0.102207
−0.031943
−0.034033
−0.118758

16
−0.112744
0.050383
−0.079051
0.120219
0.056009
−0.080681
0.004072
−0.000185
−0.046245
0.029563
0.013056
0.000614
−0.018658
0.021594

17
−0.089649
0.043372
0.026951
0.064698
0.043772
0.112228
−0.099002
0.010763
−0.008006
−0.043058
0.04429
−0.072373
−0.0155
0.023142

18
0.012632
0.066368
0.048304
0.104974
−0.047756
−0.123003
0.085395
−0.031913
−0.047488
−0.058032
−0.044128
0.030532
−0.045098
−0.027534

19
−0.147979
−0.035384
0.075934
−0.05456
−0.064173
−0.084439
0.046601
0.014261
0.061004
−0.001664
−0.0298
−0.053153
−0.044411
−0.012012

20
−0.030769
0.085403
0.047685
−0.081812
0.063341
0.105278
−0.177674
−0.022203
−0.039492
−0.058171
−0.025602
0.031747
−0.003795
−0.027399

21
−0.166473
0.040576
−0.11624
−0.229553
−0.064395
−0.024889
0.008068
0.017181
0.04321
−0.038351
−0.0305
−0.064464
−0.006919
0.007269

22
−0.009673
−0.090299
0.068391
0.011848
−0.068353
−0.009967
−0.095645
0.014034
−0.017308
0.014995
0.001737
−0.015871
−0.020941
0.021783

23
−0.101924
0.065183
0.056961
−0.001929
−0.029905
−0.126059
−0.032584
−0.012402
0.023559
0.095437
0.003949
0.107989
0.119126
−0.03149

24
−0.010181
0.174312
−0.05229
0.072509
−0.029351
−0.059187
0.026096
0.011696
0.117406
−0.013675
−0.014812
0.001656
−0.030549
−0.037813

25
0.015794
−0.026039
0.118866
0.037883
−0.042321
0.001476
0.03272
0.02271
−0.110545
−0.005693
−0.020035
−0.118816
0.054447
−0.113885

26
−0.04064
−0.015308
0.016026
0.062473
0.036588
−0.062851
0.069613
0.013839
0.101212
0.040276
0.050487
0.030072
−0.000978
−0.006399

27
−0.084
0.088271
0.037136
0.041354
0.070671
−0.008287
−0.05046
0.049868
0.055814
0.020395
0.006452
−0.036466
0.003153
−0.017435

28
−0.076925
−0.059566
−0.042169
0.127849
0.208025
−0.001188
−0.025669
0.007019
−0.033206
−0.051494
−0.01506
0.042026
0.022343
−0.034875

29
0.006497
0.025521
0.006958
−0.013021
0.000975
0.002399
0.029756
0.000648
0.032452
−0.027327
−0.004329
0.001826
−0.011388
−0.004276

30
−4.154896
−4.03533
−0.086543
0.00981
0.051517
0.094358
−4.024679
−0.036662
−4.050883
−0.039971
0.016293
0.012382
−4.049135
0.03415

31
−0.06815
0.13866
0.074007
−0.06726
−0.120689
0.043795
−0.056077
−0.00847
0.003132
−0.009565
0.06273
0.102923
0.09581
0.048339

32
0.090504
0.027811
−0.034708
0.088876
−0.030442
0.006362
−0.059299
−0.039432
−0.110017
0.034524
0.034382
−0.001851
0.050311
0.065867

33
0.036022
0.04318
−0.086195
0.086065
−0.021427
0.157637
0.043262
−0.00884
0.112151
0.051787
−0.004992
−0.021967
−0.048346
0.027768

34
0.032479
−0.100294
0.101754
−0.03491
0.011714
−0.109319
−0.087675
−0.014257
−0.053029
−0.042109
−0.009778
0.011843
−0.0345411
−0.043944

35
−0.030423
−0.045882
0.000355
0.11444
0.013541
−0.139609
0.118732
−0.0189
−0.03366
−0.028484
0.058544
−0.055455
−0.0675
0.017064

36
−0.021512
0.101991
−0.066229
−0.039644
0.027353
0.021798
−0.184509
−0.027025
−0.127202
−0.069992
0.002846
−0.000719
−0.047846
0.030618

37
0.0341
0.038386
0.013741
−0.029793
−0.036974
0.02743
0.065323
−0.022767
−0.021299
−0.070327
−0.006121
−0.058717
−0.094959
−0.075925

38
0.000772
0.034521
−0.086729
0.090868
0.03254
−0.033252
0.120686
0.000974
0.064052
−0.019697
−0.003221
0.03074
0.01673
0.08723

39
−0.047021
−0.034766
0.010757
−0.035829
−0.03856
0.062325
−0.024864
−0.006522
−0.051583
−0.042294
−0.071733
0.015492
−0.013307
0.014604

40
−0.003086
0.028043
0.019779
−0.006808
−0.030987
−0.000556
−0.021605
−0.012739
−0.012319
−0.013555
0.001821
0.003113
0.005326
0.032375

41
0.059267
−0.055076
0.038094
0.062057
0.024915
0.001498
0.025044
−0.099578
−0.03914
−0.011073
−0.044557
−0.024593
0.016276
−0.037

42
0.13127
0.028789
0.012567
−0.155647
0.008444
0.034584
−0.247009
0.025848
0.024027
0.016873
−0.038352
0.054004
0.011644
0.008942

43
0.018147
0.02193
−0.026592
−0.102903
−0.154082
−0.054938
0.093321
−0.018074
−0.006713
0.042256
−0.021411
−0.064118
−0.066367
−0.013457

44
−0.013158
−0.027239
0.028507
0.045032
−0.028624
−0.08452
−0.046379
−0.000893
0.052266
−0.025137
0.090785
−0.009442
−0.018541
0.036292

45
0.005979
−0.027834
0.038197
0.043616
0.058975
0.066948
−0.134361
−0.02104
0.067833
0.057074
−0.006114
0.018113
0.013372
0.059523

46
0.026247
0.032549
−0.080566
−0.04124
0.012886
0.095857
0.137491
0.017399
−0.074685
0.010807
0.046451
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0.024506
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47
−0.064372
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−0.013561
0.157028
0.042467
0.028689
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0.127177
0.035427
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0.040623

48
0.030932
0.040261
0.003994
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0.00973
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0.011982
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0.057534

49
0.056245
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0.035347
0.063623
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−0.055468
0.025444
0.084242
0.02928
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0.004274
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50
−0.012231
0.063126
0.045774
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0.09895
0.068414
0.000565
0.092139
0.012313
0.042046
0.003943
0.044616
0.088125

51
−0.12871
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0.001639
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0.089139
0.164684
0.005904
0.007134
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0.026498
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0.004489

52
−0.069146
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0.009572
0.020892
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0.001235
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0.007182
0.013959

53
0.074054
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0.009148
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54
0.030572
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0.03619
0.042287
0.06534
0.067702
0.014451
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55
0.018189
0.079828
0.067197
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0.035935
0.037337
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56
0.060277
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0.0975
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57
0.09222
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0.122703
0.0685
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0.091528
0.053634
0.055635
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0.055429
0.105982
0.065609

58
0.044733
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0.069208
0.121194
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0.088829
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0.002441
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59
−0.02988
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0.134925
0.024804
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60
0.014403
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0.008003
0.024176
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0.012926
0.041235
0.011746
0.015177
0.036605
0.001099
0.038644
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61
0.025443
0.017743
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0.021358
0.010903
−0.029477
0.018175
0.003356
0.017969
0.034067
0.036126
0.008078
0.025171
0.015604

62
0.012538
0.009703
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0.015075
0.045167
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0.007561
0.029917
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0.002749
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63
−0.010861
0.002215
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0.044856
0.012604
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0.012771
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0.011052
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0.006767
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64
−0.017406
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314
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315
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0.008499
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0.012924

316
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317
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318
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319
0.019132
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0.003368
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0.005561
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0.017245
0.000697
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320
0.000902
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0.008252
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321
0.017322
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0.016678
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722
0.038438
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0.010958
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323
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0.013328
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0.005933
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324
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0.039739
0.05509
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0.038163
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0.004898
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325
0.006459
0.005086
0.000593
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0.006496
0.006167
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0.001979
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326
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0.003092
0.00049
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327
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0.001055
0.010543
0.011554
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0.002516
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328
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0.007742
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329
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0.020731
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0.028931
0.017373
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0.007009
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330
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0.019436
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0.00877
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0.006594

331
0.0082
0.014524
0.001637
0.004827
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0.000508
0.003302
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0.010012

332
0.005903
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0.003069
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0.01897
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333
0.006899
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0.011167
0.000256
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0.006539
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0.000275
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334
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0.018741
0.085519
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0.000098
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335
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0.000452
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0.023441
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336
0.030515
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0.017211
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0.01455
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337
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338
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339
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340
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0.009644
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HN
HO
HP
HQ
HR
HS
HT
HU
HV
HW
HX
HY
HZ
IA

1
0.010172
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0.001721
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0.003229
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0.037112
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2
−0.036528
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0.045574
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3
0.010975
0.01555
0.004848
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−0.092115
−0.115548
−0.051285
−0.069498
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0.017101
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4
0.003742
0.039229
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0.100983
0.085312
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0.014596
0.033935
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0.037601
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5
0.068279
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0.016782
0.051477
0.080672
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−0.001246
0.01731
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0.060225
0.030487
0.061792
0.026737
0.046869

6
−0.105715
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0.122995
0.139304
0.010827
0.05182
0.025478
−0.002424
−0.014098
0.083217
0.054596
0.009249
0.059571

7
−0.009289
0.011213
0.012379
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0.071035
−0.009909
0.062854
0.079607
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0.140216
0.146204
0.019991

8
0.03548
0.011628
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0.039248
0.043569
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0.025418
−0.018882
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0.023948
0.004415
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9
0.006303
0.037682
0.009179
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10
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0.051365
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0.137212
0.069004
0.068954
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0.07709
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0.103653

11
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12
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0.093053
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0.052116
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13
0.009396
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0.065954
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0.038183
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14
0.006823
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15
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14
0.01781
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0.046427
0.090113
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0.039756
0.039473
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17
0.00926
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0.031338
0.048435
0.000126
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0.025716
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18
−0.010177
0.025528
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0.0021
−0.011984
0.01529
−0.024026
0.126963
0.079637
−0.017496
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0.030441
0.008474
−0.03099

19
0.043491
0.048008
0.02611
0.04258
0.07488
0.066383
0.147825
0.113149
0.060262
0.030852
0.057937
0.04845
0.080368
0.070601

20
0.048663
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0.060529
0.04798
−4.007108
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0.041046
0.007939
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0.069307
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0.02304

21
−0.037645
0.016526
0.003563
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0.033661
0.058296
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0.040182
0.026384
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0.025931

22
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0.059146
0.019413
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23
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24
0.053526
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25
−0.048319
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0.028985
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0.075641
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26
−0.090835
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0.060562
0.068103
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0.039058
0.055093
0.082611
0.095885
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0.073999
0.030396
0.009615

27
0.017345
0.032706
0.004537
0.011888
0.018667
0.036307
0.068979
0.087647
−0.121569
−0.10665
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28
0.034956
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0.035393
0.004411
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0.04098
0.003722

29
−0.025089
0.003766
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0.011799
0.03355
0.006606
0.021983
0.013273
0.03816
0.014322
−0.001032
−0.000871
0.001066
0.021422

30
0.027324
−0.059303
−0.009063
0.007613
0.035652
0.07662
0.012648
−0.045186
−0.04054
−0.007019
0.071327
0.040435
−0.036223
−0.046514

31
0.075815
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0.010322
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0.047448
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0.06727
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0.03449

32
0.069756
0.126402
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0.009761
−0.0513
0.087723
−0.004491
0.032016
0.015585
0.028695
−0.040843
0.063238

33
−0.035225
0.021892
0.035312
0.031268
0.003543
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0.092436
−0.011099
−0.026204
0.081162
0.055154
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0.087912

34
0.022786
0.022967
0.016614
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0.010321
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−0.022629
0.016231
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0.004261
0.075824

35
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0.02395
0.011369
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36
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0.000361
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0.02808
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37
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0.023819
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0.022322
0.013864
0.081179
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38
0.036934
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0.033369
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0.00928
0.026046
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39
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0.030979
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0.003863
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40
−0.00383
0.024239
0.004049
0.002478
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0.003834
0.011379
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41
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0.037068
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42
0.025224
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0.040208
0.008642
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0.038013
0.013868
0.067954
0.013392
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0.033488
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43
−0.05373
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44
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45
0.005747
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46
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47
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48
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49
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50
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51
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52
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53
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54
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55
0.015799
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IB
IC
ID
IE
IF
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II
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IL
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IN
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29
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30
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37
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38
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39
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40
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42
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44
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46
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47
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297
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298
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299
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300
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301
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302
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303
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304
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305
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306
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307
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308
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309
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310
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311
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312
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313
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314
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315
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316
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317
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318
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319
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320
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321
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322
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323
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324
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325
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326
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327
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328
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329
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330
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331
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332
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333
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334
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335
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336
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337
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338
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339
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340
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IP
IQ
IR
IS
IT
IU
IV
IW
IX
IY
IZ
JA
JB
JC

1
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2
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3
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4
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5
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6
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7
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8
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9
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10
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11
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12
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13
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14
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15
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16
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17
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18
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19
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20
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21
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22
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23
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24
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25
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26
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27
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28
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29
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30
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31
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32
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33
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34
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35
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36
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37
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38
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39
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0.016364
0.016748
0.012928
−0.00348
−0.07267
0.003566
−0.000591
−0.02153
−0.022298

289
−0.008621
0.00993
0.006735
−0.023132
−0.001541
0.008082
0.0094
0.016661
−0.018745
−0.032321
0.004549
−0.033332
−0.036158
−0.050792

290
0.007889
−0.003468
−0.01833
−0.008456
−0.004568
0.012855
−0.009737
−0.00677
0.01676
−0.003884
0.008428
0.003565
−0.017152
−0.012453

291
0.006723
−0.002846
−0.016812
−0.00766
−0.002918
0.012389
−0.008731
−0.006583
0.015114
−0.006139
0.008154
0.003622
−0.018729
−0.012453

292
0.003721
−0.005129
−0.018802
−0.005798
−0.000459
0.012553
−0.010196
−0.007366
0.011758
−0.000944
0.00888
0.012939
−0.018299
−0.009991

293
0.001362
−0.02109
0.010917
0.031571
0.001432
−0.020096
−0.011332
−0.011786
−0.003355
0.004905
−0.007809
0.0283
0.016688
0.006543

294
0.003174
0.008143
0.015956
0.01023
0.010299
0.003992
0.011256
0.021068
0.009728
0.004227
−0.004976
−0.000862
0.00062
−0.001738

295
0.006618
0.002089
0.010333
0.012582
0.006336
0.001896
−0.000969
−0.008616
−0.01063
0.01876
−0.001185
0.005144
0.004948
−0.014544

296
−0.002567
0.013604
0.002325
−0.006721
−0.004431
0.006282
−0.004396
0.003386
0.000241
0.009639
−0.009456
−0.033017
−0.021844
−0.017573

297
0.011663
0.00118
0.003805
0.001344
−0.009692
−0.000453
−0.001497
−0.024313
−0.005814
0.009659
−0.001731
−0.00614
−0.003937
−0.013434

298
0.026279
−0.002147
−0.001969
0.002247
0.000442
−0.004122
0.003342
0.019912
0.009993
0.01067
0.005155
−0.01872
−0.000601
0.007183

299
0.011206
0.000807
−0.003548
0.013699
−0.006669
−0.007753
0.005111
0.00926
0.009974
−0.001251
−0.005782
0.003881
0.00022
0.002117

300
0.016874
−0.019794
−0.001897
0.041641
0.0081
−0.006387
0.00566
0.019644
−0.005357
0.00071
0.014861
0.015795
−0.013836
0.003074

301
−0.000609
−0.004653
−0.001478
0.016109
−0.001673
0.008347
0.007663
0.010588
−0.020598
0.013468
−0.005318
0.004105
0.006016
−0.011292

302
−0.007718
0.005677
0.004754
0.02587
0.016275
0.012715
0.016979
0.035812
−0.020077
−0.001652
−0.005558
0.003278
0.003058
−0.010691

303
0.020307
0.022514
0.006428
0.005595
−0.007048
0.000079
0.016472
0.025181
0.006624
−0.022902
0.000318
−0.002601
−0.010378
0.001843

304
0.0113
0.009351
−0.012552
0.014322
−0.010848
0.008633
0.022437
0.038433
0.014265
−0.019761
−0.00953
0.006877
−0.007357
0.006851

305
0.028816
−0.002707
0.004814
0.024905
0.012698
0.000824
−0.006256
0.007999
−0.01863
0.01215
0.011563
0.029132
0.011318
0.004404

306
−0.035976
−0.013636
0.009986
0.009251
−0.004216
0.00169
0.010527
−0.01473
−0.013391
−0.028412
−0.01516
−0.001156
−0.020737
−0.012916

307
−0.00614
0.022445
0.022159
−0.020201
−0.049419
−0.002229
0.008756
−0.015458
0.000929
−0.024104
0.009018
0.023906
0.015659
−0.003689

308
−0.000685
0.005995
0.000377
−0.027684
−0.024456
0.007823
−0.015653
−0.011773
−0.012003
0.013924
0.001709
−0.009309
0.019904
0.013065

309
−0.000972
−0.002429
−0.000409
0.020311
0.005163
−0.009483
−0.007817
0.01883
−0.000443
0.003094
−0.001512
0.012711
0.011188
0.008846

310
0.002355
0.003959
0.015063
0.019801
0.009107
−0.019484
−0.013409
0.021626
0.010805
−0.003468
0.005044
0.00973
0.025483
0.016829

311
0.00944
−0.00151
−0.003602
−0.012295
−0.01276
−0.00208
0.001209
0.015877
0.004573
0.007439
−0.011623
−0.017567
−0.00239
0.002511

312
0.012011
0.019799
−0.009634
−0.022253
−0.012576
0.009297
−0.013349
−0.017542
0.007717
−0.000521
0.016922
0.020596
0.013412
−0.007575

313
0.009673
0.000859
−0.000653
0.005684
−0.003702
0.002397
−0.006837
−0.022098
−0.014459
−0.004805
−0.005827
−0.002393
−0.002684
0.017255

314
−0.01538
−0.017221
−0.009942
−0.029144
−0.00757
−0.032533
−0.010604
−0.017935
0.02894
0.01601
−0.009684
−0.022923
0.003844
0.007362

315
0.020043
−0.002709
−0.001012
0.009719
−0.007165
−0.008371
−0.00904
−0.003606
−0.003117
−0.019114
0.008236
0.009726
0.001196
0.017462

316
0.004687
−0.00159
0.020404
0.042857
−0.01064
0.008728
−0.018675
−0.001037
−0.014343
0.022449
0.015504
0.006484
0.019331
0.008563

317
0.00129
−0.006523
0.006945
0.01135
0.009987
−0.017408
−0.006851
0.003347
−0.022242
0.007291
−0.006269j
−0.014192
−0.000629
−0.000543

318
0.012049
−0.011741
−0.011606
0.01281
0.001778
−0.006465
0.000086
0.04017
−0.005896
0.015559
−0.020714
−0.012319
0.019769
0.02217

319
0.017786
0.00278
−0.000773
0.00903
−0.01089
−0.014199
−0.008559
−0.009041
−0.011881
−0.022927
0.008333
0.005725
0.011105
0.019793

320
0.003473
0.009572
0.00443
0.012684
0.01003
−0.003557
0.009621
0.002285
−0.021437
−0.033126
−0.006283
0.005778
0.01712
0.022669

321
−0.000849
0.001128
−0.005835
−0.027233
−0.006208
0.023491
0.020787
−0.003141
0.001424
−0.014367
−0.010345
−0.026979
−0.024666
−0.015176

322
−0.028097
−0.032448
−0.012978
0.006791
0.020643
−0.009834
0.002836
0.067761
0.015421
0.03191
−0.006807
0.006688
0.014006
−0.004363

323
0.014684
−0.010938
−0.014631
−0.019757
−0.005352
0.011666
0.00882
0.013339
−0.011914
−0.00415
0.011312
0.013863
0.014403
0.004532

324
−0.032131
−0.006511
0.000643
0.025641
0.000377
−0.013553
0.004886
0.056065
0.015356
−0.007308
−0.023084
−0.028764
−0.004767
0.002865

325
−0.00253
0.010487
0.01274
0.003836
−0.001458
0.00428
0.001852
−0.003838
0.006156
−0.00312
−0.004175
−0.025411
−0.026233
−0.000126

326
−0.040656
0.025656
0.019365
−0.015417
0.003555
−0.002926
0.002582
−0.018706
0.005513
−0.007063
−0.021612
−0.019124
−0.015003
−0.00057

327
0.016837
0.012934
0.003614
0.015625
0.007685
0.008998
0.010352
0.029479
−0.002464
−0.004659
0.000025
0.007709
0.000205
−0.000306

328
−0.050593
0.006761
−0.003051
−0.022416
−0.020405
0.020842
0.009718
−0.03084
−0.011578
−0.011039
0.004669
0.006914
−0.00866
−0.014126

329
0.002899
0.009755
−0.010735
−0.005586
0.017275
0.012185
0.002934
0.01794
0.019564
−0.006103
−0.00391
−0.004176
−0.006432
−0.005201

330
−0.023173
−0.003718
−0.005839
−0.04357
0.035386
0.007538
0.018097
−0.004705
0.002985
0.008704
−0.011049
−0.0518971
−0.037959
−0.018224

331
0.009112
0.012801
0.014113
0.011211
−0.00146
0.003432
0.006707
0.009584
0.010573
−0.01974
0.003851
0.017189
0.003028
0.011233

332
−0.009889
0.015888
0.005081
−0.010577
−0.00593
0.01143
0.007901
−0.015362
0.016263
−0.002661
0.001425
−0.017226
−0.00691
0.001906

333
−0.009701
0.001301
0.009152
0.007184
0.000045
0.007815
0.001497
−0.009795
−0.011662
−0.004455
0.001675
−0.000394
−0.00324
0.005353

334
−0.011931
−0.000454
−0.027606
−0.025508
0.028753
0.032949
−0.012031
−0.038632
−0.021017
0.001596
0.01137
0.004383
−0.02634
−0.014387

335
−0.002736
0.011508
0.008733
0.006002
−0.014337
−0.004599
−0.000848
−0.012658
0.006665
−0.011481
0.00247
0.013423
0.016165
0.023264

336
0.012715
0.005409
0.019794
0.024643
0.006156
0.012595
0.011157
−0.01012
0.013148
0.009295
0.015565
0.035776
0.023877
−0.001203

337
−0.025129
−0.007818
−0.019308
0.008953
−0.008196
−0.002499
−0.020064
−0.023764
−0.00184
0.011293
−0.005409
−0.005334
−0.004537
0.008968

338
0.005374
0.018118
−0.009234
−0.02901
0.014177
0.016625
0.006827
0.043625
0.010205
0.021505
0.025504
0.004584
0.012086
−0.010171

339
−0.012776
−0.00101
−0.022379
−0.016674
−0.000179
0.016018
0.020598
0.000611
−0.009964
−0.008362
−0.01008
−0.009506
−0.023887
−0.018198

340
0.015428
0.026324
0.007821
−0.016506
0.001034
0.010384
−0.009389
−0.01912
−0.008245
0.00874
0.001008
−0.01742
0.001272
0.036956

JD
JE
JF
JG
JH
JI
JJ
JK
JL
JM
JN
JO
JP
JQ

1
−0.021449
0.037127
0.078446
0.052769
−0.013273
−0.01391
0.004019
0.019846
−0.006066
0.029375
0.066097
0.069208
0.10394
−0.073445

2
0.027619
−0.040331
−0.029144
0.014757
−0.053037
−0.024813
−0.012029
−0.043638
0.039996
−0.081786
−0.010877
−0.007755
−0.004334
0.030622

3
−0.038869
0.040514
0.061151
0.058673
−0.088978
−0.089601
−0.093467
−0.110949
−0.075771
−0.069963
−0.085958
−0.095351
−0.121636
0.020241

4
0.021607
0.029559
0.052225
0.037317
0.004106
−0.013327
0.002056
−0.01682
−0.042323
−0.061109
−0.045617
−0.044094
−0.06198
−0.025486

5
0.011515
−0.054772
−0.058271
0.045239
−0.084938
−0.066004
−0.051606
−0.050323
−0.01111
−0.058332
−0.051808
−0.04167
0.037392
0.010171

6
0.104284
−0.042585
−0.002855
0.042094
0.001948
−0.001193
0.01202
0.022202
0.108146
0.018429
−0.010594
−0.005334
0.004954
0.076692

7
−0.051081
−0.035625
−0.077867
−0.067458
0.056931
0.055778
0.071259
0.022466
0.109026
0.048267
−0.013088
−0.019392
−0.049708
0.003936

8
−0.016137
0.018787
−0.020074
−0.038974
0.02205
0.000205
−0.015213
−0.013695
0.058934
−0.016539
0.001183
0.007324
0.03882
−0.010918

9
−0.011981
−0.017472
−0.058706
−0.010765
−0.035815
−0.019497
−0.020422
−0.007452
0.029094
−0.055659
−0.033126
−0.034519
−0.013302
0.00632

10
0.020801
−0.03599
−0.023462
0.000284
0.057843
−0.024216
0.032324
0.055965
0.070047
−0.013818
−0.011383
−0.020518
0.019837
−

11
0.005874
0.055041
0.022673
−0.033106
−0.081361
0.020749
0.039269
0.044583
−0.064292
−0.028282
0.080473
0.088132
0.03346
−0.006106

12
0.008878
0.053192
0.015877
−0.026348
−0.076902
0.032067
0.032034
0.032527
−0.016938
−0.000731
0.063905
0.067349
0.055074
−0.038064

13
−0.013701
0.078617
0.068723
−0.012789
0.02835
0.042566
0.028072
0.032673
0.010562
−0.024992
−0.005753
−0.005547
−0.055821
−0.023714

14
−0.026016
0.007426
−0.006131
0.01087
−0.069712
−0.005792
−0.008173
0.012988
−0.132859
−0.097877
−0.046246
−0.048725
−0.047782
−0.068426

15
−0.002142
−0.001469
−0.00406
−0.045196
0.032131
−0.02857
−0.017101
−0.015959
0.055049
0.058236
−0.013576
−0.004187
0.012543
0.080592

16
−0.010509
−0.024402
−0.062998
−0.045164
0.063914
0.017866
0.021893
0.042504
0.10486
0.036385
0.013465
0.007989
0.0395
0.035515

17
0.025758
0.032883
0.038466
0.016466
0.038513
−0.002724
0.000674
0.0036
0.085536
0.024847
0.019099
0.011556
0.001805
−0.029843

18
0.026137
0.017248
−0.009746
−0.009689
0.043014
0.009132
−0.025033
−0.011926
0.036769
0.074484
0.03743
0.033745
−0.021316
0.043376

19
0.007737
0.051668
0.029599
0.002767
0.058909
0.057908
0.051724
0.067377
−0.037158
0.018355
0.016622
0.014992
0.028581
−0.0903

20
0.063884
0.000701
0.030347
0.043626
0.025706
0.00027
−0.014666
−0.023255
0.071538
0.050082
0.016352
0.009677
−0.008915
0.051854

21
0.004814
0.043226
0.037931
0.020353
−0.033813
−0.011181
−0.007431
0.002514
−0.015923
0.038121
0.02453
0.024074
0.04615
−0.051784

22
0.002371
0.004665
−0.006797
−0.023148
0.011699
0.092445
0.044923
0.066711
−0.000101
0.005862
0.060759
0.054118
−0.010898
0.007475

23
−0.021143
0.001474
−0.015291
−0.061244
−0.05906
−0.024338
−0.028942
−0.017964
−0.099356
−0.106052
−0.065056
−0.071423
−0.008312
−0.061073

24
−0.058547
−0.017429
0.018963
0.005768
0.036265
0.003241
0.009831
−0.046028
−0.09396
0.016588
0.002314
−0.002491
−0.051217
−0.017165

25
0.009653
−0.063674
−0.04551
0.031669
−0.022728
0.056288
0.042074
0.06789
0.022932
−0.003715
−0.019444
−0.017103
0.00897
0.054887

26
0.025245
−0.048921
−0.024461
−0.060172
0.155194
0.028036
−0.008346
−0.00622
0.011283
0.042538
0.069427
0.047987
0.038143
0.040979

27
−0.028144
0.048481
0.036257
0.033689
0.041992
0.033648
0.01766
0.036697
0.053717
−0.104801
−0.157376
−0.155153
−0.093451
−0.104775

28
−0.026862
0.003585
−0.035593
−0.024887
−0.043831
−0.045844
−0.042278
−0.043745
−0.049588
0.05035
0.047203
0.04776
−0.013235
−0.014524

29
−0.001818
0.006609
0.026744
0.004924
0.013824
−0.000244
0.001965
0.00619
−0.032649
0.031605
0.018555
0.019315
0.01618
−0.018769

30
−0.002492
−0.16239
−0.063256
0.045293
−0.001584
0.060659
0.077597
0.046413
−0.052304
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281
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282
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283
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284
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285
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286
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287
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288
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289
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290
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291
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292
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293
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294
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295
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296
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297
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298
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299
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300
0.011509
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301
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302
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303
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304
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305
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306
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307
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308
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309
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310
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311
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312
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313
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314
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315
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316
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317
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318
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319
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320
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321
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322
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323
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324
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325
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326
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327
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328
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329
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330
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331
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332
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333
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334
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335
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336
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337
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338
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339
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340
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JR
JS
JT
JU
JV
JW
JX
JY
JZ
KA
KB
KC
KD
KE

1
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2
0.017546
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0.018916
0.00668
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0.015076
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0.014435
0.07555

3
0.07775
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0.029658
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0.063885
0.056536
0.019465
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4
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0.070334
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5
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0.151601
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6
0.015226
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0.045889
0.065078
0.083917
0.04456
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0.040172
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7
0.0387
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8
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9
0.004275
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0.03872
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0.082157
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0.042227
0.064191
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10
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11
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12
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13
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14
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15
0.031107
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16
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17
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18
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19
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20
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21
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22
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0.047532
0.03098
0.0068
0.025256
−0.03747

23
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273
0.010133
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0.006396
0.004398
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0.015812
0.011799
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274
0.011175
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0.011437
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275
0.018613
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0.021554
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0.001479
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0.013065
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276
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0.002028
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0.009852
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0.015797

277
0.921244
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0.026768
0.027338
0.02407
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278
−0.078829
0.903698
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0.00989
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279
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0.018735
0.038635
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0.01476
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280
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281
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282
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283
0.014833
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284
0.026554
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0.945191
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285
0.028831
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286
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0.01634
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287
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288
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289
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290
0.000094
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0.011245
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0.892413

291
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0.010625
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0.00864
0.003868
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292
0.009303
0.010899
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0.012559
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0.008924
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0.009207
0.011793
0.005872
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293
0.007525
0.010929
0.002211
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0.005421
0.016508
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0.00017
0.012787
0.003806

294
−0.003739
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0.001802
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0.00358
0.004338
0.016564
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0.002131

295
0.008099
0.009388
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0.007553
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0.005952
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0.032018
0.03287
0.013878
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296
0.009299
0.003895
0.013073
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−0.000646
0.004123
0.032232
0.022544
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297
0.005574
0.001075
0.003793
0.008482
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0.022106
0.023738
0.004765
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298
−0.00511
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0.019487
0.005674
0.007312
−0.003211
0.006257
0.004837
0.012509
0.011723
0.002439
0.012031
−0.028795

299
−0.003731
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−0.00239
−0.001212
−0.017191
−0.008742
−0.000066
0.003359
0.009158
0.007716
0.011114
0.003684
0.01253
0.003566

300
−0.006837
−0.008919
−0.035865
−0.015593
0.006383
0.00345
−0.009117
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−0.00797
−0.012408
−0.010876
−0.006978
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301
0.008256
0.0038
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0.020665
0.013331
0.015977
0.004345
−0.01882
−0.02095
0.025379
0.024703
0.015408
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302
0.011286
0.011428
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0.011014
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0.0006
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0.007892
0.005766
0.006283
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303
−0.013242
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0.011158
0.005756
0.008106
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0.011061
0.013964

304
−0.015504
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0.00692
0.004769
0.009697
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0.0124
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305
0.017556
0.007979
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0.008043

306
0.005759
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0.03335
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0.008988
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0.006718
0.012199
0.026117
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307
−0.017216
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0.014689
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0.005341
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308
0.015313
0.026299
0.006932
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0.015992
0.014913
0.044574
−0.00118
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0.020975
0.003412
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309
0.000765
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0.0119871
0.00309
0.000146
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0.000252
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0.009652
0.008037
0.004883

310
0.002812
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0.002852
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0.003066
0.000498
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0.018876
0.007989
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311
−0.003049
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0.017153
0.015225
−0.002343
0.001753
0.00171
0.010221
0.005774
0.008421
0.006532
0.00233

312
0.023626
0.011023
0.023072
−0.017609
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0.013147
0.01158
0.011795
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313
0.014553
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0.010042
0.007731
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0.002769
0.014024
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314
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0.019832
0.010009
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315
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0.012775
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316
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0.03921
0.026614
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317
0.004732
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318
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0.006555
0.002918
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0.008326
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0.013996
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319
0.003022
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0.012919
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320
0.004633
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0.003419
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321
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322
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0.018902
0.009783
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0.004772

323
−0.005914
0.002888
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0.007253
0.01301
0.0394
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0.001639
0.021471
0.012261
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324
0.010707
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0.004749
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0.007937
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0.011141
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325
0.008414
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0.000686
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−0.000967
0.000791
0.005635
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0.007966

326
0.018852
0.022683
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0.013918
0.015669
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0.000867
0.009069
−0.010022
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0.014264

327
0.003522
0.007759
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0.003396
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328
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0.012548
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329
0.012914
0.021054
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0.001636
0.006943
−0.011537
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0.017723
0.000246
0.01385

330
−0.004249
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0.030632
0.008138
−0.002045
−0.004071
0.004406
0.001148
0.014436
0.008463
0.025071
−0.008083
0.019194

331
−0.001959
0.004051
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0.000317
0.001952
0.00319
0.004251
0.011145
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0.0056781
0.003383

332
−0.010345
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0.009612
−0.006505
−0.015571
0.011286
0.01109
0.013597
0.001254
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333
0.009238
0.008273
0.004358
0.00195
0.018049
0.014064
0.010627
−0.009803
−0.011445
0.000091
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0.004312

334
0.059118
0.05635
0.034248
0.048494
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0.004553
−0.010498
−0.020443
−0.013014
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0.007851
0.004288
0.005331

335
0.008472
0.00515
0.010044
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0.01076
0.005182
0.009951
−0.00354
−0.001227
−0.017442
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−0.005919
0.014127
0.001385

336
−0.010298
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0.006663
0.003475
−0.010782
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0.002291
0.016063
0.008148
0.004079
0.001941
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337
0.028438
0.024414
0.019406
0.013187
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0.005289
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−0.008137
0.004223
0.002809
0.003173
0.002037
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338
0.007273
0.012192
0.003323
0.0107
0.011761
0.006823
−0.017769
0.013298
0.007388
0.027125
0.022224
0.031424
0.004337
0.028341

339
−0.00436
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0.014958
0.002091
0.005703
0.012608
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0.001199
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340
0.012495
0.023256
0.049594
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−0.013741
0.002892
0.012929
0.007772
0.015738
−0.009497
0.002141
0.038382
0.038836
0.014954

KF
KG
KH
KI
KJ
KK
KL
KM
KN
KO
KP
KQ
KR
KS

1
0.042332
0.031247
−0.026205
−0.016239
0.048115
0.069299
0.031136
−0.021677
−0.010284
−0.037828
0.002509
0.006442
−0.040439
−0.051796

2
0.073049
0.061952
0.057407
0.00201
0.002758
−0.020385
0.012452
0.021179
−0.015744
0.067627
−0.03729
−0.072283
−0.110039
−0.096903

3
0.019586
0.021022
−0.019468
−0.039761
−0.062935
−0.094219
−0.048838
−0.020131
−0.03941
−0.008678
−0.054916
−0.070565
0.011004
−0.025434

4
−0.023262
−0.043812
−0.082495
−0.021366
−0.069379
−0.075869
−0.047241
0.048052
0.014295
−0.026029
−0.029818
0.009394
0.097773
0.122367

5
−0.017493
−0.003771
−0.066158
−0.043469
−0.030972
0.024039
−0.022334
0.069617
0.03584
0.067525
−0.009684
−0.014425
0.064104
0.06808

6
0.029237
0.000029
−0.021573
−0.007331
−0.016831
0.043449
0.008076
0.001182
0.000195
−0.06669
−0.004668
−0.015926
0.011458
−0.007499

7
−0.004405
0.016382
0.045288
0.047877
−0.012677
−0.009326
−0.003714
0.066099
0.059956
−0.002648
0.038963
−0.012575
0.092939
0.042117

8
−0.008366
−0.018659
0.051189
0.04699
0.053122
0.006194
0.06204
−0.044479
0.019094
0.004532
0.049465
0.079821
−0.034938
−0.045917

9
−0.041287
−0.044771
−0.113238
−0.045988
−0.04538
0.02658
−0.018816
−0.061794
−0.046009
−0.076452
−0.066562
0.028649
0.002772
−0.006279

10
0.044297
0.062415
0.028175
−0.054278
0.031647
−0.068831
0.056234
−0.02661
0.014297
0.046592
0.032562
−0.016065
0.007806
0.0031

11
−0.019363
−0.01606
−0.007632
0.040513
0.021428
0.082569
0.02226
0.112792
0.055435
−0.017946
0.063539
0.063884
0.045733
0.079204

12
−0.019894
−0.007169
−0.016097
−0.01606
0.023532
0.041689
0.002089
−0.038117
−0.029182
0.013003
−0.033503
0.003136
−0.046088
−0.010919

13
0.043606
0.038736
0.055856
0.016494
−0.008469
−0.041411
0.035377
−0.046146
0.067739
−0.041817
0.021139
0.006414
0.023716
0.058759

14
0.019349
0.019852
−0.025451
−0.027752
0.014136
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0.002593
0.001368
0.011738
−0.013363
−0.008377
0.008594
0.007903

264
0.00762
0.004949
−0.005904
−0.003089
0.010143
0.012652
0.012559
0.020803
0.000302
0.018657
0.005423
0.001013
0.004676
−0.001189

265
0.016119
0.021184
−0.001959
−0.003589
0.016929
0.017301
0.017286
0.019087
−0.013932
0.027177
0.010219
0.006708
−0.008126
−0.003723

266
0.000374
0.005229
0.013089
0.005025
0.023006
0.006854
0.014033
0.003999
−0.015117
0.019962
0.01252
0.01433
−0.018696
−0.012904

267
0.01704
0.022679
0.003105
−0.011942
0.012897
0.006806
0.006959
0.010087
−0.000184
0.001602
0.002718
0.001111
−0.010029
−0.00265

268
0.014945
0.016609
−0.014235
−0.016879
0.005523
0.005605
0.002575
0.015519
−0.017458
0.025855
−0.006677
−0.006805
−0.003685
−0.007051

269
0.008938
0.010899
−0.007521
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0.008092
0.000799
0.003247
0.009021
−0.008837
0.021199
−0.004701
−0.000486
−0.001172
−0.001414

270
0.003258
0.008739
−0.005206
−0.019654
0.005225
−0.024401
0.010884
0.009189
0.001155
0.01275
0.001598
−0.014428
0.006001
−0.008195

271
0.003106
0.005711
−0.004183
0.00418
0.002584
0.022414
−0.012004
−0.004197
0.00623
0.013581
0.01577
0.022658
0.015463
0.031318

272
0.024194
0.021313
−0.000823
−0.006489
−0.04265
−0.0315
−0.045291
0.00763
−0.025101
−0.010623
−0.007942
0.008454
−0.018685
−0.008295

273
0.008749
0.013302
0.000044
−0.018213
−0.060291
−0.061577
−0.052382
0.001577
−0.017942
0.000601
−0.009421
−0.007773
0.012573
0.00595

274
0.007687
0.01186
0.00174
−0.015949
−0.058698
−0.061729
−0.051174
0.003098
−0.014095
−0.003342
−0.006281
−0.005286
0.014227
0.008076

275
−0.014633
−0.011478
0.006511
−0.019653
−0.040611
−0.083985
−0.011414
−0.002154
0.034062
−0.03055
0.010498
−0.024612
0.042469
0.01972

276
0.015767
0.019967
−0.021305
0.004928
−0.014802
0.009718
−0.024639
0.007306
−0.01976
−0.007208
−0.009329
0.012031
0.004214
0.010978

277
−0.002997
0.003638
0.002291
−0.005513
0.001791
0.004706
0.001972
0.007053
0.004511
−0.014263
0.009323
0.009885
0.000087
0.005148

278
−0.004645
0.003209
0.005861
−0.005403
0.003433
0.005023
0.004036
−0.000086
0.009366
−0.024887
0.005833
0.009732
0.000466
0.002999

279
0.012297
−0.000854
0.007922
0.003563
0.005626
0.008879
0.010441
−0.010086
0.003747
−0.041704
−0.000566
−0.008261
−0.0053
−0.007135

280
0.000393
−0.001247
0.004568
−0.000626
0.015061
0.007047
0.016891
0.018138
0.005716
−0.007822
0.022647
0.011615
−0.02883
−0.020301

281
−0.008557
−0.001676
0.005012
−0.00659
0.003004
−0.012322
−0.009284
−0.002475
−0.023628
0.017319
0.010499
−0.002166
−0.01884
−0.022299

282
−0.003026
0.00521
0.014177
−0.006045
0.009728
−0.001734
0.003583
−0.000451
−0.005171
0.010225
0.014132
−0.003276
−0.017286
−0.012122

283
−0.003078
0.00005
0.005998
−0.006423
−0.006755
−0.034138
−0.004615
−0.011693
−0.008583
−0.002221
−0.001232
−0.007159
−0.004799
−0.014815

284
0.012914
0.013667
−0.00725
0.001832
−0.01223
0.00577
−0.007919
0.004978
−0.000149
−0.00399
−0.016519
−0.013542
0.006436
0.007071

285
0.011092
0.01084
0.001349
0.004082
−0.006541
0.010882
0.000476
0.002931
0.010753
−0.00389
−0.016468
−0.017017
0.012316
0.01641

286
0.010591
0.012014
0.015702
0.013681
0.035027
0.036573
0.025634
0.007171
0.01274
−0.007236
0.030331
0.012474
−0.024196
−0.013586

287
0.00609
0.008216
0.020461
0.008295
0.035291
0.026246
0.029711
0.003949
0.020513
−0.009867
0.030663
0.010324
−0.022403
−0.012693

288
−0.043338
−0.032587
0.011689
−0.005324
0.021604
−0.013964
0.012338
0.000559
0.011349
−0.001048
0.019723
0.008181
−0.000759
−0.020738

289
−0.015043
−0.006171
0.012102
−0.005485
−0.010617
−0.029461
−0.003622
0.011612
0.008092
0.011771
−0.002082
−0.020096
0.011378
0.008719

290
−0.105139
−0.101795
0.001788
−0.006764
−0.00632
−0.029169
0.000168
−0.02829
0.009112
−0.024996
0.000202
−0.007826
0.011961
−0.0118

291
0.896919
−0.10011
0.000898
−0.006237
−0.005634
−0.02707
0.001816
−0.02699
0.009583
−0.025973
0.002479
−0.006877
0.010596
−0.011436

292
−0.099404
0.893714
−0.002932
−0.002063
−0.006653
−0.024897
−0.000304
−0.025691
0.009563
−0.032813
0.002811
−0.005949
0.007799
−0.010543

293
0.003639
−0.001697
0.853817
−0.035356
−0.053181
0.017598
−0.056591
0.015454
−0.055111
0.017731
−0.053106
−0.00059
0.015504
0.005655

294
0.003224
0.005096
−0.041903
0.950999
−0.027712
−0.027878
−0.029284
−0.004079
−0.024367
0.008781
−0.024995
−0.01935
−0.004515
−0.010573

295
−0.000283
−0.002052
−0.064724
−0.030119
0.900964
−0.064916
−0.091419
0.001552
−0.049461
−0.005787
−0.053266
−0.028667
0.007911
−0.001864

296
−0.010065
−0.005228
−0.00083
−0.040402
−0.077603
0.843462
−0.071762
−0.033406
−0.028378
0.001616
−0.02815
−0.039567
−0.012797
−0.028476

297
0.002083
0.003146
−0.056195
−0.025801
−0.085385
−0.054504
0.893233
0.006654
−0.068435
0.002475
−0.054102
−0.021483
−0.012906
−0.016974

298
−0.027426
−0.024808
0.011643
−0.012566
−0.000225
−0.029494
0.002974
0.858864
−0.017768
−0.07137
−0.020465
−0.014937
−0.037106
−0.041353

299
0.005109
0.006834
−0.052227
−0.022856
−0.040746
−0.010195
−0.065071
−0.019679
0.896176
0.000843
−0.056876
−0.025939
−0.067541
−0.071904

300
−0.019083
−0.025231
0.016271
0.008559
−0.008424
−0.005083
0.008083
−0.068087
0.014379
0.76483
0.010424
−0.01473
−0.016043
−0.026908

301
−0.003175
−0.004489
−0.052744
−0.023567
−0.049995
−0.014579
−0.049781
−0.019033
−0.056296
0.002007
0.924803
−0.044477
−0.018083
−0.026418

302
−0.00445
−0.004693
−0.001979
−0.021857
−0.031579
−0.0406
−0.023636
−0.019978
−0.027504
−0.017058
−0.04245
0.931705
−0.024953
−0.037386

303
0.012529
0.010956
0.00735
−0.013426
0.007299
−0.007855
−0.01302
−0.041656
−0.065796
−0.023687
−0.022056
−0.026473
0.882236
−0.099792

304
−0.005603
−0.002224
0.009759
−0.016975
0.003193
−0.022213
−0.011633
−0.051542
−0.072195
−0.037325
−0.029881
−0.038692
−0.105453
0.871287

305
0.007125
0.003161
−0.057857
−0.009978
−0.020854
0.028429
−0.016661
0.003065
−0.022952
−0.007097
−0.034014
−0.019471
0.001497
−0.003666

306
−0.019498
−0.012378
−0.081194
−0.035746
−0.047202
−0.037021
−0.045482
0.02089
−0.035591
0.008316
−0.036642
−0.016821
0.002295
−0.008139

307
−0.013733
−0.010004
−0.000153
−0.007359
−0.018331
−0.009017
−0.015334
0.011456
−0.002121
−0.061355
0.018302
0.024232
−0.023788
−0.021679

308
−0.007386
−0.016009
−0.013502
0.010368
−0.017241
−0.029971
−0.006791
−0.012961
0.008342
0.024535
0.000072
0.028023
0.016326
0.018437

309
0.005336
0.007635
−0.018882
−0.023403
−0.008693
−0.017906
−0.003873
−0.008691
−0.007587
−0.011645
−0.01716
−0.021437
−0.004404
−0.003933

310
−0.004491
0.002628
−0.007549
−0.028125
−0.0065
−0.038748
0.012243
−0.040348
0.001187
0.017389
−0.003605
−0.025257
−0.018324
−0.005098

311
0.00511
0.007606
−0.029782
−0.018604
−0.022995
−0.018592
−0.022475
−0.009662
−0.017572
−0.013104
−0.015579
−0.00006
−0.001734
−0.007952

312
−0.020401
−0.027646
0.020666
−0.015077
−0.008587
−0.038093
−0.039331
0.000774
−0.005249
0.004944
0.013933
0.00532
−0.025636
−0.026892

313
0.011926
0.012406
−0.01638
−0.007811
−0.005548
−0.006676
−0.01064
−0.006308
−0.005322
0.005464
−0.011809
0.005072
−0.005802
−0.009743

314
0.01981
0.021734
0.009912
−0.012634
0.002971
0.022719
−0.020924
−0.032867
−0.004895
−0.029096
0.012796
0.021484
−0.015516
−0.015248

315
0.007122
0.006527
−0.015264
−0.011075
0.002194
−0.005816
−0.013777
−0.0039
−0.023897
−0.015218
−0.002334
0.004699
−0.033083
−0.021272

316
−0.014015
−0.010271
−0.016611
−0.00951
−0.010188
−0.020003
0.014501
−0.034351
0.031171
−0.009696
−0.03181
−0.024623
0.006279
0.019703

317
0.015459
0.015577
−0.025572
−0.020949
−0.026659
−0.02389
−0.015757
−0.01699
−0.002403
−0.017348
−0.0276
−0.016145
0.006103
0.018147

318
0.007164
0.006654
−0.024076
−0.009277
−0.017713
−0.009489
−0.011968
−0.028162
−0.012505
0.015754
−0.022648
−0.002254
0.002116
−0.004334

319
0.011495
0.0136
−0.007696
−0.007086
0.006457
0.003819
−0.004719
−0.010758
−0.01565
−0.018808
−0.004988
0.005421
−0.028995
−0.007717

320
0.000785
0.003033
−0.019524
−0.017323
−0.007957
−0.016817
−0.006961
−0.024248
−0.002444
0.006837
−0.005769
−0.006111
0.001511
−0.002818

321
−0.013498
−0.005522
0.011717
−0.026732
−0.025797
−0.031069
−0.039823
−0.008747
−0.038813
−0.012318
−0.019987
−0.018564
−0.033118
−0.039397

322
0.006483
−0.003154
0.015999
−0.008986
−0.001278
−0.003157
0.025616
−0.047414
0.014568
−0.061655
−0.013
−0.032019
0.005734
−0.007291

323
0.000196
−0.002974
0.025614
0.01043
0.012441
0.032564
0.011263
−0.038171
−0.014001
−0.011996
−0.00619
0.001307
−0.015573
−0.016915

324
−0.003865
0.0038
−0.012019
−0.02009
0.007086
−0.022475
0.007226
−0.014213
−0.0159
0.017159
−0.008992
−0.033805
0.004511
−0.020284

325
0.009789
0.013151
0.003082
−0.034469
−0.002776
−0.051702
−0.013558
−0.003234
−0.001891
0.001843
−0.006174
−0.016086
−0.01298
−0.001174

326
0.013499
0.015667
−0.00516
−0.015649
0.004932
−0.013967
0.009032
0.011429
0.008134
0.009988
0.013987
−0.002305
−0.000198
0.011342

327
0.004596
0.000371
0.009087
−0.013113
−0.014592
−0.030374
−0.004666
−0.028509
−0.012617
−0.027303
−0.010132
−0.025453
−0.025767
−0.025081

328
−0.005399
0.000514
0.016242
−0.016839
0.001004
−0.038709
−0.001769
−0.054401
0.018834
−0.059833
−0.002232
−0.003521
0.02935
0.008759

329
0.013596
0.007258
0.030097
0.003502
0.000927
−0.003727
0.001787
−0.016652
−0.012703
−0.006875
−0.008189
−0.021278
−0.028938
−0.011051

330
0.017981
0.023142
0.030471
−0.009249
0.010942
0.007352
0.018775
−0.043201
0.006734
−0.061147
−0.006072
−0.034035
−0.02219
−0.011867

331
0.003436
0.000909
−0.014698
−0.020899
0.014593
0.006739
0.007555
−0.005561
−0.010972
−0.01217
0.004933
−0.000428
−0.029368
−0.022116

332
0.003095
0.018078
−0.013894
−0.009453
−0.009569
0.003237
−0.004831
−0.013387
−0.003818
−0.087556
−0.00869
−0.012683
−0.001828
−0.010904

333
0.005852
0.00703
−0.006942
−0.021288
0.002596
−0.016286
0.000652
0.000221
0.005769
−0.006152
−0.012631
−0.016229
0.005042
0.007791

334
0.005516
−0.008301
0.035518
−0.013623
0.004721
−0.032155
−0.010935
0.005292
0.026932
0.029838
−0.001278
−0.025947
0.006317
0.026488

335
0.003497
0.006391
−0.004092
−0.017687
0.023236
0.021487
0.017827
−0.003484
0.000787
−0.004622
0.003117
0.005695
−0.010341
−0.003533

336
−0.008588
−0.00243
−0.008527
−0.024844
−0.010677
−0.005312
0.002131
−0.021827
−0.018538
−0.051176
−0.026966
−0.024939
−0.018236
−0.032215

337
−0.031311
−0.031628
−0.025573
−0.01408
−0.028215
−0.036242
−0.029597
−0.029025
−0.046287
0.011071
−0.039822
−0.020168
−0.02569
−0.027256

338
0.029171
0.022238
0.024299
−0.000058
−0.019333
−0.066721
−0.000237
−0.078984
−0.009448
−0.001603
−0.001738
−0.012277
−0.017883
−0.015541

339
−0.009347
−0.012791
−0.008504
−0.000061
−0.001437
0.014871
−0.010894
−0.006379
−0.009182
−0.032102
−0.013709
−0.00589
−0.007407
−0.015188

340
0.008995
0.012675
−0.009048
0.019023
−0.017312
−0.027308
−0.024128
−0.017104
−0.046509
0.024997
0.006282
0.005898
−0.038303
−0.023769

KT
KU
KV
KW
KX
KY
KZ
LA
LB
LC
LD
LE
LF
LG

1
−0.007355
0.032789
−0.074754
−0.034326
0.01061
0.038956
0.018526
0.084486
0.020092
−0.070569
0.008067
0.049366
0.03155
−0.049021

2
0.014812
0.008158
0.084008
0.039198
0.032327
0.046461
0.005992
0.030047
−0.065453
0.09981
0.027099
−0.081288
−0.004699
0.027303

3
−0.063571
−0.000836
0.006708
−0.012395
−0.116326
−0.129417
−0.093444
−0.046742
−0.08385
−0.01875
−0.074544
−0.026095
−0.10299
−0.095009

4
−0.067838
−0.108554
0.16663
−0.006964
0.006956
0.041977
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0.00708
−0.017111
−0.005788
0.026544
−0.079881
−0.00743
0.003106
−0.016539
0.023048
−0.009676
0.017105

335
0.017704
0.002139
−0.015893
0.02925
−0.03352
−0.033344
−0.034143
−0.020925
−0.026237
−0.00051
−0.029709
−0.006593
−0.024815
−0.018042

336
−0.004858
−0.042257
−0.021783
0.011897
−0.043292
−0.036757
−0.016587
0.010665
0.000851
−0.014987
−0.013967
−0.004858
−0.034815
−0.009378

337
−0.03161
−0.056898
−0.015062
−0.034812
−0.012682
−0.02789
−0.00169
−0.029451
0.006088
0.001412
−0.014584
−0.046132
−0.010636
−0.016966

338
−0.009839
0.016269
−0.009232
−0.037937
0.007321
−0.03126
−0.017277
0.01704
0.008278
−0.003723
0.003354
0.024156
0.010696
−0.013426

339
−0.00768
−0.026289
−0.044652
−0.030657
−0.007624
0.030419
−0.026926
−0.039827
−0.017572
−0.011052
−0.017933
0.030941
−0.009756
−0.008691

340
−0.0585
−0.037623
0.008728
−0.018166
0.015845
−0.017747
0.015492
0.012247
0.010463
0.029022
−0.023562
−0.003157
0.028177
−0.042078

LH
LI
LJ
LK
LL
LM
LN
LO
LP
LQ
LR
LS
LT
LU

1
0.014383
0.014662
−0.053105
−0.054621
−0.015636
0.012251
0.024432
0.091832
0.009744
−0.038889
0.010281
−0.007567
0.00727
−0.013215

2
0.026883
−0.013328
−0.037785
−0.028171
−0.037482
0.066039
−0.007791
0.044705
−0.032866
0.117652
−0.044004
−0.039957
0.020014
0.027529

3
−0.061619
−0.014076
−0.016038
−0.020366
−0.085703
−0.05118
−0.056197
−0.082629
−0.088336
−0.008603
−0.108224
0.023068
−0.042153
0.021307

4
0.05476
−0.016685
0.039692
0.071184
0.100434
−0.035507
−0.053752
−0.000648
0.015924
−0.055631
0.029837
−0.022459
0.049342
−0.024747

5
0.022088
−0.019037
−0.022182
0.106586
0.013954
0.05605
−0.023423
−0.04382
0.026311
0.0153091
0.033441
−0.004133
0.020258
0.055536

6
0.053026
0.024801
−0.01755
0.091925
−0.002956
−0.005413
0.040641
0.020121
−0.002014
0.036126
−0.004976
0.015995
0.020626
0.011226

7
0.100002
0.037085
0.020672
−0.069678
0.005308
−0.016699
0.046468
0.061672
0.038852
−0.082296
0.037602
0.014606
0.085158
0.014708

8
−0.00696
0.041184
0.053677
0.124349
−0.01604
0.11929
0.013694
0.010391
0.02955
0.020315
0.038537
−0.03803
0.036301
0.052974

9
0.021699
0.020409
−0.033591
−0.144044
−0.127267
0.081983
0.052489
0.045652
0.003652
−0.125532
0.010007
−0.007547
−0.005459
−0.005966

10
−0.044154
−0.022369
0.008438
−0.076951
0.016272
0.049334
−0.067269
−0.114056
−0.003857
−0.037403
−0.063895
−0.07569
−0.026492
−0.028324

11
−0.014269
0.049583
0.026665
0.001921
0.040408
0.140223
0.050511
−0.041107
0.061647
0.036753
0.012856
−0.006844
−0.019362
−0.05125

12
0.008777
0.00769
−0.028306
−0.06288
0.005706
0.026217
−0.035818
−0.00029
0.011898
0.028257
−0.028554
−0.028647
−0.019662
0.019687

13
0.022565
−0.003344
−0.011169
−0.090324
−0.083208
0.024512
−0.020358
−0.04144
−0.038715
−0.004806
−0.063963
−0.078115
−0.016332
−0.041033

14
0.012707
0.060898
0.045553
−0.004074
0.060385
0.020861
−0.021911
−0.061444
0.004798
0.045052
0.046803
−0.002374
−0.044166
−0.029947

15
−0.005144
−0.095715
−0.109902
0.199074
−0.020579
−0.023876
−0.020882
−0.051877
−0.031473
−0.030976
−0.034605
0.005309
−0.043128
−0.083597

16
0.037972
−0.027936
0.004881
−0.082915
0.003804
−0.036915
0.00103
0.051059
−0.003761
−0.031836
0.012382
0.037945
−0.001682
−0.018136

17
−0.105929
−0.14238
−0.052113
0.012685
−0.014156
0.114885
−0.06997
−0.010898
−0.054766
−0.011558
−0.025066
−0.040238
−0.05215
−0.00043

18
−0.062891
−0.012061
0.102929
0.063194
0.087348
−0.014573
−0.043419
−0.029586
0.03041
0.201845
0.070399
0.033009
0.017863
−0.022619

19
−0.012214
0.004143
−0.071345
−0.071255
−0.131678
0.045203
0.024074
−0.006982
−0.045817
−0.077475
−0.083489
−0.172991
−0.000013
−0.078147

20
−0.066931
−0.079162
−0.019868
−0.05676
−0.051601
−0.025275
−0.013498
0.000055
0.015529
−0.024066
0.039776
−0.022352
−0.035007
−0.076732

21
−0.005678
0.082048
0.001924
−0.056792
−0.012368
−0.057703
−0.039457
0.002638
0.022833
−0.001166
0.006282
0.03352
−0.018697
0.043462

22
−0.000494
−0.028113
0.148202
0.006461
0.021943
0.003986
−0.000249
−0.01658
−0.000622
−0.077844
0.037262
0.015604
0.020846
0.081972

23
0.030357
0.011658
−0.025619
0.001753
−0.053723
−0.004396
0.060908
0.055924
−0.022844
0.024177
−0.012793
−0.045973
0.012459
0.009529

24
0.094634
0.033736
−0.00168
−0.047371
0.038767
−0.057863
0.039362
−0.034014
0.049221
−0.027903
0.038569
0.121731
0.017669
−0.000806

25
−0.012212
0.00989
−0.041985
−0.043305
0.000205
0.038542
−0.004321
0.010087
0.012559
−0.103775
0.007299
0.013532
0.053975
−0.015531

26
−0.036322
0.08686
0.031617
0.068602
0.057468
−0.063725
−0.034408
−0.071314
0.009917
0.058133
−0.05576
0.002139
−0.039031
−0.012588

27
0.000652
−0.006355
−0.046671
0.206819
0.029937
0.106981
−0.012494
0.006378
0.033852
0.067535
0.013597
0.080773
0.053351
0.030462

28
−0.013329
0.012871
0.082652
−0.082385
−0.027931
−0.029763
0.002704
0.001617
0.002545
0.000745
−0.026827
−0.058014
0.036856
0.074671

29
0.012257
0.031108
−0.006951
−0.017672
0.00638
−0.010943
0.01927
−0.028879
0.013205
−0.012632
−0.022716
0.018792
−0.016272
−0.011315

30
0.044722
0.038202
0.00828
0.029864
−0.003294
−0.029102
−0.013292
−0.090228
0.011591
0.028294
0.009035
−0.074846
−0.030596
0.035694

31
0.007033
0.006976
−0.043888
−0.064165
−0.016502
0.0422
−0.032518
−0.090704
−0.067803
0.06079
−0.07523
−0.07201
−0.020146
0.000075

32
0.038193
0.04004
0.003028
0.000661
−0.02638
−0.023794
0.069728
0.066902
0.035529
−0.011322
0.015176
−0.035102
0.014101
0.059746

33
−0.003456
−0.050918
0.027717
−0.088369
0.009292
−0.031092
0.015752
0.005651
−0.003942
−0.082112
0.016876
0.042571
−0.022292
−0.02859

34
0.043938
0.005449
0.004432
−0.01899
0.073238
−0.109642
−0.0197
−0.111514
−0.010548
0.216265
0.064092
−0.012172
−0.0164
−0.093786

35
−0.023634
−0.075098
0.029326
−0.063247
−0.017973
0.015336
−0.0184
−0.006531
−0.027528
0.00723
−0.01222
−0.037734
−0.043103
−0.012588

36
−0.039111
−0.011152
0.01367
0.029655
0.021869
0.102063
−0.059836
−0.009726
0.000978
−0.048154
0.009588
0.062698
−0.065193
−0.05532

37
0.035507
0.063647
0.02249
0.02178
0.028603
−0.13076
−0.041458
−0.034484
−0.009663
−0.165003
0.030318
0.034399
−0.042644
−0.030582

38
−0.002709
−0.022808
−0.022668
0.01535
−0.011973
−0.050405
0.018316
0.06046
−0.049983
0.027074
−0.013248
0.132385
−0.043097
0.076938

39
−0.042662
−0.038691
0.01235
0.040032
0.045911
−0.036671
−0.005623
0.034257
0.043005
0.023028
0.00261
0.029727
0.004207
−0.029019

40
−0.007519
0.011072
0.005601
−0.044921
−0.006801
0.029333
0.005964
0.007697
0.012155
−0.032866
0.004233
−0.010449
−0.003132
−0.02525

41
0.016108
0.087721
−0.088127
0.044619
0.0345681
−0.026951
−0.078631
−0.069585
0.000815
−0.013616
−0.027191
−0.026061
−0.027402
−0.026478

42
−0.011466
−0.034044
0.010877
−0.045453
0.0312
−0.009322
0.038422
0.034139
−0.011367
0.07349
0.003697
0.072196
0.006271
0.045095

43
0.003175
−0.027027
−0.017794
−0.023074
0.037217
−0.103516
0.007067
−0.038785
−0.010107
0.003227
−0.03769
−0.080891
−0.024437
0.014292

44
−0.04247
−0.011758
−0.018435
0.131695
−0.012632
0.017095
−0.002611
0.04445
−0.005315
−0.011098
−0.038837
0.130999
−0.008172
0.116946

45
0.025383
−0.004901
−0.011352
0.004051
−0.024042
0.025091
0.053196
−0.05217
−0.000457
0.013969
−0.042268
0.015976
0.005271
−0.014774

46
0.024156
0.033517
−0.085169
−0.074404
−0.045253
−0.058967
−0.018351
0.095941
0.033671
0.0146
0.06954
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0.000913
0.141458

47
−0.004524
−0.008873
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0.036158
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0.032522
−0.009709
0.045865
0.018488
0.010726
0.059099
−0.014627
0.006231

48
−0.00517
0.022926
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0.000335
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0.031779
0.042124
0.002254
0.022277
−0.036107
0.00229
−0.098298
0.052828
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49
−0.012479
0.032553
0.006408
0.033212
−0.047783
0.084311
−0.002472
0.025376
−0.028798
0.110418
−0.036282
0.264144
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0.361109

50
0.008017
0.009508
0.005291
0.096727
0.044516
−0.029254
0.023611
−0.010299
0.05114
−0.040744
0.051366
0.053042
0.024369
0.025418

51
0.110184
0.054893
0.023417
−0.085348
0.071362
−0.063286
0.011643
0.003974
0.01642
−0.027832
0.016087
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0.030592
0.09303

52
0.038333
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0.090276
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−0.026446
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−0.009058
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0.043142

53
0.002556
−0.047342
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−0.02736
0.011895
−0.045304
0.013596
0.017965
−0.032606
0.031428
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0.014563
0.045058

54
0.016222
−0.046667
0.087345
0.050323
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0.080021
0.020947
0.059934
−0.003301
0.026434
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0.02962

55
0.015457
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0.024423
0.038253
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0.061322
0.02171
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56
0.03206
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0.047227
0.074287
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0.016194
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0.017169
0.017203
0.023154
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57
−0.053658
0.074895
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0.083844
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0.011895
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58
−0.00062
0.01071
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0.014518
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0.0346
0.023273
0.026015
0.075218
0.056793
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59
0.004826
0.033471
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0.043365
0.027089
0.039877
0.00484
0.099878
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0.028717
0.001701
−0.007615

60
−0.004284
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0.009801
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0.013456
0.008181
0.022443
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0.014184
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0.024508
0.002101
0.015326

61
0.005306
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0.001103
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0.019156
0.015055
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0.00186
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62
0.010014
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0.019492
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0.020855
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0.001534

63
0.001566
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0.001577
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0.001218
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0.004176
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64
−0.001445
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0.000793
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0.000253
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0.00006
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65
0.006198
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0.004805
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0.016775
0.019886
0.004086
0.009151
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0.03216
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0.022876

66
0.012716
0.004774
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0.002629
0.001445
0.010655
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67
−0.002172
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68
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0.002905
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0.002298
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69
0.014561
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0.007704
0.012835
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0.008637
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70
0.00852
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0.007421
0.024319
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0.011152
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71
0.014254
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0.006128
0.004631
0.025396
0.009532
0.004386
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72
0.004556
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0.017319
0.003397
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0.001993
0.012187
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0.020124
0.024683

73
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0.016603
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0.019729
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74
0.009279
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0.022002
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0.031648
0.011762
0.002181
0.003901
0.022681
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0.001942
0.018027
0.025098

75
0.007366
0.0084
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0.009492
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−0.005977
0.004139
0.014404
0.00791
0.003842
0.005321
0.025233
0.009731
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76
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−0.000048
−0.024141
0.042502
0.806341
−0.015853
−0.018684
−0.004142
−0.02382
0.020421
0.0078
−0.006337
−0.011812

325
−0.032383
−0.003667
−0.005013
−0.002276
0.044189
−0.02845
0.90826
−0.060706
−0.021264
−0.014249
−0.007904
−0.023579
−0.032618
−0.033657

326
−0.014103
−0.000023
0.018989
8.027709
0.029061
−0.019515
−0.054804
0.836604
−0.020805
−0.022738
−0.038758
−0.044573
−0.051172
−0.084902

327
−0.018699
−0.025567
−0.018657
−0.009961
−0.023557
−0.000284
−0.025238
−0.022991
0.94784
0.007245
−0.043705
−0.012628
−0.030177
−0.006432

328
0.019582
−0.014517
−0.028146
−0.082089
−0.051652
−0.022805
−0.001979
−0.008312
0.000515
0.667145
−0.02328
−0.048649
−0.003595
−0.077337

329
−0.018652
−0.017184
−0.022392
0.006314
−0.04986
0.029517
−0.008027
−0.035974
−0.042178
−0.002357
0.914581
−0.023403
−0.026033
−0.00084

330
0.009905
−0.008111
−0.013352
−0.087751
−0.018893
−0.009966
−0.01974
−0.049272
−0.016349
−0.043649
−0.023088
0.749411
0.007802
−0.143145

331
−0.031954
−0.01787
−0.008965
0.001282
−0.010608
−0.00328
−0.038116
−0.055088
−0.027033
−0.013276
−0.029526
−0.000574
0.935082
−0.017797

332
−0.016242
−0.023518
−0.005485
−0.020102
0.033228
−0.025133
−0.019117
−0.073284
−0.004255
−0.059061
0.010521
−0.119252
−0.01688
0.735269

333
−0.036193
−0.016452
−0.002497
−0.010093
0.015494
−0.009479
−0.058449
−0.046951
−0.018866
−0.00398
−0.015572
−0.007445
−0.034142
−0.027807

334
−0.008473
0.018234
0.011361
−0.008091
0.017139
0.011596
−0.061965
−0.022586
−0.020898
−0.05703
−0.043402
−0.04532
−0.009106
0.031903

335
−0.044896
−0.033547
−0.000689
0.016944
−0.017235
0.009365
−0.041097
−0.058371
−0.022873
0.027878
−0.025413
−0.011531
−0.047633
−0.03324

336
−0.016141
0.001588
−0.030685
−0.053616
−0.016411
0.000396
−0.021199
−0.035574
−0.026619
−0.014849
−0.008899
−0.034163
−0.034456
−0.02581

337
−0.016452
−0.008876
−0.008116
−0.026449
−0.010774
−0.033841
−0.01089
0.013611
−0.007346
−0.041353
−0.007098
0.006658
−0.004638
0.008407

338
−0.003305
0.001508
0.002997
−0.004105
−0.022873
−0.021959
0.005715
0.02012
−0.04008
−0.09553
−0.021019
−0.040099
0.018815
−0.013092

339
−0.014721
−0.01712
−0.033756
−0.001016
−0.0423181
0.030897
0.002364
−0.014168
−0.015866
−0.056068
−0.028974
−0.001522
−0.024776
−0.018731

340
−0.017414
−0.002127
0.011116
0.060521
0.006772
−0.01512
0.011557
−0.01146
−0.008833
0.014811
−0.017812
−0.010214
0.002905
−0.02936

LV
LW
LX
LY
LZ
MA
MB
MC

1
0.006018
0.0338
0.024659
0.037438
0.050891
−0.029838
−0.019169
0.020219

2
0.015466
0.000656
0.037542
0.003748
−0.031836
0.000935
−0.0166
0.083849

3
−0.057554
−0.072726
−0.057803
−0.026222
−0.048667
−0.01246
−0.016246
−0.132245

4
−0.004373
−0.052277
0.059571
0.030274
−0.025765
0.005128
0.059742
−0.083963

5
−0.01632
−0.05858
−0.007954
0.026643
0.020784
0.144721
−0.034261
0.19011

6
0.030548
0.021664
0.006316
−0.04031
0.090578
0.036926
0.048821
−0.067784

7
0.081422
0.009308
0.090516
0.108832
0.032248
0.0903
0.006397
−0.051567

8
−0.040303
0.052258
0.022583
0.041798
0.021114
−0.088371
0.001465
−0.129262

9
0.038529
0.113703
−0.005355
−0.080882
−0.101831
−0.007057
−0.117737
0.066608

10
−0.052556
−0.073158
−0.032079
0.014928
0.007966
−0.096851
0.07307
−0.031775

11
−0.009435
−0.002478
0.052467
−0.066292
0.036799
0.170403
−0.010446
−0.058301

12
−0.030408
−0.099169
−0.031872
−0.057451
−0.063556
0.21458
0.038473
0.05347

13
−0.037023
−0.056992
−0.01279
−0.006282
−0.014156
−0.063837
0.006931
−0.015312

14
0.026089
−0.071416
−0.032402
0.015812
0.052656
0.035975
0.033756
−0.003547

15
−0.020797
0.005432
−0.046568
−0.022491
−0.068975
0.005307
−0.060688
−0.118888

16
0.007276
0.026305
−0.020704
0.086669
−0.07574
−0.000909
0.021608
−0.098068

17
−0.074331
−0.059009
−0.092045
−0.007624
0.033341
−0.006346
−0.085893
0.056585

18
−0.053788
−0.021831
−0.078099
0.01163
−0.051513
−0.056107
0.081627
0.088686

19
−0.000515
−0.027726
0.009087
−0.025132
0.012874
−0.076264
−0.044064
−0.008591

20
−0.017607
0.07839
−0.038781
−0.010066
−0.075635
0.0701
0.003414
−0.058047

21
0.005254
−0.017004
−0.011404
−0.009601
0.005924
−0.029359
0.070036
−0.065134

22
0.00072
−0.160159
0.004301
−0.018267
−0.005639
−0.075276
−0.016525
0.049925

23
0.049677
0.070751
0.044566
0.082306
−0.034084
−0.060472
0.033978
−0.045079

24
0.014263
0.086786
0.0223
0.046297
0.048208
0.127752
−0.015432
0.212007

25
0.021564
0.013743
−0.00676
−0.028209
−0.002917
−0.079094
0.092559
−0.024005

26
−0.012113
−0.064496
−0.018247
0.065414
−0.071696
0.042493
−0.045436
−0.064595

27
0.016836
0.039261
0.005572
0.00267
−0.012578
−0.02796
−0.003214
−0.00917

28
−0.04633
−0.053216
−0.011638
−0.038149
−0.06709
0.018077
−0.034322
−0.072366

29
0.002022
0.019239
0.013183
−0.007631
0.023399
0.045069
−0.003386
−0.01988

30
0.003419
−0.034673
0.003255
−0.015025
−0.043577
0.033144
−0.068598
−0.069863

31
−0.015667
−0.010996
0.011577
−0.056738
0.079418
−0.008788
0.029316
−0.055857

32
0.062377
0.041519
0.035936
−0.01005
−0.043343
−0.027804
−0.018648
0.058896

33
0.006491
0.023295
−0.001109
−0.003963
−0.070655
−0.081291
0.027595
−0.148789

34
−0.030975
0.2012
−0.040407
−0.056827
0.049678
0.025008
0.057617
−0.03628

35
−0.020236
−0.002831
−0.067203
−0.059003
−0.007202
0.145272
−0.019772
0.100963

36
−0.088778
−0.066424
−0.017077
−0.08817
0.053731
0.001091
−0.055337
0.005107

37
−0.00724
0.039091
0.015676
−0.060444
−0.012963
−0.102737
−0.027864
0.1698

38
−0.054138
−0.012988
0.007411
−0.034329
−0.021478
−0.037555
−0.03205
0.084002

39
−0.013652
0.017607
0.008787
−0.151848
0.008833
0.04036
−0.011296
0.023142

40
−0.001877
0.0251
0.000392
0.006598
0.009293
−0.002825
−0.009644
0.015137

41
−0.05255
−0.178566
−0.033812
−0.0182
0.000921
0.001975
−0.02768
−0.017376

42
0.053233
0.080356
0.03305
−0.037539
0.013614
−0.047507
0.002772
−0.081076

43
0.015389
−0.001318
−0.001314
0.005722
−0.029268
−0.0061031
0.013016
0.038094

44
−0.000144
0.062779
0.002312
−0.015113
0.005118
0.033558
0.022686
0.028834

45
0.003746
0.081112
0.031233
−0.006961
−0.020683
0.0469
−0.105601
0.007501

46
−0.019216
−0.12294
0.055978
−0.017975
−0.017405
−0.007535
0.000904
0.001969

47
−0.040228
0.038833
−0.048045
−0.016527
−0.032638
0.064486
0.000925
−0.133909

48
0.053563
−0.049869
0.005057
−0.003914
−0.02223
−0.08376
0.026062
0.009448

49
0.012931
−0.029418
−0.0065
0.035433
−0.039546
0.039151
0.006045
0.001784

50
0.006483
0.138377
0.020982
−0.040039
0.046823
0.02754
0.070992
−0.084204

51
0.009473
−0.110196
0.058131
−0.037818
−0.003019
−0.094402
0.033784
−0.00503

52
−0.009829
−0.023453
−0.023788
−0.033073
0.046508
−0.017288
−0.010921
−0.022264

53
−0.017497
0.079697
0.001066
−0.084864
0.051652
0.078375
0.040205
0.154205

54
0.003008
−0.060122
−0.027853
0.109176
0.037946
−0.008935
0.086082
−0.020581

55
−0.006052
−0.006688
−0.079632
0.028738
0.081785
0.01853
−0.048032
0.043641

56
0.019507
−0.011508
0.041515
−0.049253
−0.032508
−0.088408
−0.097486
0.034283

57
−0.094823
−0.023597
−0.055604
−0.052849
−0.037317
0.012001
−0.015333
0.014049

58
0.00839
0.03079
−0.018543
−0.077943
−0.006333
0.016805
0.061964
−0.068391

59
0.001749
0.081025
−0.089046
−0.028131
0.104576
0.032376
−0.019196
0.145261

60
−0.006102
−0.006173
0.004381
−0.028379
−0.015175
0.016656
−0.001621
0.020234

61
0.009626
0.023579
0.002132
0.029314
0.009307
−0.007267
0.002147
0.017354

62
−0.007404
−0.023206
0.000757
−0.041649
−0.022821
−0.005348
0.016332
−0.041426

63
0.008058
−0.019217
0.006301
0.030398
−0.010965
−0.015498
−0.011406
0.006212

64
−0.00391
0.01544
−0.017105
0.015903
0.000769
0.007547
0.003076
0.000915

65
0.008978
−0.007382
0.011834
0.019739
−0.01868
0.004333
0.012648
−0.029808

66
−0.00809
0.002096
0.00751
0.005873
0.002009
0.007365
−0.024452
0.026058

67
−0.016165
−0.012625
−0.0235
−0.022109
0.016599
0.003571
−0.008005
0.011493

68
−0.023019
0.007719
−0.030324
−0.040579
−0.020718
−0.023697
0.006153
−0.005255

69
0.004239
0.035008
−0.008107
0.000526
0.010154
0.023132
−0.007758
0.001925

70
0.003727
0.031002
0.017299
−0.005276
0.007859
0.018548
−0.005607
0.020623

71
0.008129
−0.030773
0.017596
0.006069
−0.024323
0.024355
0.016382
−0.005967

72
0.008012
−0.031649
0.002397
0.023185
−0.01447
0.076574
0.000419
−0.011747

73
0.011115
−0.022963
0.005062
−0.002211
0.001861
0.037211
−0.008305
−0.03183

74
0.01601
0.001694
0.019782
0.01384
−0.007715
0.016147
0.026675
0.001584

75
0.001063
−0.0168
0.009763
0.006662
−0.003984
0.006617
0.009582
0.012227

76
0.00337
−0.026583
0.018287
0.022206
−0.027676
0.021019
0.007
0.006285

77
0.004565
−0.000646
0.01255
0.000178
−0.003929
0.007226
0.00514
0.016685

78
0.005638
−0.00366
0.005758
−0.004785
0.005768
0.003184
0.004366
0.049623

79
−0.007162
0.016184
0.006272
0.004514
0.005178
0.023885
0.017799
−0.013381

80
0.00607
0.024091
−0.012172
0.040053
0.053545
−0.033789
0.015883
−0.025742

81
0.034019
0.040443
0.000221
0.027924
−0.029467
−0.015951
0.006819
−0.069165

82
−0.007021
0.001385
0.008138
0.007652
0.006854
0.028217
−0.000861
0.031777

83
−0.009508
−0.009035
0.000375
0.022347
0.0032
0.002136
0.006704
0.014713

84
0.005112
−0.008416
0.012202
0.016912
0.009058
−0.014669
0.004655
−0.012108

85
0.008856
−0.001888
−0.001266
0.035988
0.033276
−0.027002
0.049292
−0.057796

86
−0.006641
−0.019358
0.00967
0.02699
−0.008239
0.020204
0.017346
−0.0305

87
0.00694
0.003719
0.01584
0.025247
0.026669
−0.012346
0.020407
−0.020541

88
−0.003553
0.014888
−0.005422
0.005493
0.016105
−0.001935
−0.007122
0.029301

89
−0.00759
0.007028
−0.009596
−0.008239
0.014581
−0.007568
0.000418
0.03606

90
−0.000266
−0.002069
−0.002506
0.013619
0.011909
−0.00176
0.005485
0.016141

91
−0.003333
−0.001083
0.00337
0.01903
0.011981
0.014654
−0.005192
0.012606

92
0.031719
0.024064
0.013038
0.02921
−0.006726
0.018155
−0.01273
0.004446

93
−0.005615
−0.016598
−0.000677
0.010229
−0.016458
−0.001175
−0.003954
−0.019827

94
0.005533
−0.012976
0.009431
0.022063
−0.008281
0.032374
−0.01635
0.036265

95
−0.003821
−0.009278
−0.007929
−0.004101
0.018063
0.00792
0.006935
−0.044031

96
0.001899
0.007631
0.023582
−0.026076
0.030619
0.017537
−0.010683
0.02161

97
0.002711
0.01762
−0.012931
0.022235
−0.005584
0.025136
0.020405
0.000231

98
0.006946
−0.002528
0.006126
0.02046
0.003142
0.023822
0.004843
−0.015254

99
−0.007363
0.001443
−0.008057
0.008103
0.004037
0.006122
0.004892
−0.01157

100
0.004428
−0.007457
0.009441
−0.003989
−0.000239
0.026276
0.00058
−0.014918

101
−0.000336
−0.011483
−0.004887
0.005306
−0.009179
0.016825
0.007925
−0.022316

102
0.016879
−0.009341
0.012307
0.025175
0.045875
−0.010226
0.008616
−0.008312

103
−0.0035
0.014172
−0.017829
−0.001961
0.020071
0.013813
0.020933
−0.000276

104
0.010435
−0.039413
0.001579
−0.008209
0.004496
−0.014632
0.015858
−0.030448

105
0.000907
−0.025013
0.001116
−0.059292
−0.015201
−0.078969
−0.030675
0.036934

106
−0.013219
−0.03321
0.001994
−0.008411
0.00211
−0.000296
−0.016791
−0.024754

107
0.00241
−0.014248
−0.001855
0.002247
−0.000813
−0.010344
−0.009969
0.019942

108
−0.003
0.029532
−0.00254
0.004052
0.019517
−0.017779
0.011751
−0.025527

109
0.00153
−0.097996
−0.017676
0.010411
0.009867
−0.052266
−0.038561
0.023606

110
0.013264
0.024538
0.024072
0.023145
0.037791
0.031916
0.0176
−0.020506

111
0.000386
−0.004101
0.024661
0.048192
0.040326
0.000828
−0.015662
−0.00205

112
−0.003479
0.035762
−0.008139
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0.002002
0.007325
0.000017
0.015629
0.017187
−0.004805

255
0.010399
−0.003241
0.010216
0.006373
−0.01526
0.013908
0.019784
−0.015463

256
−0.006798
−0.031101
−0.009399
−0.026869
−0.032058
0.079921
−0.003135
0.014526

257
−0.00628
−0.002691
0.00265
0.012781
−0.006681
0.011651
0.00078
−0.013914

258
−0.008762
0.006437
−0.01997
0.00746
0.017368
0.019624
0.001571
0.024688

259
0.005595
0.029399
−0.000276
0.005007
−0.00145
0.005154
−0.002026
−0.009882

260
0.004385
0.028607
0.012527
0.018682
−0.014957
−0.00229
0.009087
−0.050883

261
0.00673
−0.015016
0.009337
0.015681
−0.015618
0.006666
−0.007983
−0.029556

262
0.003585
−0.012167
0.022529
0.01333
−0.002412
−0.014543
−0.015727
0.011191

263
0.009824
0.010861
0.01676
0.015644
0.001726
−0.019617
−0.012012
0.004552

264
0.000742
0.034817
−0.013161
−0.002426
−0.002838
0.029341
0.001523
0.012144

265
0.003064
0.049478
−0.017316
−0.008393
−0.008239
0.032482
0.02187
−0.007561

266
−0.001839
0.011335
−0.008652
0.00538
−0.019076
0.020997
0.025675
−0.032927

267
−0.008758
−0.006379
−0.006642
−0.02644
−0.00266
0.04399
−0.0032
0.050351

268
−0.014496
0.010285
−0.017596
−0.000332
0.002867
0.003605
−0.01005
0.006901

269
−0.018533
−0.002728
−0.022794
0.00068
−0.004172
−0.004436
−0.005869
0.002396

270
−0.019288
0.014615
−0.010195
−0.009951
−0.002988
−0.004175
0.003157
0.000323

271
0.005252
−0.027534
0.014062
0.010855
−0.034849
−0.025712
−0.00085
−0.009215

272
0.012549
−0.023353
0.007459
0.010774
−0.035631
0.007985
−0.015397
−0.01044

273
0.01065
0.016392
0.006395
0.007071
−0.000735
−0.036211
0.00336
−0.019134

274
0.010565
0.01608
0.005163
0.009399
−0.0032
−0.032592
0.005152
−0.023913

275
−0.00429
0.018447
0.010403
−0.032787
0.016097
−0.036931
0.031215
−0.018797

276
−0.004979
0.017653
0.010237
0.005122
0.005674
0.013306
−0.007492
0.026656

277
0.00314
0.026337
0.008296
0.00488
0.02348
0.008073
−0.00601
0.017807

278
0.004585
0.026148
0.008315
0.00067
0.023905
0.007335
−0.009398
0.02923

279
0.002207
0.01075
0.015164
0.013978
0.013541
−0.025557
−0.012849
0.005714

280
0.003086
0.028026
−0.018141
−0.001105
0.008658
0.014469
0.017914
0.005592

281
0.011949
−0.008151
0.001197
−0.003692
−0.01937
0.030328
0.005117
0.004658

282
0.011434
−0.017413
−0.000793
0.001041
−0.008601
0.023009
0.012923
0.025082

283
0.002795
0.016344
0.006956
−0.006335
−0.005939
−0.008254
0.01053
−0.009832

284
−0.009127
0.001381
−0.00751
−0.003304
−0.008927
0.017255
−0.012563
0.007415

285
−0.006177
−0.008112
−0.002751
0.004619
−0.007966
0.008169
−0.006831
0.013849

286
0.001507
−0.01141
−0.02167
0.007832
0.014544
0.031127
−0.007133
0.015252

287
−0.002435
−0.01397
−0.021968
0.006178
0.012631
0.020637
−0.000598
0.019953

288
−0.014646
0.006702
−0.011639
−0.009458
0.00583
0.028878
−0.014361
0.059812

289
−0.000003
0.000467
0.014448
0.011678
−0.00862
−0.008689
0.004398
0.020857

290
−0.002537
−0.001652
−0.002917
−0.014021
−0.02542
0.014003
−0.029434
0.028812

291
−0.001791
−0.001659
−0.001635
−0.013678
−0.025667
0.015143
−0.0263
0.020452

292
0.001158
−0.016796
0.00524
−0.00668
−0.026861
0.009438
−0.029621
0.014508

293
−0.012275
0.044926
−0.004507
−0.021507
−0.011525
0.033565
−0.019927
−0.012488

294
−0.024444
−0.010633
−0.02048
−0.022059
0.000993
0.003698
−0.005533
0.019147

295
−0.000131
0.019871
0.016025
−0.008614
−0.030064
−0.003837
−0.010782
−0.025979

296
−0.01284
−0.016555
0.012635
−0.009676
−0.034487
−0.055748
0.016258
−0.042593

297
−0.0036
0.00489
0.011501
−0.001083
−0.033717
0.0289
−0.015866
−0.019589

298
−0.006482
0.005917
−0.011068
−0.031935
−0.015055
−0.068532
−0.010062
−0.008656

299
−0.005701
0.023921
−0.011403
−0.017266
−0.042233
−0.00086
−0.016141
−0.038053

300
−0.012392
0.030236
−0.008438
−0.033482
0.006497
0.0074
−0.02436
0.006282

301
−0.014406
0.010888
−0.006132
−0.019166
−0.03665
−0.005773
−0.023127
0.009873

302
−0.015935
−0.019563
−0.003256
−0.010286
−0.017019
−0.025847
−0.008664
0.006187

303
−0.00623
−0.018084
−0.018159
−0.009892
−0.020436
−0.025408
−0.003727
−0.032961

304
−0.007954
0.009584
−0.021275
−0.034647
−0.019884
−0.03063
−0.020817
−0.005804

305
0.018008
−0.003478
0.015632
−0.00916
−0.00555
−0.005164
−0.01005
−0.044601

306
−0.020324
0.006074
−0.019434
−0.041358
−0.043482
0.020047
−0.029202
−0.046659

307
−0.010565
0.064836
−0.036189
−0.013003
−0.015194
0.005768
−0.03885
0.028439

308
0.01766
−0.00303
0.023809
0.010522
−0.054192
−0.050095
−0.020101
−0.042334

309
−0.038448
−0.020144
−0.034684
−0.03026
−0.007919
−0.003768
−0.002127
0.012368

310
−0.016392
0.000373
−0.036817
−0.030068
−0.003021
−0.054715
0.032729
−0.013983

311
−0.021478
0.03412
−0.029405
−0.013871
0.002538
−0.007034
−0.025977
0.008515

312
0.007194
−0.101947
−0.014478
0.010038
−0.033042
0.033153
−0.055336
0.000061

313
−0.015003
0.000503
−0.026006
−0.016104
−0.005445
0.024482
−0.012831
0.013704

314
0.015528
0.006586
0.001199
−0.039265
0.002216
0.029567
−0.011621
0.031723

315
−0.033627
−0.026846
−0.032242
−0.017506
−0.019473
0.017129
−0.006458
−0.018316

316
−0.02192
0.016652
−0.000817
−0.019353
−0.05344
−0.001395
0.035282
0.006488

317
−0.036929
−0.004387
−0.025191
−0.026786
−0.017658
0.013403
−0.00117
0.007341

318
−0.029887
0.024879
−0.017669
−0.012369
−0.01595
−0.004265
−0.010074
−0.031413

319
−0.038735
−0.013842
−0.049376
−0.01357
−0.016504
0.009163
−0.000102
−0.00606

320
−0.021359
0.014614
−0.038491
0.000125
0.008189
0.013086
−0.01153
0.01196

321
−0.015195
0.018338
−0.007177
−0.02944
−0.005818
0.030348
−0.0324
0.033384

322
0.009442
0.001741
0.025585
−0.035159
−0.015591
−0.046366
−0.007652
0.057468

323
0.011299
0.01946
−0.01349
−0.013949
−0.001004
−0.005033
−0.051108
0.020128

324
−0.009083
0.017642
0.004855
−0.00071
−0.030768
−0.034313
0.022697
−0.019958

325
−0.056588
−0.062816
−0.040905
−0.01708
−0.009871
0.011465
0.016395
0.004358

326
−0.042829
−0.02361
−0.050923
−0.022375
0.012625
0.003854
−0.015763
−0.043692

327
−0.020223
−0.025144
−0.022501
−0.010401
−0.000319
−0.03074
−0.01527
−0.006328

328
0.005679
−0.042175
0.014517
−0.016692
−0.014208
−0.058983
−0.043365
0.020468

329
−0.010884
−0.039137
−0.017419
0.020538
−0.002072
−0.01421
−0.022271
−0.02631

330
−0.004909
−0.04231
−0.001619
−0.020267
0.015401
−0.033004
−0.001953
−0.014494

331
−0.041082
−0.026511
−0.044732
−0.021391
0.003094
0.01632
−0.024289
0.000952

332
−0.027038
0.054886
−0.037843
−0.021021
0.015988
−0.023123
−0.016948
−0.012044

333
0.934163
−0.043952
−0.043486
−0.026927
−0.009995
0.014065
−0.008266
0.012836

334
−0.036475
0.726255
−0.005268
0.030214
−0.029628
−0.024904
−0.004635
−0.014259

335
−0.04574
−0.006876
0.919861
−0.018946
0.006715
0.023378
−0.01068
0.0284

336
−0.038481
0.008207
−0.027901
0.858255
−0.003064
0.000793
−0.025043
0.021223

337
−0.009541
−0.031433
−0.008498
−0.003364
0.873452
−0.015811
−0.02387
−0.047374

338
0.019251
−0.038953
0.021076
0.010616
0.000868
0.738277
0.013979
−0.07591

339
−0.016745
−0.018486
−0.011618
−0.009654
−0.022557
0.0157891
0.886852
0.042981

APPENDIX B4

PCA Transformation

Matrix (82 × 82

Normal/Diseased)

A
B
C
D
E
F
G
H
I
J
K
L
M

1
409.4/255.3>GPA:Lyso 16:0
0.114759
−0.051905
−0.013778
−0.110977
0.221117
−0.057009
0.087631
−0.126223
0.080964
0.093727
−0.025278
0.151599

2
437.4/283.3>GPAlyso 18:0
0.034866
0.088283
−0.011396
−0.136625
0.247874
0.151009
0.010982
−0.126
−0.038998
−0.198221
0.037718
0.007115

3
647.8/255.3>GPA:16:0/16:0
0.115239
−0.044186
0.14981
−0.193332
−0.039585
0.027614
0.053642
0.010153
0.090358
0.13925
−0.025007
0.088774

4
673.8/281.3>GPA:18:1/16:0
0.055934
0.02702
0.213677
−0.186921
−0.196138
0.069761
0.024154
0.061457
0.031865
0.070003
−0.000456
−0.022459

5
699.8/281.3>GPA:36:2
0.055597
0.029329
0.210775
−0.189003
−0.212305
0.063259
0.042354
0.04886
0.014137
0.048541
−0.017246
−0.019335

6
701.8/283.3>GPA:36:1
0.044331
0.025896
0.219359
−0.18489
−0.204341
0.088021
0.030901
0.042881
0.007047
0.060986
0.010571
−0.009524

7
703.8/283.3>GPA:36:0
0.088386
0.062411
0.188306
−0.205886
−0.057318
0.108775
0.068955
−0.011409
0.02078
−0.058672
0.046382
−0.001894

8
721.8/281.3>GPA:16:0/22:5
0.143751
0.092109
−0.051878
−0.123848
0.143237
−0.033527
0.080881
0.005872
0.02188
−0.108493
−0.018808
−0.073239

9
723.8/283.3>GPA:18:0/20:4
0.047793
0.01543
0.194626
−0.20441
−0.191611
0.096465
0.057959
0.009987
0.009828
0.006154
0.018196
−0.007425

10
731.8/283.3>GPA:38:0
0.112663
0.07029
0.149659
−0.213156
−0.015465
0.064339
0.06731
0.059256
0.027094
0.035105
0.005083
−0.002569

11
757.8/281.3>GPA:40:1
0.102212
0.018106
0.173068
−0.135695
−0.211452
−0.053478
−0.030895
−0.037733
−0.019567
−0.070057
−0.073219
0.022795

12
759.8/283.3>GPA:40:0
0.082457
0.030179
0.200883
−0.168812
−0.163533
0.120186
0.015696
0.017822
−0.036463
0.085138
0.091034
0.006522

13
483.4/255.3>GPGro:Lyso 16:0
0.116476
0.055434
−0.07137
−0.168625
0.219045
−0.002162
−0.01437
0.131646
0.022771
0.067748
−0.000918
−0.054605

14
507.4/279.3>GPGro:Lyso 18:2
0.084755
0.038955
0.004174
−0.161687
0.279516
0.003025
−0.068582
0.196936
0.083892
0.059977
−0.022513
−0.062261

15
509.4/281.3>GPGro:Lyso 18:1
0.036809
0.045452
−0.09925
−0.201575
0.187447
0.086097
−0.149794
0.138368
−0.146016
0.108618
−0.08814
−0.024014

16
511.4/283.3>GPGro:Lyso 18:0
0.099245
0.095536
−0.06473
−0.17404
0.218888
−0.012759
−0.03823
0.150967
0.054321
0.038387
−0.009991
−0.128261

17
743.8/279.3>GPGro:18:2/16:1
0.000306
−0.031251
0.067245
0.226988
−0.167013
−0.109876
−0.134992
0.148008
0.07772
0.063039
−0.128438
−0.074352

18
769.8/279.3>GPGro:18:2/18:2
−0.047362
−0.048801
0.149363
0.162023
0.066206
0.163835
−0.207282
0.082342
−0.152555
0.148842
0.082238
0.069439

19
771.8/279.3>GPGro:18:2/18:1
−0.010114
0.039716
0.122877
0.148986
−0.029076
−0.274197
0.171412
−0.003908
0.124022
−0.137025
−0.04511
0.046147

20
773.8/279.3>GPGro:18:2/18:0
0.022783
0.159315
0.05515
−0.007967
0.171198
−0.17077
0.087029
0.218397
0.162282
−0.117904
−0.003033
−0.121665

21
775.8/281.3>GPGro:18:1/18:0
0.035719
0.152728
−0.101139
−0.159584
0.140089
−0.019483
0.088398
0.198872
−0.066928
−0.032275
−0.087114
−0.150611

22
777.8/283.3>GPGro:18:0/18:0
0.132216
0.109429
−0.032118
−0.10222
0.179947
−0.055154
0.070614
0.033115
0.042225
−0.094011
0.043661
−0.071902

23
476.6/196.1>Lyso GPEtn:Lyso18:2a
−0.057273
−0.000286
0.234232
0.076985
0.169126
0.078949
0.071045
−0.138562
−0.002664
−0.128005
−0.071893
−0.074736

24
478.4/196.1>Lyso GPEtn:Lyso 18:1
−0.036966
−0.008666
0.178244
0.059122
0.144355
0.2527
−0.015708
−0.195836
−0.137145
−0.098874
−0.003303
−0.162105

25
480.4/196.1>Lyso GPEtn:Lyso 18:0
0.083195
−0.021459
0.023377
0.080471
0.078865
0.259405
0.02949
−0.119379
−0.093786
0.165049
0.140061
0.06671

26
500.4/196.1>Lyso GPEtn:Lyso 20:4
−0.077714
−0.101173
0.07984
0.022699
0.112746
0.261203
−0.102647
−0.142017
−0.125497
−0.147807
0.030004
−0.251741

27
524.4/196.1>Lyso GPEtn:Lyso 22:6
−0.085276
−0.140801
0.059955
0.00748
0.091087
0.213403
−0.098063
−0.143522
−0.187517
−0.049772
−0.030791
−0.233785

28
520.4/184.1>GPCho:Lyso 18:2
0.043723
−0.070168
0.224968
0.089802
0.176074
−0.033108
0.052393
−0.048958
0.07763
0.1074
−0.092582
0.208565

29
544.4/184.1>GPCho:Lyso 20:4
−0.019805
−0.230432
−0.006344
−0.064596
0.08485
0.029276
0.154131
−0.065453
0.03949
−0.029109
0.192939
0.12334

30
568.4/184.1>GPCho:Lyso 22:6
−0.027587
−0.224793
0.012989
−0.074323
0.08228
−0.107818
0.093568
−0.070711
−0.118583
0.226332
−0.076564
0.053397

31
570.4/184.1>GPCho:Lyso 22:5
−0.042658
−0.205554
0.037287
−0.074979
0.104432
−0.102977
0.18357
−0.07623
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0.171328
−0.097567
0.074327

32
678.5/184.1>GPCho:28:0a
0.054681
0.115962
0.12006
0.058059
0.02265
−0.045942
0.185717
−0.095566
−0.217952
−0.039953
0.04958
−0.150402

33
704.6/184.1>GPCho:30:1a
0.164259
−0.092
−0.040425
0.009194
−0.038398
−0.032556
−0.118678
−0.136694
0.132106
−0.000345
−0.036496
−0.16018

34
732.6/184.1>GPCho:32:1a
0.100536
0.061317
−0.160773
−0.017742
−0.07246
0.049648
0.181416
−0.124905
−0.105377
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−0.286556
0.044199

35
734.6/184.1>GPCho:32:0a
0.096861
0.063469
−0.173175
−0.051909
−0.163999
0.012087
−0.025338
−0.126321
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−0.20561
−0.019751

36
742.6/184.1>GPCho:34:2p, 34:3e
0.051127
0.136408
0.151904
−0.044687
0.017705
−0.190119
−0.022666
−0.165526
−0.101818
0.07455
0.082076
−0.128359

37
744.6/184.1>GPCho:34:1p, 34:2e
−0.069467
0.043493
0.242191
0.0071
0.091061
−0.156418
−0.112471
−0.079845
0.029719
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−0.10264
0.041184

38
748.6/184.1>GPCho:34:0e
0.081242
0.121693
−0.033754
−0.071782
−0.079615
−0.148515
−0.185889
−0.204608
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−0.241832
0.03069
0.153106

39
756.6/184.1>GPCho:34:3a
−0:080158
0.234186
0.010982
0.037044
0.015483
−0.020846
−0.027672
−0.024561
−0.065869
0.046545
0.024379
0.072942

40
758.7/184.1>GPCho:34:2a
−0.042508
0.155796
0.022728
0.054399
−0.05808
0.093417
−0.228821
0.267954
0.007933
0.125095
−0.283857
−0.029941

41
762.6/184.1>GPCho:34:0a
0.0287
0.133212
−0.148055
−0.037131
−0.123136
0.028556
0.140236
−0.0786071
−0.20011
−0.175819
−0.365844
−0.016345

42
768.6/184.1>GPCho:36:3p, 36:4e
−0.118886
−0.125837
0.03275
−0.161874
0.036888
−0.094605
−0.134723
−0.0853491
0.0072881
−0.115642
0.0598
−0.078432

43
770.6/184.1>GPCho:36:2p, 36:3e
−0.090413
0.023063
0.17977
−0.096231
0.097846
−0.197034
−0.144544
−0.081979
0.037218
−0.111824
−0.070154
0.070605

44
772.6/184.1>GPCho:36:1p, 36:2e
0.004049
0.194032
0.111378
0.015941
0.043028
−0.135627
−0.152931
−0.111105
−0.076651
−0.107983
0.087574
0.237239

45
782.6/184.1>GPCho:36:4a
−0.129707
−0.077698
−0.117986
−0.088742
−0.091371
0.090636
0.095902
0.118986
0.069601
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0.216589
−0.018946

46
784.6/184.1>GPCho:36:3a
−0.141611
0.072148
0.053934
−0.010025
−0.012032
0.027254
0.203171
0.148698
−0.04019
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0.063864
0.218314

47
786.6/184.1>GPCho:36:2a
−0.093682
0.137365
0.158851
0.121661
0.104201
−0.008505
0.026608
0.087584
−0.07947
0.00102
−0.088998
0.153683

48
788.6/184.1>GPCho:36:1a
0.040304
0.218352
0.02721
0.101228
0.020812
−0.044236
0.139493
−0.081815
−0.19154
0.050707
−0.047676
0.050019

49
792.6/184.1>GPCho:38:5p, 38:6e
−0.078427
−0.09013
0.029384
−0.156902
0.009149
−0.238731
−0.103282
−0.113507
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−0.091174
−0.122171

50
794.6/184.1>GPCho:38:4p, 38:5e
−0.105702
−0.133246
−0.015129
−0.185129
0.023401
−0.119935
−0.179494
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0.007282
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0.052927

51
796.6/184.1>GPCho:38:3p, 38:4e
−0.099955
−0.093464
−0.026052
−0.198842
−0.010895
−0.141806
−0.178284
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0.008619
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0.160245
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52
808.6/184.1>GPCho:38:5a
−0.15017
−0.093883
−0.062458
−0.10286
−0.023306
−0.079624
0.148703
0.074362
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0.069714
−0.003672

53
810.6/184.1>GPCho:38:4a
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−0.064002
−0.113963
−0.09126
−0.047104
0.017823
0.152833
0.097088
0.019118
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0.307726
0.04993

54
814.6/184.1>GPCho:38:2a
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−0.104513
−0.011661
−0.059687
−0.073428
−0.042779
−0.134583
0.098892
0.071601
0.058049
−0.055484

55
816.6/184.1>GPCho:38:1a
0.138507
0.100502
0.002794
0.093549
0.014677
−0.131207
−0.010504
−0.100403
0.008388
0.194851
0.21742
−0.186111

56
820.6/184.1>GPCho:40:5p, 40:6e
−0.111301
−0.107239
−0.009731
−0.151242
−0.002405
−0.213591
−0.118031
−0.058003
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0.096687
−0.032067
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57
826.6/184.1>GPCho:40:2p, 40:3e
0.094571
0.215027
−0.060295
−0.003962
−0.028229
−0.038408
−0.089231
−0.039676
−0.143054
0.006886
0.177908
0.010188

58
828.6/184.1>GPCho:40:1p, 40:2e
0.123474
0.166354
−0.047378
0.001635
−0.034173
−0.050881
−0.116565
0.015472
−0.222741
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0.190199
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59
834.6/184.1>GPCho:40:6a
−0.125619
−0.104178
−0.067288
−0.102706
−0.029394
−0.143505
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0.023026
−0.195974
0.16481
−0.078675
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60
836.6/184.1>GPCho:40:5a
−0.086145
0.050116
−0.114282
−0.048375
−0.089984
−0.152406
0.203272
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0.175369
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61
703.8/184.4>SM:d18:1/16:0
0.163979
−0.100076
−0.048009
−0.004666
−0.034404
−0.049889
−0.13189
−0.106711
0.148259
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−0.005526
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62
731.8/184.4>SM:d18:1/18:0
0.154963
−0.053326
−0.13747
0.007934
−0.077157
0.024042
−0.01179
−0.122108
0.135951
0.08482
0.033453
0.004356

63
787.9/184.4>SM:d18:1/22:0
0.014218
0.078623
0.173738
0.150818
0.129722
−0.162663
0.123754
−0.083932
0.117025
0.115723
0.109026
−0.005758

64
813.9/184.4>SM:d18:1/24:1
0.165571
−0.059888
−0.096618
−0.033682
−0.059503
−0.064771
−0.044714
−0.136737
0.153412
0.050337
0.056362
−0.095133

65
841.9/184.4>SM:d18:1/26:1
0.108008
0.187231
−0.074281
0.054199
−0.061773
0.005022
−0.045757
−0.064551
−0.079422
0.130164
0.288459
−0.012642

66
843.9/184.4>SM:d18:1/26:0
−0.077372
0.100996
−0.083497
−0.045188
−0.003167
0.089345
−0.246852
0.076341
−0.115772
0.173105
0.09159
0.204435

67
538.7/264.4>Cer:d18:1/16:0
0.141523
−0.092318
−0.038171
−0.076708
0.136315
0.054751
−0.051883
−0.039035
−0.072634
0.02395
−0.064597
0.268

68
566.7/264.4>Cer:d18:1/18:0
0.162111
−0.047178
−0.109401
−0.007068
0.009547
0.097918
0.035782
−0.093264
0.02229
0.067548
−0.030602
0.210932

69
594.7/264.4>Cer:d18:1/20:0
0.174791
−0.063685
−0.053824
0.018389
0.013405
0.080164
0.046067
−0.041733
−0.064567
−0.018417
−0.032602
0.232816

70
622.8/264.4>Cer:d18:1/22:0
0.170333
−0.07498
0.024385
0.035792
0.051476
0.018692
0.131279
0.020432
−0.072242
−0.08554
0.006966
0.118071

71
648.9/264.4>Cer:d18:1/24:1
0.183616
−0.057341
−0.052207
−0.025506
0.01884
0.037202
0.053797
−0.052111
−0.021534
−0.022467
−0.047612
0.093569

72
650.9/264.4>Cer:d18:1/24:0
0.137283
−0.08327
0.10557
0.078094
0.004296
−0.046628
0.189092
0.021805
−0.029262
−0.087274
0.051087
−0.150055

73
700.7/264.4>MonoHexCer:d18:1/16:0
0.148766
−0.125579
0.039006
0.066748
−0.024576
−0.011
−0.060293
0.167842
−0.162174
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0.004391
0.065454

74
728.7/264.4>MonoHexCer:d18:1/18:0
0.175842
−0.096098
0.032884
0.004635
−0.011244
−0.022753
−0.003513
−0.000892
0.007955
−0.022096
−0.061367
−0.058954

75
784.8/264.4>MonoHexCer:d18:1/22:0
0.143405
−0.132589
0.082307
0.082004
0.003743
−0.052609
−0.042946
0.17351
−0.135752
−0.091891
0.025424
−0.038063

76
810.9/264.4>MonoHexCer:d18:1/24:1
0.164966
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0.017239
0.027677
−0.033346
−0.037078
−0.046809
0.117975
−0.105562
−0.070293
−0.02823
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77
812.9/264.4>MonoHexCer:d18:1/24:0
0.129991
−0.134368
0.075979
0.086263
−0.000067
−0.052285
−0.045865
0.203527
−1.19604
−0.101307
0.027478
−0.033118

78
862.7/264.4>DiHexCer:d18:1/16:0
0.158259
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0.023141
0.079046
−0.010829
−0.044671
−0.057141
0.080241
−0.088688
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0.018828
−0.092307

79
890.7/264.4>DiHexCer:d18:1/18:0
0.160167
−0.118595
0.020827
0.067281
0.000415
−0.034501
−0.008959
0.139594
−0.104587
−0.094047
0.075572
0.09479

80
946.8/264.4>DiHexCer:d18:1/22:0
−0:158405
−0.127348
0.052891
0.062726
0.016964
−0.069351
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81
972.9/264.4>DiHexCer:d18:1/24:1
0.167871
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0.006863
0.034552
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−0.0650121
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0.035922
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−0.030206
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82
974.9/264.4>DiHexCer:d18:1/24:0
0.150027
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0.056823
0.070369
0.014455
−0.095055
−0.02676
0.143224
−0.107355
−0.083686
0.052452
−0.002574

N
O
P
Q
R
S
T
U
V
W
X
Y
Z
AA

1
−0.121301
0.241247
−0.177961
0.058399
−0.235537
0.103471
−0.068486
0.072591
−0.033091
0.188115
−0.090353
0.036654
−0.116176
0.016086

2
0.179797
0.012645
−0.182498
0.084957
−0.261371
0.063478
0.236355
0.120025
0.218312
−0.01962
−0.227994
0.065341
−0.199534
−0.113073

3
−0.155376
0.119427
−0.046512
−0.09785
−0.114476
0.011653
−0.07771
0.039653
−0.001837
0.142524
−0.210222
0.04256
0.001071
0.189034

4
−0.019364
−0.035176
−0.005559
−0.019275
0.002901
−0.00833
0.015337
−0.022707
0.067102
0.010913
−0.075808
−0.046479
−0.000765
0.069096

5
−0.014578
−0.014559
0.011186
0.012909
0.005381
−0.00114
0.01313
−0.025745
0.055927
−0.005897
−0.007938
−0.041584
0.008837
0.046578

6
0.034102
−0.042752
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0.006901
−0.007924
−0.005214
0.059055
−0.071258
0.038453
−0.011272
0.007958
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0.038414
0.004609

7
0.111572
0.054805
−0.032196
0.084448
−0.09849
−0.021476
0.120124
0.055805
0.033681
0.013199
−0.045447
0.017531
−0.114628
−0.112877

8
0.041645
−0.061316
−0.095786
0.029526
0.086688
0.172151
0.029233
0.177074
−0.018493
−0.004219
0.317067
0.15089
0.034536
0.162855

9
0.08431
−0.039694
0.017122
0.085027
−0.100808
0.002505
0.039709
−0.049241
0.058669
−0.040206
−0.001867
−0.146225
−0.009398
−0.0789

10
0.044201
−0.014544
0.057267
0.037329
0.154807
0.003226
−0.039065
0.022117
−0.129506
−0.060003
0.069107
0.156985
0.064881
−0.107184

11
−0.039361
−0.022893
0.05347
0.021884
−0.122872
0.043793
−0.077329
−0.048209
−0.074727
−0.115059
0.289476
0.10184
0.097937
0.029775

12
−0.019253
−0.061921
0.031842
−0.014351
0.065167
−0.080226
0.075368
0.017374
0.017221
−0.001187
0.087909
0.014524
−0.127191
0.001399

13
0.023069
0.034907
0.05432
−0.216558
0.065946
−0.098481
−0.114191
−0.159221
−0.091052
−0.040843
0.03337
−0.020909
0.072348
−0.110752

14
−0.012842
0.034556
0.064883
−0.044304
0.104788
−0.163694
−0.078086
−0.06016
−0.132979
−0.150807
−0.032522
−0.113756
−0.069375
−0.136392

15
−0.117676
0.264949
0.143819
0.109357
−0.083447
−0.136829
0.001983
−0.130752
0.023091
−0.167532
0.133917
−0.039706
−0.164033
0.033454

16
0.046029
−0.073318
0.004718
−0.107673
0.138129
−0.106949
−0.026676
−0.07344
−0.095662
−0.067566
0.038591
−0.053344
0.103926
−0.101806

17
0.108862
0.296529
−0.077161
0.166715
0.01328
−0.080701
−0.22243
0.008243
0.204914
−0.248615
0.094201
0.152293
−0.28513
−0.033023

18
−0.121389
−0.171458
0.061163
−0.112932
0.111184
−0.235933
0.065502
0.063814
0.033771
−0.054836
0.092543
0.342653
−0.185185
0.080097

19
0.148991
0.17041
0.252993
0.24976
−0.180107
0.055998
−0.090768
−0.135061
−0.04224
0.027322
0.224303
0.039339
0.043425
−0.026476

20
0.058633
−0.098137
0.085453
0.248069
−0.12244
−0.109319
−0.053869
−0.05396
0.135566
−0.002635
−0.063073
−0.007221
−0.038951
0.025455

21
−0.151692
−0.078336
−0.017454
0.183183
−0.085173
−0.072695
−0.037372
0.093056
0.256102
0.020437
−0.103858
0.054197
−0.071191
0.119127

22
0.04149
−0.171928
−0.01953
0.058979
0.073286
0.149239
0.093401
0.186525
−0.04534
0.059972
0.325174
0.072706
0.108904
0.210377

23
−0.068995
0.114242
0.029475
0.093507
−0.101584
−0.024334
−0.137797
0.068323
−0.192599
−0.071683
−0.075369
−0.05764
0.22411
−0.163225

24
−0.100996
0.040378
0.053377
0.122978
−0.14742
0.031502
−0.061608
−0.049796
−0.154857
−0.080264
−0.052206
−0.140107
0.077861
0.044439

25
−0.250124
−0.150279
0.015725
0.438143
0.112117
0.003273
−0.267399
0.249031
−0.183884
−0.027689
−0.026125
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29
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30
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31
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32
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33
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34
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35
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37
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38
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39
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40
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41
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42
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43
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44
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45
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46
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47
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48
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49
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50
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51
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52
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53
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54
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55
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56
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57
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58
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59
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60
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61
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62
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63
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64
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65
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66
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67
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68
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69
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70
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71
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72
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73
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74
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75
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76
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77
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78
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79
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80
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81
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82
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AB
AC
AD
AE
AF
AG
AH
AI
AJ
AK
AL
AM
AN
AO

1
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2
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3
0.316006
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0.075006
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4
0.177786
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5
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6
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7
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8
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9
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10
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11
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12
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13
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14
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15
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16
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17
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18
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19
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20
0.178638
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21
0.23242
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22
0.021925
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23
0.107382
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24
0.02443
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25
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30
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31
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32
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38
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39
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40
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41
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42
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43
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44
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45
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46
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47
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48
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49
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50
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51
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52
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53
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54
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55
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76.
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57
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58
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59
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60
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61
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62
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63
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64
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65
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66
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67
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68
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69
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70
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71
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72
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73
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74
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75
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76
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77
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78
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79
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80
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81
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82
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AP
AQ
AR
AS
AT
AU
AV
AW
AX
AY
AZ
BA
BB
BC

1
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2
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0.0012
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3
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4
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5
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6
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7
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8
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9
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10
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11
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12
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13
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14
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15
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16
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17
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18
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19
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20
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21
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22
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23
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0.007686
0.220779
0.139506
0.022536
−0.046266
0.001032
−0.145255
−0.097579
−0.132526
0.062583
−0.055145

24
0.069254
0.109432
0.133761
0.079689
−0.078012
−0.153642
−0.084868
0.072802
−0.172806
0.103956
0.169914
0.123083
−0.056015
0.12258

25
0.040514
−0.048719
0.161193
−0.077884
−0.180625
−0.048736
0.083935
−0.060526
0.111505
−0.01784
0.016504
−0.011411
−0.050687
0.045141

26
0.007233
−0.050715
−0.046162
−0.008606
−0.076701
0.048098
−0.054662
0.116587
0.061499
0.033949
0.035608
0.013504
0.038225
−0.036912

27
−0.039514
0.132964
−0.049687
0.065025
0.005772
0.056947
0.123125
−0.083712
0.021561
0.01597
−0.129984
−0.006714
−0.025743
−0.151768

28
0.057237
0.036649
−0.063953
0.004379
−0.012325
−0.041208
0.069912
0.002388
−0.01973
0.065656
−0.139719
−0.132181
0.002695
−0.222635

29
−0.091078
−0.162397
0.134235
−0.02691
0.102836
0.267576
0.032472
−0.01859
−0.015683
0.205946
−0.039105
0.017137
0.150158
0.035913

30
−0.184384
0.006008
−0.018682
−0.004235
−0.030544
−0.034767
0.003313
0.044295
0.130988
−0.248431
0.038283
−0.026411
−0.023923
0.021034

31
0.186816
0.025038
0.000366
0.068732
0.096479
−0.030042
−0.089862
0.030793
−0.000099
−0.320613
0.152998
0.048479
−0.111705
0.138057

32
0.055015
0.019551
−0.020438
−0.105722
−0.135515
0.07012
0.056594
0.099072
0.052809
−0.096401
−0.032081
−0.110945
0.067265
0.073787

33
0.097097
−0.05592
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0.00882
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−0.087026
0.110751
0.060873
0.160311
0.12065
−0.128385
0.004752
0.025505
0.061841

34
0.134786
0.136723
0.174107
0.017724
0.286382
−0.11825
0.138685
−0.088502
−0.025003
0.038458
0.101169
−0.097732
0.057682
0.010697

35
0.028327
0.207366
0.028676
−0.069735
0.085839
0.185288
−0.097086
0.078333
−0.075296
−0.073529
0.01045
0.112128
0.042312
−0.12542

36
−0.017743
0.171644
0.102876
−0.074214
−0.004681
−0.092867
−0.001953
0.008456
0.051746
−0.060212
−0.056007
0.052521
0.031467
−0.022778

37
0.027118
−0.044927
0.002006
−0.048365
0.028156
0.012731
−0.089355
−0.009178
0.119681
−0.008847
0.106666
0.145561
−0.144767
0.00093

38
−0.228743
−0.296052
0.084524
0.12103
0.10179
−0.06144
0.045164
−0.041181
0.151069
0.002454
−0.036768
0.047031
−0.101511
−0.073095

39
−0.004645
0.039217
−0.216359
−0.300626
0.020879
0.085879
−0.269307
0.107808
0.07928
0.051652
−0.124576
0.112255
0.029654
−0.001804

40
−0.107478
−0.027329
0.199577
0.093861
0.044413
0.116355
0.002621
−0.044723
−0.00359
−0.127074
0.120006
0.025868
0.074153
0.100003

41
0.025151
0.021002
−0.136764
0.158415
−0.209408
−0.049829
−0.132493
−0.066064
0.005441
0.051272
−0.190808
−0.023674
−0.015806
0.130566

42
−0.050393
−0.061134
−0.0716191
0.04071
0.118533
−0.1190421
−0.234247
−0.0659161
0.089611
−0.034391
0.116853
−0.009651
0 088761
0.018348

43
−0.056058
−0.198127
0.029151
−0.092497
−0.069938
0.115799
0.089489
0.133892
−0.337451
−0.187182
−0.05671
−0.078352
0.035025
0.056301

44
0.160651
0.03129
−0.146386
−0.099193
−0.132805
0.035787
−0.149402
−0.116025
−0.058048
0.016916
0.126309
−0.286049
0.255799
−0.038225

45
−0.096545
0.155132
−0.001235
0.081849
−0.069379
−0.192866
−0.070742
−0.009162
−0.051385
−0.00469
−0.057717
−0.073956
−0.098675
0.052931

46
0.006593
0.047199
0.080121
−0.062544
−0.071317
0.006481
−0.026353
−0.016409
0.180888
0.036012
0.094565
0.083487
0.002199
0.065727

47
0.09754
−0.026116
−0.055074
−0.018782
0.077247
0.004631
0.128926
−0.1296
0.04307
0.094706
−0.143161
−0.013554
−0.120968
−0.029017

48
−0.04419
−0.15116
−0.186548
0.002344
−0.142111
−0.146198
0.128046
0.174852
0.009333
0.102064
0.126051
0.122003
−0.09631
−0.068804

49
−0.023174
−0.146998
−0.156297
0.158979
0.132027
0.008486
0.092227
−0.08865
−0.042695
0.184086
0.180078
−0.135855
−0.003239
0.13498

50
0.03713
0.169246
0.193188
−0.163511
0.071134
−0.147656
0.115452
−0.001217
0.116105
−0.027555
−0.132855
0.042585
0.082392
−0.239304

51
0.094713
0.173165
0.008159
0.050649
−0.151647
0.129314
0.011901
−0.04228
0.032553
−0.080249
−0.065699
0.009973
−0.139007
0.12434

52
0.146972
−0.101686
−0.055057
0.131537
−0.061533
0.032361
0.214499
−0.045798
−0.101896
0.039111
−0.067338
0.136129
0.132903
−0.093125

53
0.085992
−0.081847
−0.100502
0.032902
0.089113
0.033828
0.083771
0.128529
−0.086209
−0.105217
0.173155
−0.02916
−0.010866
0.045858

54
0.127532
−0.037192
−0.070178
0.020606
−0.000271
−0.068162
−0.006529
−0.047182
−0.020193
−0.032878
0.060462
−0.069148
0.08837
−0.108942

55
0.055731
−0.081603
0.112491
0.161972
−0.253012
−0.007281
−0.082058
−0.106115
−0.009966
−0.04001
0.035945
0.033714
0.108678
−0.021646

56
0.162186
0.197354
0.046539
0.02124
−0.163299
0.03306
0.089418
0.053583
0.134638
0.291256
0.000207
0.105322
−0.060422
0.002947

57
−0.016525
0.030193
0.12991
0.088337
0.181186
−0.035283
0.218072
0.072412
−0.06519
−0.140725
−0.117
0.062404
−0.081578
−0.010393

58
0.118627
−0.047497
0.113823
0.143891
0.103105
−0.195823
−0.007643
0.052728
−0.195488
−0.003182
0.005793
0.118361
0.067732
−0.007699

59
−0.165243
−0.097369
0.024687
−0.154925
−0.032958
−0.149655
−0.256846
0.275367
−0.153478
−0.082069
−0.196451
0.034208
−0.104298
−0.083224

60
−0.100964
0.072954
0.059316
−0.13272
0.12729
0.139069
−0.088475
−0.206369
0.006444
0.070596
0.013817
−0.115951
0.173088
−0.010192

61
−0.071673
−0.105401
−0.011334
−0.110928
0.022548
0.006475
−0.034346
−0.049555
−0.030715
−0.048798
0.095637
−0.074042
0.014506
0.099156

62
−0.046359
−0.031524
0.063889
−0.025558
−0.142357
0.088757
−0.166945
−0.041921
0.077087
0.01842
0.025585
0.057788
−0.110897
−0.051513

63
−0.063338
0.325914
0.10024
0.036914
0.033993
0.191036
0.05164
0.00697
−0.029868
0.008518
−0.001285
0.154998
0.10244
0.123762

64
0.132017
0.044137
−0.078246
0.003505
0.050603
−0.024199
−0.058168
0.047079
−0.135745
0.011932
−0.11317
−0.001095
0.006727
−0.084641

65
−0.058666
0.07115
−0.096876
0.074581
0.141524
0.105225
0.065977
0.039941
0.17959
−0.101481
0.047032
−0.088512
−0.239802
0.042164

66
−0.064187
0.055509
−0.081096
−0.049846
0.09342
−0.034493
−0.043725
0.165002
0.035335
0.059993
−0.071393
0.00202
0.002674
−0.086279

67
0.082303
0.056162
0.157512
0.05235
−0.121714
−0.096209
0.1181
−0.21935
−0.006854
−0.0165251
0.054622
0.180118
−0.138144
0.060162

68
0.02595
−0.118317
0.030804
0.125427
−0.04937
0.005771
−0.031343
0.130795
0.028336
0.023802
−0.045878
−0.045292
0.127787
0.137499

69
−0.094446
−0.034466
0.109541
0.005603
−0.135468
0.094441
−0.086894
0.160433
−0.064762
−0.088439
0.083234
−0.211785
−0.011694
−0.173855

70
−0.02417
0.076153
−0.070599
−0.063964
0.004882
−0.024531
0.112943
0.022264
−0.02887
0.010803
−0.083575
−0.143292
0.067231
0.068769

71
0.007481
0.001796
−0.104238
−0.050822
0.268385
−0.012519
0.101657
0.016448
−0.012983
−0.028067
−0.104774
−0.039904
−0.04019
0.159294

72
−0.002358
−0.13287
0.194267
−0.150355
0.148609
−0.104921
−0.038475
−0.0029
0.054365
0.071684
0.140309
0.158526
−0.032526
−0.141988

73
−0.026895
0.076247
−0.121968
−0.084737
−0.099758
−0.112182
−0.079309
−0.019637
−0.060724
−0.051303
0.413632
0.046408
0.076327
−0.080651

74
−0.14218
−0.046547
−0.168838
0.018545
0.10919
0.022426
−0.110582
−0.10698
−0.071239
0.15185
−0.037507
0.293884
−0.034078
−0.029852

75
−0.203813
0.078071
−0.025937
0.145279
−0.127075
−0.055058
−0.023683
0.036621
0.105251
0.015441
−0.250038
−0.202682
−0.038292
−0.028434

76
−0.017034
0.072068
−0.024506
−0.127038
0.121101
−0.00992
0.057394
0.162943
0.017552
0.127091
0.200205
0.058262
0.201702
−0.060794

77
0.065016
−0.042109
0.078876
0.075812
0.07505
−0.017712
−0.164759
0.123472
0.147148
0.136764
−0.075077
−0.08568
−0.12868
0.157069

78
0.067668
0.073701
0.08128
−0.231904
−0.174008
−0.037737
0.161776
0.100271
−0.272355
−0.216453
−0.175072
0.099158
−0.016004
−0.008383

79
−0.055312
−0.065159
−0.099679
−0.085837
0.025712
0.08027
−0.113063
−0.299153
0.032395
−0.136513
−0.148284
0.317859
0.15454
0.163695

80
−0.025749
−0.134942
−0.005212
0.225004
−0.02893
−0.128979
0.059659
0.01342
0.049312
−0.042491
−0.011668
−0.110607
0.050283
−0.024166

81
0.052313
0.141451
−0.097195
0.01312
−0.033592
0.147063
0.036739
−0.061604
0.201843
−0.25047
0.04058
−0.194304
−0.066686
0.120956

82
0.244044
0.036377
−0.0009691
0.004961
0.0681381
0.2950841
−0.014733
−0.0133291
−0.112202
0.2486331
−0.039026
−0.086736
−0.170631
−0.183877

BD
BE
BF
BG
BH
BI
BJ
BK
BL
BM
BN
BO
BP
BQ

1
−0.0671
0.026472
−0.060669
0.051168
0.027837
−0.058365
0.046409
−0.077825
0.085743
−0.043331
−0.11249
−0.087966
0.060765
−0.054089

2
0.016738
0.041159
0.068516
0.084415
0.089196
0.129925
−0.074419
0.008767
0.090258
0.068138
−0.105885
0.022281
0.020149
−0.022218

3
−0.121678
−0.011211
0.050389
−0.048928
−0.096332
0.049403
−0.07241
0.180888
−0.082206
0.059938
0.092904
0.22283
−0.035357
0.090797

4
−0.021785
0.081765
0.004056
0.033783
0.217453
−0.037514
−0.035164
0.015436
0.070241
−0.142971
−0.032854
−0.164064
0.049337
−0.062085

5
0.038818
−0.026972
−0.007812
0.050887
0.172395
−0.124674
0.034358
−0.155206
0.100481
−0.030357
−0.057338
−0.080443
−0.042844
−0.03147

6
0.138201
−0.04906
−0.13269
0.083316
−0.072558
0.021904
0.160484
−0.292868
0.095005
0.150258
−0.0911
0.229442
0.021224
−0.152221

7
−0.02849
−0.186312
−0.310965
−0.287462
−0.004697
−0.222234
0.120262
0.017273
−0.089837
−0.095299
0.123683
0.085192
−0.116521
0.115675

8
0.189488
0.009274
0.035581
−0.032001
0.081933
−0.10194
−0.010448
−0.15889
0.122402
−0.11564
−0.039001
−0.200478
0.078902
0.007903

9
−0.26525
0.088934
0.142269
0.0062
−0.072069
−0.008288
−0.226548
0.090875
0.088599
−0.023696
0.011398
−0.075199
−0.029836
−0.026375

10
0.087262
−0.064493
0.121406
0.214024
−0.20733
0.004162
−0.031544
−0.008872
−0.043324
0.059765
−0.039582
−0.067025
0.071938
−0.026023

11
−0.092986
0.073967
−0.115645
−0.036493
−0.007106
0.177187
−0.013458
0.110116
0.025123
−0.04317
0.047041
−0.009016
0.030855
0.124866

12
0.225704
0.053259
0.205712
−0.051826
−0.028032
0.185273
0.038127
0.175124
−0.179253
0.02573
−0.012724
−0.094551
0.028972
−0.015016

13
0.022812
0.161867
−0.004716
−0.072184
−0.004131
−0.186481
0.119375
−0.141562
0.230541
−0.069325
0.064512
0.209948
−0.06844
−0.105361

14
0.013848
−0.082319
0.00661
−0.106389
0.149638
0.293438
−0.132891
0.097841
0.07542
−0.192971
0.123018
−0.074224
−0.178909
−0.125687

15
−0.054048
−0.150949
0.173131
0.129
−0.04522
−0.032308
0.124017
−0.059024
−0.023502
0.093969
−0.037598
0.022048
0.114239
0.069394

16
−0.117344
0.173643
−0.253394
0.02156
−0.009936
−0.049107
−0.005854
0.036272
−0.140893
0.087112
−0.236597
−0.0786
0.155271
0.15904

17
−0.041016
0.054945
−0.099426
0.061151
−0.008425
0.042817
−0.03415
−0.091322
0.019925
−0.023227
−0.069005
0.031714
0.040254
−0.083236

18
−0.195133
−0.053838
0.075931
−0.101809
0.135087
−0.130763
−0.13532
0.036127
0.102546
−0.063453
0.009915
0.071814
−0.041938
−0.015754

19
−0.036159
0.008253
0.054043
−0.194817
0.046256
−0.09624
−0.030956
0.179948
0.130585
−0.036772
−0.025004
0.006563
−0.071356
−0.035678

20
0.057579
−0.163069
0.169249
0.067024
0.01581
−0.02473
0.065417
−0.126274
−0.077994
0.017713
0.023089
0.012643
−0.019543
0.056082

21
−0.025216
0.195228
−0.107131
−0.111983
−0.069511
−0.055426
−0.144776
0.116424
−0.073899
−0.000074
−0.001762
−0.047396
−0.033279
0.009679

22
−0.153639
−0.111255
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23
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24
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26
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27
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28
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29
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30
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31
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32
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33
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34
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35
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36
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37
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38
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39
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40
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41
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42
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43
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44
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45
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46
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47
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48
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49
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50
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51
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52
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53
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54
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55
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56
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57
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58
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59
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60
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61
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62
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63
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64
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65
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66
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67
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68
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69
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70
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71
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72
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73
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74
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75
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76
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77
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78
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79
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80
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81
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82
0.035128
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BR
BS
BT
BU
BV
BW
BX
BY
BZ
CA
CB
CC
CD
CE

1
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2
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3
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4
0.057715
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0.044871
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5
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6
0.084514
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7
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8
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9
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10
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11
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12
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13
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14
0.044084
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15
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16
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17
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18
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0.079283
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0.00921
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0.06051
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19
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0.116703
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0.069176
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20
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0.004844
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21
0.019833
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0.031552
0.045834
−0.056815
0.013287
0.031312
−0.053805
0.069747
−0.081098
0.03099
−0.000462

22
0.153554
−0.083459
−0.011816
−0.197084
0.02653
0.034151
−0.036052
0.273487
0.157146
0.099068
−0.043196
−0.099099
−0.067878
−0.001546

23
−0.025138
−0.002184
0.062236
0.054233
−0.032474
0.08617
0.05459
0.089445
0.026789
−0.018725
0.043627
0.07099
−0.043559
−0.0065

24
0.057396
0.073077
−0.147686
−0.075197
0.01013
−0.02128
−0.061091
−0.068887
−0.093139
0.072255
−0.080722
−0.018194
0.057814
−0.016295

25
−0.030157
−0.040113
0.024959
−0.002491
−0.005582
−0.020532
−0.053874
0.006677
0.033825
−0.061962
0.044091
0.00629
−0.009451
−0.01785

26
0.156894
−0.208265
0.203096
0.386515
0.035726
0.00945
0.107107
0.159104
0.130251
−0.09204
0.207652
−0.056051
−0.041553
−0.16188

27
−0.164559
0.172103
−0.032648
−0.382162
−0.067336
0.062151
−0.10869
−0.148481
−0.148851
0.101037
−0.238076
0.002887
0.058959
−0.096947

28
−0.098999
0.011746
0.156622
0.096139
−0.03169
−0.063014
0.085443
0.070148
−0.044631
−0.044692
−0.02412
−0.063137
−0.04367
−0.238116

29
0.160052
0.086458
−0.131387
−0.088421
−0.042283
0.097965
−0.092895
−0.038324
0.112219
0.070014
−0.032226
−0.001085
0.08487
−0.093334

30
0.014193
−0.061957
−0.010177
−0.087757
−0.079148
0.093355
−0.106872
0.087198
0.118028
−0.263096
0.004443
0.088722
−0.069109
−0.069114

31
−0.064403
−0.082911
−0.063088
0.04864
0.175878
−0.080173
0.154031
−0.072542
−0.119585
0.172917
0.056286
0.007989
0.010174
−0.018293

32
−0.0408
−0.033008
−0.064815
−0.079075
0.043842
0.003763
−0.034444
0.025074
0.02256
−0.000099
−0.00573
−0.009464
0.006181
−0.003418

33
0.104152
0.003718
0.142417
−0.036899
0.453767
0.151707
−0.026331
0.049627
−0.033619
−0.05519
−0.299738
0.118201
−0.075896
−0.142899

34
0.036823
0.026239
−0.004335
0.063292
−0.022219
−0.052357
0.032739
−0.016447
0.018709
−0.011689
0.000744
0.000164
−0.000096
−0.075151

35
−0.043135
−0.033296
−0.015901
0.054309
−0.103648
−0.012665
0.039197
0.057851
0.00639
−0.078863
−0.069874
−0.045791
0.013462
−0.044533

36
0.023482
−0.003016
0.029113
0.070421
−0.006663
0.052839
0.044854
0.015879
0.023237
−0.036186
0.0172
0.033356
−0.00382
−0.004966

37
−0.085246
0.027803
0.061345
−0.070935
−0.091239
−0.104377
−0.076582
0.062774
0.081493
0.122555
0.071666
−0.01059
−0.052216
−0.023393

38
0.036307
−0.08027
−0.029789
−0.031768
0.059577
0.107334
−0.0281
−0.134336
0.055646
0.026935
0.054562
−0.001876
0.02166
−0.004436

39
−0.186269
−0:017583
−0.072462
−0.093673
0.049829
−0.012683
0.050484
−0.084352
0.077263
0.041403
0.004625
−0.004604
−0.027862
−0.120052

40
−0.01362
0.023817
0.010227
−0.027835
0.064414
0.131588
−0.053522
0.088315
0.030981
−0.013223
−0.12974
0.051718
0.007693
−0.45549

41
−0.007372
0.098246
0.000021
0.001761
0.036596
0.020963
−0.107081
0.104607
−0.118891
0.040458
0.094298
0.046495
0.012308
−0.050277

42
−0.056734
−0.084229
−0.138623
−0.050529
−0.070378
−0.048282
0.095925
0.110415
0.091469
−0.030539
−0.105253
−0.111142
−0.038758
−0.042722

43
0.055399
−0.063347
−0.246923
0.055631
0.129798
0.070569
0.043427
−0.246803
−0.000653
−0.127547
−0.194919
0.001226
0.111978
−0.01711

44
0.087701
0.035264
0.082351
−0.034628
0.015873
0.027585
−0.114925
0.156678
−0.11841
0.050322
−0.052488
−0.029515
0.003579
−0.027339

45
−0.027008
−0.079216
−0.009363
0.118701
0.22283
−0.020523
0.098688
−0.264223
0.098947
−0.080693
0.004351
−0.017228
0.013672
−0.350777

46
0.019527
0.00842
0.073117
−0.049244
−0.069302
0.049099
−0.092234
0.143885
0.00735
0.101369
−0.032222
0.011393
−0.009345
−0.229059

47
0.13919
−0.013402
−0.143595
−0.009695
−0.018025
−0.120577
0.129732
−0.203208
−0.08861
0.007291
0.177884
−0.001748
0.008943
−0.317526

48
−0.007866
−0.027981
0.095892
−0.070234
−0.027127
0.003909
0.01747
0.050986
0.102486
−0.098462
−0.148738
0.008736
−0.002264
−0.161296

49
−0.039769
0.128494
0.095642
0.026387
0.131925
−0.07197
−0.06396
0.020127
−0.147711
−0.016594
0.103156
0.06248
0.004146
−0.017065

50
0.240082
−0.076673
0.186897
−0.093858
−0.072847
0.165854
−0.150999
0.14948
−0.121536
0.14319
0.073472
0.064192
−0.029019
−0.040174

51
−0.090448
0.265182
0.173789
−0.022745
−0.012632
−0.121187
0.010015
−0.01642
0.023025
−0.127558
0.104292
0.054252
−0.040755
−0.030335

52
0.138767
0.1416
−0.054818
0.019799
−0.218337
0.116255
−0.081799
0.004648
0.15008
−0.11822
−0.063754
−0.10219
0.018931
−0.135289

53
−0.170834
−0.019807
0.076488
−0.015711
0.081003
−0.016378
−0.025641
0.165744
−0.324584
0.080485
−0.006931
0.117647
−0.034527
−0.212516

54
−0.187771
0.016413
0.087679
0.035123
0.06838
0.290653
0.120826
−0.030466
−0.060118
−0.078491
0.046099
−0.529164
0.174049
−0.137287

55
0.120822
0.059737
0.035375
0.111413
−0.056243
−0.137177
−0.135112
−0.064436
−0.126371
0.160792
0.091476
0.165551
−0.07202
−0.050195

56
−0.170467
−0.276068
−0.175766
0.144314
−0.064862
−0.022306
0.120451
−0.03191
0.168876
0.070785
−0.094712
−0.039846
0.054294
−0.01535

57
−0.031434
0.137178
0.022751
0.129294
0.204868
0.086524
−0.194567
−0.071712
0.134553
0.355873
0.189785
−0.117935
−0.030398
−0.017746

58
0.167587
−0.074457
−0.063577
−0.055611
−0.125835
−0.14336
0.198192
0.06444
−0.182129
−0.320729
−0.078871
0.05606
−0.028285
−0.015183

59
0.116141
0.230324
0.061533
0.053211
0.013159
0.006112
0.055414
0.019031
−0.130553
0.187427
0.02536
−0.113914
0.031181
−0.0896

60
−0.011489
−0.109549
0.047166
−0.059884
0.054885
−0.011027
−0.02065
−0.041718
0.097612
−0.087996
−0.041364
0.075717
−0.039536
−0.041414

61
−0.052116
0.047095
−0.081327
−0.099419
−0.333871
−0.228727
−0.062498
−0.084087
−0.020222
0.045055
0.227642
−0.048424
0.032589
−0.381216

62
0.072777
−0.002409
−0.083769
0.04302
−0.026779
−0.12188
−0.07366
0.025521
−0.062566
0.146889
−0.153055
−0.215208
0.043388
−0.148395

63
−0.077974
0.02099
0.100014
0.064656
0.094926
0.102762
0.020881
0.030717
−0.019948
−0.017212
−0.049472
−0.048081
0.009161
−0.112315

64
0.050498
−0.109176
−0.204901
−0.037245
−0.034322
−0.008545
−0.012536
0.118963
0.183234
0.024841
0.032845
0.422582
−0.111479
−0.234427

65
0.029605
0.045102
−0.057468
−0.038006
−0.189884
0.069491
0.107026
0.053182
−0.035905
−0.072646
−0.108163
0.014277
0.079686
−0.013387

66
0.044664
−0.008635
−0.010079
−0.006453
0.009567
−0.011316
0.009875
−0.02106
−0.031807
0.016965
0.008907
−0.003336
0.009831
−0.019794

67
0.026969
0.091331
0.020431
−0.014774
−0.00925
−0.007171
0.028712
0.021397
0.029524
−0.122323
−0.024263
−0.066359
0.002127
−0.003979

68
−0.209
0.193446
−0.064333
−0.173453
0.063514
0.285318
0.239063
0.068633
0.136395
−0.054361
0.276272
0.185326
−0.086047
−0.00165

69
0.09505
−0.045321
0.196558
0.02896
0.059763
−0.17049
−0.132892
−0.110578
−0.032422
−0.081459
−0.196043
0.141274
−0.015809
−0.000824

70
0.169722
−0.257097
−0.08196
0.030346
−0.063937
0.067566
−0.060049
−0.095721
−0.060783
0.108259
0.271827
−0.061866
0.090811
−0.002171

71
−0.112713
−0.039353
−0.021811
0.240602
−0.148657
−0.15292
−0.147484
0.007557
0.009787
0.175609
−0.368899
−0.009283
−0.012467
−0.004563

72
0.066808
0.190636
−0.018991
−0.059305
0.063738
−0.04084
0.156148
0.048192
0.008319
−0.093214
−0.008361
−0.069897
−0.020034
−0.013958

73
0.111208
0.049985
−0.04536
0.036418
−0.006184
0.26013
0.069123
−0.106145
0.247881
0.325656
−0.09813
0.145241
0.019057
−0.001796

74
0.082356
−0.060292
0.088599
0.029982
−0.059373
0.137261
0.038407
−0.05342
−0.12879
0.006677
0.130034
0.140869
0.036779
−0.00028

75
0.061867
0.253165
−0.268767
0.069747
0.002486
−0.126781
0.089347
0.320441
0.090769
0.016705
−0.024965
−0.143366
−0.065233
−0.001757

76
−0.048256
0.069772
−0.027849
−0.03042
0.273037
−0.316988
−0.229057
0.028031
0.029478
−0.182929
0.148504
−0.149243
−0.015014
−0.002325

77
−0.134867
−0.185418
0.263734
−0.018003
−0.203161
0.182384
0.085211
−0.159409
−0.215507
0.019414
−0.062501
0.082977
0.020496
−0.002358

78
−0.209893
−0.121766
−0.039869
−0.069344
−0.069226
0.083444
−0.096567
0.062875
−0.084482
−0.084916
0.096746
0.042798
0.024793
−0.004138

79
−0.002832
−0.052667
0.005512
−0.018483
0.082916
0.041015
−0.049356
0.069814
−0.175091
−0.09423
−0.060324
−0.117395
−0.00784
−0.000388

80
−0.280088
−0.175741
0.104502
−0.039673
−0.064053
−0.086038
−0.260438
−0.056201
0.22068
0.032297
−0.008747
−0.064688
0.000661
−0.000452

81
0.394281
0.079958
0.047898
−0.011935
−0.003594
0.022358
0.202416
−0.151312
0.002585
−0.008746
−0.065706
−0.070059
0.028916
−0.00096

82
−0.06756
0.154829
−0.06704
0.053024
0.124989
−0.039091
0.11554
0.042181
0.017323
0.065771
−0.003922
0.118842
−0.004081
−0.000495

APPENDIX B5

PCA Transformation

Matrix (82 x 82; Benign/Malignant)

A
B
C
D
E
F
G
H
I
J
K
L
M

1
409.4/255.3>GPA:Lyso 16:0
−0.115804
0.036866
0.190288
−0.077558
−0.103124
−0.020264
0.034268
−0.202573
0.007009
0.034879
−0.074285
0.087505

2
437.4/283.3>GPA:Lyso 18:0
−0.073104
−0.149793
0.164443
−0.040301
−0.138671
0.046442
−0.005097
−0.091212
0.044323
−0.078475
0.16843
0.110508

3
647.8/255.3>GPA:16:0/16:0
−0.120462
0.077948
0.181466
−0.075297
−0.001039
0.088859
0.004857
−0.095556
−0.060154
0.02959
−0.105386
0.068568

4
673.8/281.3>GPA:18:1/16:0
−0.084439
−0.013882
0.145826
−0.101584
0.267739
0.210619
0.004397
0.124187
−0.086317
0.071983
−0.059266
0.005609

5
699.8/281.3>GPA:36:2
−0.080003
−0.016736
0.146945
−0.082111
0.313563
0.182352
0.010055
0.13018
−0.050576
0.022415
−0.089773
0.011456

6
701.8/283.3>GPA:36:1
−0.068051
−0.012919
0.142283
−0.109399
0.301919
0.211851
−0.000735
0.127635
−0.060527
0.090897
−0.027749
0.037914

7
703.8/283.3>GPA:36:0
−0.131326
−0.084891
0.169082
−0.062883
0.05923
0.122987
0.002582
0.000213
−0.022285
−0.002231
0.120293
0.068805

8
721.8/281.3>GPA:16:0/22:5
−0.143672
−0.109338
0.119264
−0.029032
−0.059127
−0.008042
0.060473
−0.017439
0.01857
−0.118687
0.086151
−0.122186

9
723.8/283.3>GPA:18:0/20:4
−0.063071
−0.003776
0.169469
−0.042068
0.282979
0.160269
0.018137
0.07177
−0.054298
0.0545
0.030494
0.127332

10
731.8/283.3>GPA:38:0
−0.133751
−0.088425
0.160192
−0.077478
−0.021825
0.131253
0.039929
0.033861
−0.032421
−0.012855
−0.004045
0.001071

11
757.8/281.3>GPA:40:1
−0.121096
0.011659
0.045474
−0.078979
0.240893
−0.09927
−0.122863
0.055759
0.052087
−0.165888
−0.075319
−0.024441

12
759.8/283.3>GPA:40:0
−0.111225
−0.014334
0.070589
−0.109236
0.169359
0.24622
−0.06672
0.067571
0.079328
0.206746
0.061918
0.018431

13
483.4/255.3>GPGro:Lyso 16:0
−0.118273
−0.081409
0.17009
−0.025946
−0.230708
0.02773
0.014837
0.055211
−0.090173
0.01586
−0.033126
−0.085504

14
507.4/279.3>GPGro:Lyso 18:2
−0.090743
−0.071027
0.160956
−0.08103
−0.271364
0.047329
0.018055
0.107301
−0.156182
0.026178
−0.062445
−0.071729

15
509.4/281.3>GPGro:Lyso 18:1
−0.037456
−0.094046
0.187132
0.003671
−0.232289
0.069563
−0.113387
0.178623
0.031392
0.070213
−0.240019
−0.011291

16
511.4/283.3>GPGro:Lyso 18:0
−0.100083
−0.126027
0.161488
−0.030663
−0.216164
0.015789
0.026086
0.081924
−0.116519
0.003588
0.002135
−0.13223

17
743.8/279.3>GPGro:18:2/16:1
0.012676
0.092832
−0.220208
0.009716
0.118367
−0.05035
−0.068267
0.197642
−0.197009
0.082559
−0.196055
−0.003578

18
769.8/279.3>GPGro:18:2/18:2
0.049876
0.069104
−0.207645
−0.164377
−0.122231
0.143708
−0.109361
0.107564
0.083218
0.131945
−0.015819
0.048297

19
771.8/279.3>GPGro:18:2/18:1
−0.000085
0.020332
−0.087904
−0.135037
0.222181
−0.215894
0.21778
0.00505
−0.118614
−0.145871
0.004558
0.049761

20
773.8/279.3>GPGro:18:2/18:0
−0.044287
−0.163224
0.044698
−0.117062
−0.065187
−0.072302
0.204984
0.163271
−0.244948
−0.096974
0.048943
−0.056384

21
775.8/281.3>GPGro:18:1/18:0
−0.04127
−0.181142
0.149227
0.005898
−0.122326
0.014301
0.142247
0.172056
−0.028331
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−0.068267
−0.094496

22
777.8/283.3>GPGro:18:0/18:0
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−0.126683
0.092927
−0.061615
−0.096055
−0.03602
0.087327
−0.016353
0.003228
−0.09464
0.138252
−0.127168

23
476.6/196.1>Lyso GPEtn:Lyso18:2a
0.047003
0.042893
−0.054623
−0.303944
−0.011687
0.096923
−0.013846
−0.159327
0.000645
−0.207931
0.002625
−0.109046

24
478.4/196.1>Lyso GPEtn:Lyso 18:1
0.017312
0.026458
−0.09234
−0.226326
−0.034146
0.242498
−0.163798
−0.130491
0.192281
−0.100684
−0.025479
−0.187912

25
480.4/196.1>Lyso GPEtn:Lyso 18:0
−0.096099
0.025982
−0.094248
−0.043294
−0.015833
0.252967
−0.023831
−0.115626
0.175071
0.144584
−0.044847
0.071875

26
500.4/196.1>Lyso GPEtn:Lyso 20:4
0.084543
0.104938
−0.04126
−0.095886
−0.064818
0.229163
−0.179038
−0.026108
0.117492
−0.101779
0.115538
−0.31159

27
524.4/196.1>Lyso GPEtn:Lyso 22:6
0.09432
0.143258
−0.000925
−0.075798
−0.061317
0.160141
−0.142357
−0.007305
0.176584
−0.018137
−0.015515
−0.260344

28
520.4/184.1>GPCho:Lyso 18:2
−0.05199
0.108223
−0.060229
−0.25573
−0.084307
0.016521
0.090956
−0.149771
−0.023146
0.012253
−0.143502
0.22652

29
544.4/184.1>GPCho:Lyso 20:4
0.015253
0.210931
0.135657
0.01189
−0.05828
0.052892
0.093578
−0.121718
0.070382
0.02207
0.129941
0.109287

30
568.4/184.1>GPCho:Lyso 22:6
0.033445
0.197687
0.147064
−0.073423
−0.053519
−0.081787
0.120133
−0.066067
0.124541
0.116244
−0.17151
0.061328

31
570.4/184.1>GPCho:Lyso 22:5
0.047111
0.178615
0.148446
−0.106737
−0.03494
−0.060219
0.188308
−0.092241
0.1474
0.031387
−0.149261
0.041756

32
678.5/184.1>GPCho:28:0a
−0.099252
−0.113613
−0.032926
−0.104635
0.053261
−0.023572
0.051613
0.023606
0.286954
0.050999
0.060494
−0.219586

33
704.6/184.1>GPCho:30:1a
−0.154288
0.095283
−0.001522
0.052447
0.040543
−0.076895
−0.13245
−0.102575
−0.110244
0.009176
−0.025894
−0.141899

34
732.6/184.1>GPCho:32:1a
−0.109662
−0.072652
0.022786
0.135472
0.076607
0.054532
0.073299
−0.123088
0.15842
−0.233368
−0.247001
−0.027364

35
734.6/184.1>GPCho:32:0a
−0.090785
−0.077283
0.022096
0.227134
0.130929
−0.065625
−0.130447
−0.019362
0.103994
−0.220221
−0.115231
0.006518

36
742.6/184.1>GPCho:34:2p, 34:3e
−0.061789
−0.11954
0.050356
−0.199962
0.078043
−0.186729
−0.04261
−0.062981
0.056927
0.111583
0.018021
−0.136745

37
744.6/184.1>GPCho:34:1p, 34:2e
0.077649
−0.0196
−0.006817
−0.297543
0.010533
−0.133855
−0.109478
−0.037072
−0.077505
−0.172323
0.018796
0.011716

38
748.6/184.1>GPCho:34:0e
−0.076943
−0.125434
0.034475
−0.023799
0.118755
−0.207432
−0.251905
0.002736
0.148697
−0.110468
0.110824
0.173088

39
756.6/184.1>GPCho:34:3a
−0.088669
−0.211479
−0.06835
−0.060211
−0.012656
−0.01722
−0.013986
−0.010455
0.054268
0.018331
−0.021558
0.047894

40
758.7/184.1>GPCho:34:2a
0.057768
−0.146824
−0.146288
0.011061
−0.089254
0.066453
−0.113249
0.206877
−0.184414
−0.013593
−0.246409
0.053569

41
762.6/184.1>GPCho:34:0a
−0.034017
−0.150023
0.024662
0.148357
0.122034
0.010308
0.03588
0.021249
0.21296
−0.347652
−0.250648
−0.044416

42
768.6/184.1>GPCho:36:3p, 36:4e
0.121453
0.084894
0.187545
−0.05081
0.020841
−0.076741
−0.175693
0.012229
−0.010081
−0.030557
0.057818
−0.060404

43
770.6/184.1>GPCho:36:2p, 36:3e
0.093503
−0.028893
0.107059
−0.257621
0.034227
−0.132539
−0.154521
−0.026585
−0.058568
−0.099709
0.017956
0.015691

44
772.6/184.1>GPCho:36:1p, 36:2e
−0.013664
−0.177154
−0.044607
−0.176604
0.014884
−0.134653
−0.149144
−0.029688
0.080572
−0.030559
0.167525
0.233602

45
782.6/184.1>GPCho:36:4a
0.12604
0.049013
0.090783
0.205531
0.018094
0.106091
0.012688
0.074917
−0.009156
−0.065152
0.264077
−0.02946

46
784.6/184.1>GPCho:36:3a
0.139635
−0.061683
0.017312
−0.032091
0.02414
0.119775
0.186636
0.081093
0.091228
−0.089299
0.129055
0.132636

47
786.6/184.1>GPCho:36:2a
0.08489
−0.114107
−0.147069
−0.204085
−0.060547
0.028849
0.109329
0.061199
0.052947
−0.069797
−0.05175
0.144961

48
788.6/184.1>GPCho:36:1a
−0.059992
−0.191384
−0.111294
−0.077718
0.033847
−0.046591
0.111304
−0.045181
0.219591
−0.01716
−0.09904
0.000087

49
792.6/184.1>GPCho:38:5p, 38:6e
0.085459
0.057513
0.192085
−0.101454
0.041294
−0.208031
−0.095492
0.042218
0.12581
0.117068
−0.202028
−0.074747

50
794.6/184.1>GPCho:38:4p, 38:5e
0.115752
0.086103
0.198096
−0.031671
−0.009184
−0.110401
−0.192561
0.030088
−0.024793
−0.04978
−0.014943
0.046872

51
796.6/184.1>GPCho:38:3p, 38:4e
0.108576
0.051391
0.200978
−0.016808
0.026677
−0.114279
−0.223742
0.056669
−0.00904
−0.024937
0.203481
0.102564

52
808.6/184.1>GPCho:38:5a
0.15109
0.064136
0.138053
0.033516
0.008324
−0.038225
0.140645
0.096881
0.133774
0.014498
0.060686
−0.021493

53
810.6/184.1>GPCho:38:4a
0.14192
0.035031
0.103862
0.135698
0.027069
0.044677
0.109981
0.057251
0.058768
−0.015891
0.325457
0.019926

54
814.6/184.1>GPCho:38:2a
−0.168061
0.01458
0.023281
0.080778
0.047353
−0.108656
−0.066927
−0.13411
−0.044696
0.089191
0.021736
−0.099766

55
816.6/184.1>GPCho:38:1a
−0.140782
−0.068615
−0.069336
−0.045149
0.007233
−0.142146
0.024884
−0.081202
0.006676
0.285196
0.074289
−0.20262

56
820.6/184.1>GPCho:40:5p, 40:6e
0.120444
0.072677
0.17492
−0.058638
0.003734
−0.187906
−0.090772
0.051621
0.113316
0.106219
−0.073865
0.044146

57
826.6/184.1>GPCho:40:2p, 40:3e
−0.0999
−0.2025
−0.034145
0.026501
−0.014882
−0.068992
−0.096396
0.046036
0.141188
0.101885
0.07093
0.016359

58
828.6/184.1>GPCho:40:1p, 40:2e
−0.122261
−0.151749
−0.042384
−0.001044
−0.015252
−0.076554
−0.108916
0.146884
0.187789
0.069626
0.126139
0.086348

59
834.6/184.1>GPCho:40:6a
0.129983
0.074804
0.145563
0.008561
0.037131
−0.103612
0.161081
0.072239!
0.162893
0.094545
−0.151411
−0.023243

60
836.6/184.1>GPCho:40:5a
0.086836
−0.056007
0.08484
0.076852
0.062332
−0.152752
0.227051
0.126787
0.271234
0.204549
−0.064965
−0.169095

61
703.8/184.4>SM:d18:1/16:0
−0.153721
0.103874
0.013524
0.045085
0.031154
−0.089226
−0.136476
−0.083329
−0.1424
0.034185
−0.015708
−0.10718

62
731.8/184.4>SM:d18:1/18:0
−0.150283
0.055277
−0.010158
0.151122
0.045114
−0.008587
−0.050561
−0.154254
−0.078536
0.093953
−0.018156
−0.011159

63
787.9/184.4>SM:d18:1/22:0
−0.037966
−0.041943
−0.118533
−0.242869
0.064219
−0.108742
0.233629
−0.128168
−0.101829
0.188674
0.059126
0.039742

64
813.9/184.4>SM:d18:1/24:1
−0.160759
0.05732
0.050806
0.07813
0.072064
−0.087265
−0.059831
−0.1318
−0.112361
0.082633
0.042546
−0.105824

65
841.9/184.4>SM:d18:1/26:1
−0.112644
−0.167579
−0.09379
0.05597
0.018917
−0.029987
−0.048333
−0.015819
0.111428
0.254811
0.083199
−0.028398

66
843.9/184.4>SM:d18:1/26:0
0.077411
−0.114434
0.005143
0.058093
−0.10669
0.053972
−0.217583
0.11692
0.056407
0.253071
−0.091384
0.200538

67
538.7/264.4>Cer:d18:1/16:0
−0.131827
0.08056
0.088649
−0.000591
−0.193491
−0.002652
−0.047736
−0.06645
0.082827
−0.048378
−0.029741
0.217741

68
566.7/264.4>Cer:d18:1/18:0
−0.155767
0.047838
0.001359
0.114119
−0.060362
0.046698
−0.004451
−0.151826
0.044704
0.015998
−0.039656
0.163253

69
594.7/264.4>Cer:d18:1/20:0
−0.165386
0.071428
−0.020739
0.058171
−0.043637
0.038345
0.017595
−0.051578
0.0987
−0.04138
−0.003061
0.203119

70
622.8/264.4>Cer:d18:1/22:0
−0.161543
0.094158
−0.01582
0.002204
−0.033005
0.024961
0.098219
0.010481
0.086027
−0.052809
0.091481
0.11237

71
648.9/264.4>Cer:d18:1/24:1
−0.173225
0.060161
0.035752
0.056679
−0.042026
0.012362
0.015606
−0.064319
0.048258
−0.062783
−0.003543
0.072984

72
650.9/264.4>Cer:d18:1/24:0
−0.137401
0.122163
−0.029801
−0.042195
0.051825
−0.004891
0.152443
0.036543
0.014461
−0.020823
0.151547
−0.125706

73
700.7/264.4>MonoHexCer:d18:1/16:0
−0.128333
0.144003
−0.069931
−0.021664
−0.039722
−0.021156
−0.024894
0.230197
0.086046
−0.076519
0.022099
0.098171

74
728.7/264.4>MonoHexCer:d18:1/18:0
−0.163082
0.108849
0.001724
−0.000675
−0.000922
−0.019017
−0.022233
0.011177
−0.034964
−0.054021
−0.040571
−0.050981

75
784.8/264.4>MonoHexCer:d18:1/22:0
−0.126082
0.154886
−0.07689
−0.067744
−0.043425
−0.043977
0.004459
0.220546
0.05529
−0.045538
0.057348
−0.027549

76
810.9/264.4>MonoHexCer:d18:1/24:1
−0.146268
0.141974
−0.025458
−0.004951
−0.035028
−0.054458
−0.015134
0.16461
0.03533
−0.069606
−0.025457
0.052833

77
812.9/264.4>MonoHexCer:d18:1/24:0
−0.110929
0.156001
−0.073779
−0.059277
−0.073033
−0.054626
0.008158
0.26491
0.086597
−0.047137
0.04659
−0.003708

78
862.7/264.4>DiHexCer:d18:1/16:0
−0.143347
0.14521
−0.054401
−0.006723
−0.023289
−0.055453
−0.020089
0.146302
0.036288
−0.022489
0.008858
−0.077534

79
890.7/264.4>DiHexCer:d18:1/18:0
−0.14289
0.138144
−0.051237
−0.016802
−0.03494
−0.019055
0.015658
0.165947
0.065188
−0.032286
0.085591
0.105184

80
946.8/264.4>DiHexCer:d18:1/22:0
−0.141482
0.148477
−0.046266
−0.056936
−0.031934
−0.053765
0.0155
0.150457
0.034381
−0.005794
0.047752
−0.053017

81
972.9/264.4>DiHexCer:d18:1/24:1
−0.152406
0.130954
−0.010727
−0.010645
−0.009513
−0.073488
−0.019662
0.082235
0.003582
−0.042136
−0.043889
−0.071704

82
974.9/264.4>DiHexCer:d18:1/24:0
−0.132608
0.15275
−0.043904
−0.0597
−0.033342
−0.073255
0.02452
0.184977
0.038167
−0.032157
0.069307
0.02325

N
O
P
Q
R
S
T
U
V
W
X
Y
Z
AA

1
−0.15083
0.01665
−0.236671
0.155521
−0.092429
0.126787
−0.016593
0.152693
−0.008054
0.105365
−0.1216
0.099226
−0.050561
0.06236

2
0.058562
−0.168492
0.00353
0.125461
−0.134875
0.333729
0.192438
0.096096
0.050637
−0.027895
0.037061
−0.121827
−0.174828
0.038498

3
−0.225699
0.09703
−0.210982
−0.024603
−0.086359
0.081575
−0.119523
0.178049
0.02146
−0.069487
−0.12467
−0.00505
−0.045311
0.226546

4
−0.066528
−0.046699
−0.022232
−0.084444
−0.005992
0.014118
−0.034597
0.070442
−0.04144
−0.082442
0.056191
−0.031268
−0.017225
0.243763

5
−0.032717
−0.011198
−0.030841
−0.034263
0.051506
−0.007422
−0.006218
0.03369
−0.043543
−0.102171
0.045134
−0.02497
0.049219
0.152114

6
0.050598
−0.073566
0.035661
−0.092268
0.033098
0.02724
0.010163
−0.01192
−0.022667
−0.062401
0.005074
−0.087084
0.052775
0.046636

7
0.121886
−0.046303
−0.010501
0.103883
−0.125275
0.198016
0.127426
−0.017878
0.02599
0.016863
0.068983
0.09219
−0.134564
0.062921

8
0.092847
−0.071617
−0.031336
0.075694
0.119618
0.07379
−0.003326
−0.049146
−0.05152
−0.25409
−0.019904
0.16059
−0.039568
−0.205548

9
0.147181
0.037334
0.062255
0.04697
−0.058208
0.079903
0.02661
0.123971
0.147666
0.476889
−0.042735
0.041516
0.17659
−0.41921

10
0.141747
0.029537
0.028033
0.009689
0.135236
−0.125049
−0.093994
−0.174816
0.054676
−0.078133
−0.178232
−0.162748
−0.031904
0.018864

11
−0.012897
0.188152
−0.085323
0.114355
0.037007
−0.046736
−0.21135
−0.125279
−0.250599
−0.297204
0.012007
−0.107321
0.038073
−0.177783

12
0.002709
−0.008403
0.141266
−0.198867
−0.046477
−0.043944
0.027072
−0.088124
−0.116741
−0.008694
0.059621
0.055681
−0.139017
−0.100941

13
0.019635
0.051467
−0.051276
−0.177546
0.009659
−0.116263
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18
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19
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20
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21
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22
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23
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24
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25
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26
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27
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28
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29
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30
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31
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32
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33
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34
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35
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36
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37
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38
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39
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40
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41
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42
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43
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44
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45
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46
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47
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48
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49
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50
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51
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52
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53
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54
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55
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56
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57
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58
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59
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60
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61
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62
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63
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64
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65
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66
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67
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68
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69
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70
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71
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72
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73
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74
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75
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76
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77
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78
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79
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80
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81
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82
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AB
AC
AD
AE
AF
AG
AH
AI
AJ
AK
AL
AM
AN
AO

1
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2
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3
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0.074292
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4
0.047017
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5
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0
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6
0.03067
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0.137968
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7
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0.098366
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8
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9
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10
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0.232486
0.139999
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11
0.062492
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0.207312
0.135391
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0.06022
0.130435
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0.067425

12
−0.007197
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0.091905
0.008495
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0.230007
0.00729
−0.225748
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16
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18
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19
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20
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21
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22
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23
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24
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25
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26
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27
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28
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29
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30
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31
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32
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33
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34
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35
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36
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37
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38
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39
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40
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41
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42
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43
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44
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45
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46
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47
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48
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49
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50
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51
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52
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53
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54
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55
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56
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57
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58
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59
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60
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61
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62
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63
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64
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65
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66
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67
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68
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69
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70
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71
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72
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73
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74
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75
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76
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77
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78
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79
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80
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81
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82
0.010294
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AP
AQ
AR
AS
AT
AU
AV
AW
AX
AY
AZ
BA
BB
BC

1
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2
0.061286
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0.173421
0.06399
0.032141
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3
0.192493
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0.048669
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0.142955
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0.125736
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4
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0.051328
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0.038269
0.036229
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0.141917

5
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0.045838
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6
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7
0.103205
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8
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9
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0.04124
0.037242
0.012738
0.017914
0.011307
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0.083351
0.002865

10
0.269916
0.068172
0.002731
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−0.041825
−0.1216
0.093649
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0.093565
0.113148
0.10033
0.086379
0.013829

11
−0.085005
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0.091515
0.044258
0.145808
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0.118581
0.081528
−0.052961

12
0.097084
0.001784
−0.027566
−0.008387
−0.0631
−0.062868
0.020602
0.198908
0.164015
0.033993
−0.06437
−0.262136
0.122799
−0.156428

13
0.119148
0.049979
0.032757
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0.092894
−0.020955
0.023251
0.006591
0.011022
−0.089637
0.00106
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−0.197952
0.035033

14
−0.120016
0.038281
0.006886
0.017585
0.023312
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−0.167399
−0.057455
0.043474
0.031805
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0.138536
0.032536
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15
−0.08793
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0.030483
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−0.005003
0.064457
0.040591
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0.07787
0.312079
−0.156089
0.092861
−0.073421

16
0.146201
−0.063347
−0.085658
−0.094355
0.17908
0.216781
0.052992
0.022148
0.078432
−0.066067
−0.08093
−0.07758
−0.073354
0.125666

17
0.019206
−0.063135
0.069164
−0.198873
0.124342
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0.046413
0.138221
−0.002376
0.033318
−0.119506
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−0.074635
−0.089449

18
−0.081897
0.12511
0.111996
0.079256
−0.189257
0.251834
−0.002427
0.06687
−0.135232
0.017979
0.008848
0.015786
−0.027805
0.154324

19
0.108396
0.002837
0.110117
0.105463
−0.094127
0.004669
−0.095249
0.002453
0.058759
−0.047345
−0.027652
−0.308076
0.057503
0.073332

20
−0.124306
−0.007703
−0.159663
0.248892
0.076775
−0.079465
0.052524
−0.022178
0.008483
0.220536
0.098885
0.135424
−0.028834
−0.141878

21
−0.127563
−0.015935
−0.125129
−0.024177
−0.301974
−0.002906
0.126501
−0.047127
−0.022271
−0.286758
−0.126316
0.006216
0.187634
0.176382

22
−0.02194
−0.087448
0.111114
−0.061741
0.058654
0.097853
−0.046714
0.041715
−0.043076
0.164764
−0.000688
−0.168432
−0.102141
0.014744

23
0.147705
−0.071238
0.079004
−0.07115
−0.279303
0.003312
0.152761
0.052049
0.074724
−0.088322
0.106898
−0.012675
−0.087921
−0.033366

24
0.030252
0.012417
−0.113687
−0.044184
0.272896
−0.028597
−0.253089
0.019761
−0.186211
0.099332
−0.078314
−0.054665
0.221656
0.124386

25
−0.043217
−0.105599
0.056453
0.013586
0.106151
−0.132024
0.083758
0.004306
0.14325
−0.048199
0.090878
−0.097261
−0.113769
−0.062373

26
0.066105
0.065957
−0.045086
0.060066
−0.077509
0.082846
−0.094944
−0.069787
0.01473
−0.01126
−0.078626
0.091072
0.03056
−0.024063

27
−0.185916
0.031283
0.043547
0.017962
−0.018958
−0.000694
0.161595
−0.046449
0.102834
−0.073138
0.124442
0.030046
−0.112385
−0.025007

28
−0.191723
0.037571
−0.092513
0.086399
−0.045251
−0.017526
0.128118
−0.133937
0.037419
−0.015001
−0.116957
0.1366
−0.141593
0.05381

29
0.098322
−0.250752
−0.035905
−0.05616
−0.031563
0.171052
0.012697
0.128765
0.055455
−0.183336
0.106582
0.116785
−0.044221
−0.053192

30
−0.002294
0.003528
0.032371
0.09303
−0.180285
−0.071347
−0.063686
−0.159458
0.010266
0.199332
0.053244
−0.017274
0.118612
0.045803

31
0.045384
0.026492
0.149994
−0.134276
−0.011682
−0.049217
−0.00058
−0.165915
−0.212995
−0.026986
−0.071313
−0.177037
0.100534
−0.106862

32
−0.141711
0.036002
−0.142301
−0.070656
0.079777
−0.034545
0.122753
−0.161318
0.002309
0.044665
−0.066041
0.005096
0.019194
−0.069403

33
−0.026265
−0.00871
−0.101445
0.061696
0.022538
−0.081358
−0.158771
0.138979
0.121589
−0.084715
−0.068001
0.10393
−0.029381
−0.080751

34
−0.085024
−0.279968
0.211691
−0.043764
−0.029026
−0.026061
0.005174
0.162682
−0.014765
0.113289
−0.030395
0.134796
0.124637
0.106735

35
0.0146
0.096686
0.062556
−0.299364
−0.08657
0.073306
−0.232601
−0.115763
−0.119889
0.039214
0.006522
0.099387
−0.140415
−0.07626

36
−0.016946
−0.030534
0.101203
−0.137712
−0.024471
−0.103099
−0.141051
−0.012182
−0.039356
−0.063235
0.143984
0.019714
−0.182844
0.020944

37
−0.019076
−0.104025
0.026319
0.110579
−0.011387
−0.047377
−0.18565
−0.004773
−0.03683
−0.045215
−0.136192
−0.042225
0.239602
−0.019352

38
0.126822
−0.062189
0.071021
0.358372
−0.068733
0.008941
0.065969
−0.089697
−0.011078
−0.077296
0.044823
−0.102306
0.027828
0.035166

39
−0.033891
0.020708
−0.237658
0.019157
0.034045
0.211259
−0.134214
−0.07556
0.109125
−0.086826
0.184582
0.002599
0.183899
0.027627

40
0.019954
−0.059218
0.12641
−0.061415
−0.115809
0.021863
0.069419
0.00591
−0.120531
−0.052856
0.019484
−0.055552
0.187071
−0.022664

41
−0.002746
0.276833
−0.067181
0.128632
0.040937
0.019026
0.081348
0.143284
0.099937
−0.042585
0.107385
−0.087551
−0.180945
0.006063

42
0.051341
0.077407
0.125226
0.090953
−0.009948
0.050949
0.057609
−0.031977
−0.034599
0.092206
0.118189
0.140987
0.098381
−0.137781

43
0.014654
−0.090193
−0.115052
−0.15031
−0.061333
0.121792
0.17723
−0.146931
−0.026491
0.101963
−0.04646
−0.039685
−0.158129
−0.109657

44
−0.141454
0.109348
−0.117842
−0.142065
−0.061532
−0.029789
0.083438
0.086721
0.184965
0.293658
0.108568
0.132318
0.046257
0.099766

45
0.03393
0.073122
−0.021137
0.049377
0.163544
−0.118488
−0.031432
−0.040881
0.010513
0.207384
−0.042373
−0.124288
−0.044107
0.177205

46
0.006007
0.029881
−0.071757
−0.042582
0.124246
−0.070454
−0.17677
−0.053754
−0.010544
−0.059964
0.134076
−0.029605
−0.038123
−0.012863

47
−0.072512
−0.067139
0.097811
−0.036846
0.031377
−0.049112
−0.036021
0.159781
0.024383
−0.031488
−0.010933
0.077722
−0.274607
−0.07114

48
0.163631
−0.030024
−0.11913
0.067126
0.005862
−0.182777
−0.071073
0.048804
0.05791
−0.052958
−0.204664
−0.085516
−0.01441
−0.110719

49
0.273236
0.029555
−0.014415
0.113526
0.191774
−0.007877
0.236405
0.247762
−0.005872
0.148867
−0.101257
0.001252
0.098898
0.112265

50
−0.130401
−0.032989
0.144588
−0.058312
0.143531
−0.15938
−0.103108
−0.210998
0.062074
−0.075847
0.025131
0.097018
−0.069662
0.248727

51
−0.179169
0.005751
−0.062661
−0.175931
−0.168332
−0.002473
−0.105497
0.106158
−0.051814
−0.014691
−0.034398
−0.191108
−0.038592
−0.03829

52
0.087651
0.127157
−0.04726
−0.00599
0.107278
−0.053711
0.196632
0.013162
−0.181794
−0.093518
−0.054309
0.023477
0.016947
−0.213285

53
−0.00015
−0.074262
0.085769
−0.014689
−0.165432
0.009466
0.121586
0.139934
−0.075723
−0.007673
−0.152959
0.13727
0.050597
−0.042116

54
−0.051831
−0.079015
0.011923
−0.022883
−0.077255
−0.071481
0.028633
0.038638
0.020245
0.018968
0.090603
0.040506
0.090734
0.165737

55
−0.08022
−0.04265
−0.201078
0.012967
−0.17886
−0.19117
−0.03051
0.077227
−0.132109
−0.000666
0.109635
0.028571
−0.033402
−0.024259

56
−0.064584
−0.078472
−0.079509
−0.036334
0.098912
−0.104589
−0.115959
0.287205
0.121148
−0.307786
0.008684
0.101043
−0.097153
−0.021686

57
0.028909
−0.119543
0.230322
−0.000013
0.032982
0.035781
0.035309
−0.102987
−0.128899
0.002063
−0.103541
−0.062338
−0.062139
−0.111901

58
0.074859
−0.071943
0.111705
0.042545
0.111941
0.067318
−0.099785
0.002494
−0.092288
−0.042431
−0.082091
0.074854
0.024271
−0.022661

59
0.001196
−0.014627
−0.097298
0.125054
−0.104845
0.178735
−0.263207
−0.311382
0.056627
0.060913
−0.100802
−0.055958
−0.102493
−0.017968

60
−0.112784
−0.031921
0.02374
−0.13105
−0.036184
0.135269
0.005381
0.100135
0.111181
0.080478
0.179082
0.092611
0.056432
0.136821

61
0.065564
0.03772
0.00092
0.037634
0.033885
0.098101
0.156855
−0.047235
0.06397
0.03476
0.096376
−0.049783
0.109312
0.039466

62
0.021488
0.087904
−0.153025
0.049798
−0.002251
−0.00509
−0.159394
−0.086218
0.017674
−0.106485
0.012931
−0.11887
−0.005258
−0.035328

63
0.09906
0.150628
0.1203
−0.20434
0.265274
0.137321
0.008906
−0.024675
−0.10518
−0.055129
0.140215
0.107618
0.056713
0.076195

64
−0.022799
0.021996
0.014255
−0.021097
−0.022021
0.062317
−0.022136
0.0167
0.034752
0.051693
−0.053169
−0.097039
−0.100912
−0.073954

65
−0.019825
0.084734
0.252128
0.155327
−0.124082
−0.002963
0.130101
−0.112863
−0.041039
−0.064591
−0.191348
0.044953
0.006546
0.03657

66
0.112199
−0.018448
−0.101046
0.032614
−0.017162
0.054486
−0.098388
−0.116677
0.058959
0.006536
−0.068161
0.123936
−0.077556
−0.000928

67
−0.272242
−0.08379
0.097193
0.165769
0.122376
−0.161473
−0.03335
0.134113
−0.139422
−0.126045
0.045679
−0.169191
−0.009589
0.110219

68
0.04589
0.015216
−0.100817
−0.113141
−0.047165
0.010153
−0.035486
−0.051098
−0.020016
0.028735
0.008247
0.127366
0.07139
−0.083509

69
0.119959
−0.002605
−0.105217
−0.098358
−0.05249
−0.045617
0.147544
−0.226826
0.072986
0.049604
0.001175
−0.023611
−0.082345
0.158721

70
−0.064778
0.075411
−0.087894
−0.068216
−0.008282
0.003339
0.026036
0.083624
0.136176
0.026242
−0.136263
0.003078
0.121568
−0.003523

71
−0.136168
−0.168893
0.092323
−0.021616
0.025401
0.137843
0.060362
0.053785
0.010652
0.105234
−0.138755
0.064316
0.045196
−0.134002

72
−0.066292
−0.277213
0.0134
0.256344
0.028416
0.008181
−0.028826
−0.018258
−0.096033
−0.025298
0.070694
0.101966
0.040397
0.033675

73
0.103966
0.03228
−0.120146
0.014942
0.07299
−0.154014
0.061686
−0.007961
−0.202682
0.117974
0.014722
0.147769
0.088803
0.0355

74
0.0131
0.016157
−0.022783
0.253802
0.040863
0.296242
0.026425
−0.002343
−0.181934
−0.100689
0.135437
0.081679
−0.231711
0.022622

75
0.147197
0.024391
−0.08131
−0.012597
−0.172756
−0.123125
−0.00961
0.043081
0.157232
0.054797
−0.070201
−0.020138
−0.192142
0.280611

76
0.181987
−0.176167
−0.063684
−0.070586
0.038072
0.006064
−0.052868
−0.039934
−0.017494
−0.061683
0.054238
0.282364
0.072497
−0.154557

77
0.232476
−0.151679
0.030695
0.002318
−0.061125
0.079003
−0.188727
0.044248
0.243027
0.018477
0.028865
−0.046122
−0.038351
0.006526

78
−0.09259
−0.293408
−0.20485
−0.17262
0.021081
−0.053732
0.129888
−0.118823
−0.226158
0.082599
−0.066261
−0.25807
−0.125097
0.002085

79
−0.048084
0.218252
0.030694
0.019242
−0.019464
0.024153
−0.104646
0.117524
−0.267811
0.045937
0.313096
−0.120003
−0.040368
−0.121862

80
−0.018521
0.323276
0.169828
0.09289
0.008805
−0.152026
0.02309
−0.01626
0.062339
−0.009582
−0.110313
0.132708
−0.084905
−0.060661

81
−0.075693
0.180608
0.165088
−0.179765
−0.084475
−0.129641
0.06177
−0.060909
0.111409
0.003309
−0.021249
−0.046892
0.038956
−0.148149

82
−0.23749
0.131801
0.115232
−0.109004
0.129751
0.306807
−0.026505
−0.020985
0.259453
−0.150608
−0.054441
−0.126321
0.281271
0.020413

BD
BE
BF
BG
BH
BI
BJ
BK
BL
BM
BN
BO
BP
BQ

1
−0.001244
0.053817
−0.074221
0.18658
−0.097306
0.131889
−0.084107
0.093251
−0.013207
0.018218
−0.015055
0.134484
−0.014549
0.008797

2
−0.003164
0.056341
0.080729
−0.072774
−0.000939
0.076721
0.009312
−0.05224
0.120894
0.131214
−0.043215
−0.034155
0.093832
0.047183

3
−0.189028
−0.057907
0.2406
−0.138098
0.102932
−0.164626
−0.051505
−0.221259
−0.022103
−0.122669
−0.014832
−0.19171
−0.037281
0.038609

4
−0.04923
−0.012928
−0.065633
−0.178057
−0.395848
0.061083
0.211314
0.177015
0.010372
0.072426
0.047086
0.024126
0.115853
−0.089276

5
0.062316
−0.15214
0.036953
0.128558
0.226666
0.091014
−0.173793
−0.170004
−0.061326
0.042194
−0.100043
0.037459
−0.051201
0.037288

6
0.06433
0.219319
−0.164577
0.066254
0.185552
−0.093438
−0.100409
−0.096457
0.048177
−0.088452
−0.048131
−0.014359
0.004872
0.042349

7
−0.05867
−0.03354
−0.145665
0.00523
0.03666
−0.034035
0.118299
0.090945
−0.171672
−0.136525
−0.031779
0.011367
−0.099824
−0.037469

8
0.21831
−0.086789
−0.050902
0.006299
0.121626
0.013341
0.128655
0.058792
0.099314
−0.004564
−0.147554
0.033041
0.174764
−0.121351

9
−0.02495
0.059053
0.005544
−0.122595
0.028578
0.009392
0.058648
0.009821
0.095297
0.103595
−0.012728
−0.029808
0.020111
0.015435

10
−0.027901
0.007467
0.191118
0.051106
−0.039006
0.009162
−0.014048
0.127652
0.104511
0.04147
0.136432
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16
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19
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20
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21
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22
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23
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24
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25
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26
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27
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28
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29
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30
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31
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32
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33
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34
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35
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36
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37
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38
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39
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40
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41
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42
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43
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44
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45
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46
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47
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48
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49
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50
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51
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52
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53
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54
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55
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56
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57
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58
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59
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60
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61
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62
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63
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64
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65
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66
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67
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68
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69
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70
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71
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72
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73
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74
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75
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76
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77
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78
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79
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80
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81
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82
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BR
BS
BT
BU
BV
BW
BX
BY
BZ
CA
CB
CC
CD
CE

1
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2
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0.03354
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3
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4
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5
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0.271177
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0.033134
0.366046
0.273706
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6
0.049044
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0.050592
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7
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8
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0.125335
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0.158272
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9
0.020563
0.014019
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0.017666
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0.007044
0.076384
−0.014206
−0.019854
0.079504
−0.067071
0.014015
−0.000658

10
−0.037473
−0.090846
0.083599
0.0724
0.031918
−0.10359
0.056532
−0.108578
0.072599
0.001143
0.207536
0.050945
−0.078741
−0.000239

11
−0.022486
0.017038
0.010636
0.023614
−0.035773
0.058595
−0.024807
0.02717
−0.048739
0.0007
0.05813
−0.013548
0.059767
−0.000815

12
−0.078848
0.122882
−0.08802
0.008867
−0.024965
−0.013533
−0.001674
0.04211
0.023069
−0.00882
0.049564
−0.054316
−0.047724
−0.000345

13
0.02223
−0.195822
0.020232
−0.082317
−0.059024
0.317178
0.160309
0.123524
−0.301692
−0.022895
0.211031
0.025376
0.310716
−0.004472

14
−0.075266
0.023916
0.059848
−0.029679
0.09555
−0.025589
0.094704
0.081025
0.086377
0.039598
−0.127691
−0.033059
−0.020059
−0.00136

15
−0.080843
0.042283
−0.050654
−0.015495
−0.032768
−0.012018
−0.105273
0.045387
0.070685
0.009163
0.015594
−0.02217
0.089974
−0.001225

16
0.158794
0.15524
−0.158183
0.030992
−0.089438
−0.150841
−0.113889
−0.121528
0.080926
0.011881
−0.175179
−0.12312
−0.311771
−0.003223

17
0.082417
0.060622
−0.020572
0.0075
0.045555
0.084174
0.065012
0.019431
0.033353
0.057461
−0.008709
0.009624
−0.100653
−0.014881

18
−0.011366
−0.00267
−0.028842
−0.049696
0.025109
−0.017566
−0.057889
−0.002872
−0.027329
0.020879
−0.126713
0.007526
0.034278
−0.003072

19
0.013762
−0.036238
−0.040205
−0.049825
−0.004242
−0.05372
0.010452
−0.023707
−0.084909
0.011178
−0.160083
−0.048659
0.050459
−0.010474

20
−0.136745
0.044853
0.023597
−0.024276
0.03771
−0.096333
−0.003022
−0.048194
−0.036406
−0.028575
0.043929
0.017688
0.029853
−0.00046

21
0.18238
−0.038932
−0.042265
0.027768
0.020542
0.066122
−0.029021
−0.000642
−0.099882
0.024238
−0.040621
0.02318
−0.057109
−0.000492

22
0.033723
0.098982
0.023871
0.097514
−0.005516
0.085802
−0.113814
0.097425
−0.06975
0.024139
−0.035564
0.412385
0.004118
−0.001642

23
−0.083261
0.04406
−0.035075
0.03902
0.013891
0.034555
−0.02444
0.029846
0.118178
−0.055322
0.062067
0.021609
0.000644
−0.004418

24
0.041592
−0.019705
0.022037
−0.061826
−0.103326
−0.024999
0.031774
−0.08531
−0.077772
0.006016
0.020425
−0.068021
−0.010117
−0.009723

25
0.007046
−0.027215
0.018988
0.050625
0.077393
0.003076
0.052871
0.040458
0.044642
0.021134
−0.106281
0.024962
0.009074
−0.018439

26
0.005149
0.10185
−0.113285
−0.07299
0.218389
0.0936
−0.013225
0.337164
−0.046585
0.052307
−0.20002
−0.014965
0.106236
−0.110786

27
0.043122
−0.122679
0.0348
0.009978
−0.156132
−0.133245
0.048481
−0.264556
−0.022162
−0.028986
0.187942
0.073413
−0.135382
−0.074197

28
0.031687
−0.097009
−0.071332
0.032124
−0.070356
0.131304
−0.032965
0.066915
−0.118449
−0.051859
−0.032082
−0.047716
0.012617
−0.220082

29
0.070128
0.149363
0.084103
−0.098872
0.177184
−0.210639
0.054759
−0.01879
−0.075289
0.121721
0.088281
0.144377
0.003408
−0.095221

30
−0.010075
0.015892
−0.094793
0.326159
−0.088267
−0.043403
0.234658
0.012754
0.080805
−0.078951
−0.219507
0.008681
0.008838
−0.073784

31
−0.028367
0.085772
0.093026
−0.092486
−0.00734
0.120123
−0.31145
−0.02301
0.074502
−0.027302
0.10044
−0.074623
0.03884
−0.019594

32
−0.013807
0.060441
0.010442
0.054833
−0.025092
0.040666
−0.045
−0.03425
−0.013977
−0.016743
−0.064915
0.013877
−0.037279
−0.00231

33
0.064544
0.048178
−0.179913
0.029669
−0.074559
0.138523
0.029215
0.037337
−0.031315
−0.275656
0.13667
0.075967
0.057102
−0.145685

34
0.071673
−0.099809
0.014966
−0.035265
0.056257
−0.004361
0.039464
0.002701
−0.05266
0.027714
0.030318
0.008072
0.077975
−0.07185

35
−0.077184
0.010579
−0.042154
−0.006238
−0.077273
−0.060367
0.042417
0.029957
−0.103606
−0.005561
−0.03932
−0.04786
−0.06138
−0.046207

36
−0.078558
0.045233
−0.087622
−0.02735
−0.008331
−0.02384
0.013796
0.037035
0.00727
0.037193
−0.036953
−0.07139
0.039244
−0.004511

37
0.008751
0.012492
0.048724
−0.027734
−0.07762
−0.04883
−0.002485
0.028668
0.12966
0.097452
0.008093
0.086844
0.017483
−0.019681

38
0.028604
−0.004855
−0.02746
0.078156
0.144785
−0.084455
−0.025936
0.044708
0.093153
−0.014631
−0.004743
−0.028355
0.005834
−0.004666

39
0.001353
−0.054419
0.085729
0.173948
0.010562
0.019714
−0.158503
−0.019461
0.063646
−0.109468
0.021235
0.00564
0.019373
−0.12443

40
−0.056984
0.122882
−0.097881
−0.058475
−0.047884
−0.082483
0.05655
0.017911
−0.074512
−0.046919
−0.022344
0.075356
0.011229
−0.477782

41
−0.090897
0.151197
0.037908
−0.06885
−0.048453
0.131446
−0.073
−0.059353
0.102605
0.057548
−0.073869
0.013681
−0.033039
−0.049965

42
0.012666
−0.081653
0.130602
0.227782
−0.161365
−0.044002
−0.016381
−0.010853
−0.163381
0.042679
0.082158
0.000895
0.048775
−0.044016

43
−0.013155
0.010417
0.070733
0.034844
0.105443
−0.121988
−0.144864
−0.12202
−0.139177
−0.188712
−0.04534
−0.126276
−0.063782
−0.016816

44
0.098267
−0.002904
−0.121548
−0.135247
−0.11039
0.083985
0.10411
−0.047576
−0.103926
0.119318
0.074028
0.118721
−0.050691
−0.026861

45
−0.023204
−0.20978
0.001313
0.066798
0.198725
0.004639
−0.192485
0.009221
0.096938
−0.124591
−0.027487
−0.115637
0.001098
−0.370556

46
−0.041144
0.103724
−0.07115
−0.063862
−0.100792
−0.100253
0.07381
0.063229
−0.007434
0.124447
−0.00879
0.124728
0.001715
−0.220569

47
0.102866
−0.023811
0.142949
0.108536
0.063597
0.110179
−0.085662
−0.071713
0.173969
0.026519
0.208017
−0.234275
0.000231
−0.299545

48
−0.022554
−0.070688
−0.060019
−0.010836
0.027158
−0.111338
0.207661
0.008809
−0.1602
−0.053627
−0.044767
0.11169
−0.047908
−0.158292

49
0.036527
0.006178
−0.004119
−0.13034
−0.016488
0.188091
0.046939
0.006434
0.100156
−0.007851
0.011677
−0.007224
−0.030772
−0.017837

50
0.029204
0.161985
−0.141394
−0.06413
0.020538
0.025978
0.21461
−0.105545
0.226978
0.038939
0.041475
0.241194
−0.13504
−0.041873

51
0.087046
−0.11504
−0.046577
−0.031827
0.063279
0.161175
0.091496
0.099494
−0.01496
−0.01448
−0.028117
−0.079181
0.085395
−0.032399

52
0.008815
−0.06123
0.044737
0.134525
0.145678
−0.152315
0.339352
0.033516
−0.099854
0.027697
0.136908
0.009134
−0.066651
−0.138934

53
−0.121055
0.160995
−0.117567
−0.109379
−0.339589
0.265339
−0.088995
−0.111422
0.124605
−0.116716
−0.105694
−0.061116
−0.056791
−0.217176

54
−0.211087
−0.052416
−0.137012
0.051954
0.220754
0.14247
−0.034067
0.144646
−0.212097
0.12677
0.095057
−0.171798
−0.477793
−0.139254

55
0.035054
−0.060507
0.043875
−0.220459
−0.023207
−0.003908
0.002665
0.00145
0.357754
−0.021398
0.047297
−0.029776
0.136928
−0.051627

56
−0.233716
0.014795
0.015785
−0.053426
−0.003742
−0.215222
−0.276931
0.087493
−0.179215
0.047494
−0.163258
−0.06402
0.104765
−0.016499

57
0.018483
−0.219996
−0.171386
0.070187
0.168414
0.066299
−0.182341
−0.020324
0.193697
0.190246
0.131017
0.237262
0.008919
−0.0186

58
0.125809
0.143268
0.327978
0.078977
−0.009453
0.149722
0.16674
−0.121674
−0.022752
−0.281632
−0.107929
−0.133799
−0.039807
−0.015866

59
−0.004411
0.03082
0.014366
−0.250535
0.024482
0.115511
−0.064334
−0.013659
−0.052209
0.148553
0.229125
−0.013501
−0.060752
−0.094367

60
0.139238
−0.050301
−0.043884
0.079001
0.059119
−0.050447
0.008541
0.078051
−0.002978
−0.113992
−0.135218
0.070369
0.090427
−0.04155

61
−0.013554
−0.160186
0.282751
−0.133474
0.082608
−0.057319
0.040305
0.004308
0.050482
0.214313
−0.172711
0.015177
0.053842
−0.382917

62
0.077873
0.023783
0.103268
0.040287
−0.202871
−0.093407
−0.162965
0.03527
0.011801
−0.042904
0.216646
0.072677
−0.190195
−0.150457

63
−0.073908
0.015119
−0.084518
0.013424
0.038089
0.040172
0.013775
0.095197
−0.007529
−0.055185
−0.023453
0.040649
−0.066153
−0.102347

64
0.153367
0.223678
−0.0505
0.116926
−0.124101
−0.12671
0.017798
−0.231869
−0.030286
0.049754
−0.099343
0.092758
0.371332
−0.234269

65
−0.108806
0.176359
−0.003302
−0.134456
−0.197684
−0.153327
0.027815
0.013189
−0.231
0.158449
0.094663
−0.10901
0.00788
−0.013811

66
0.018664
0.001552
0.063115
0.014424
0.040451
0.013903
−0.020057
−0.028474
0.005778
−0.033442
0.024143
0.002221
−0.009836
−0.02189

67
0.077366
0.052041
0.007806
0.119461
−0.044232
−0.038907
−0.03072
0.038446
−0.047248
−0.018758
−0.044479
−0.01639
−0.081558
−0.004252

68
−0.250072
0.179149
−0.079183
0.307406
0.186381
0.24721
−0.030906
−0.171199
−0.023039
0.091413
−0.076627
−0.048562
0.177969
−0.001753

69
0.105149
−0.064249
0.000082
−0.295794
−0.022409
−0.12816
0.068003
0.161289
0.059243
−0.256677
−0.127882
−0.049284
0.064274
−0.000891

70
0.222706
−0.065376
−0.048567
−0.018184
0.019598
−0.018638
0.000306
−0.170795
0.068179
0.426977
0.030261
−0.105359
0.049235
−0.002339

71
−0.257249
−0.180085
0.046189
−0.220216
−0.046244
−0.146358
−0.026848
0.067261
0.081047
−0.321578
0.03745
0.223401
−0.071831
−0.004925

72
0.140389
0.118179
0.023371
0.067526
−0.002955
0.144592
−0.031793
0.03931
−0.138654
−0.073134
0.072737
−0.026975
−0.061325
−0.014135

73
0.009862
0.249963
−0.258953
−0.132109
0.228379
−0.156549
−0.199806
−0.056145
−0.066463
−0.060604
0.167127
0.084757
0.16775
−0.001967

74
0.021396
0.061524
−0.163494
−0.107841
0.110279
0.061538
0.186982
−0.082198
0.100576
0.03977
−0.008229
−0.099295
0.025747
−0.000299

75
−0.244646
0.22951
0.388333
0.128127
0.004176
0.058593
0.040936
0.105207
0.050296
0.057042
0.048426
0.207753
−0.082066
−0.001906

76
0.138332
−0.177213
0.163851
−0.041561
−0.242457
0.101019
−0.097829
0.16481
0.069263
0.219924
−0.182734
0.012166
−0.033146
−0.002522

77
0.013275
−0.23148
−0.316912
0.070482
−0.079059
−0.04197
0.007923
−0.16146
−0.086847
−0.113614
0.09547
−0.117905
0.009716
−0.002588

78
−0.220472
−0.058048
−0.024166
0.068595
−0.097795
−0.035428
0.13787
−0.120254
0.011722
0.139018
−0.08095
−0.115351
−0.014934
−0.004491

79
0.028004
−0.022122
−0.021732
−0.059977
−0.17287
0.006888
0.069562
0.183989
−0.022981
0.010477
−0.050189
−0.04655
−0.158369
−0.000426

80
−0.037838
−0.244848
−0.074174
0.084716
−0.030533
−0.054988
−0.242166
−0.098615
−0.075346
0.020055
−0.186007
0.16411
−0.039334
−0.000481

81
0.409089
0.212496
0.069737
0.033377
0.176029
−0.076307
−0.071942
0.170292
0.019875
−0.136613
0.110045
−0.078128
−0.07548
−0.001032

82
−0.272339
0.01553
0.086301
−0.053014
0.09285
0.061435
0.136134
−0.067316
0.08006
−0.071383
0.171578
−0.016179
0.106177
−0.000534

APPENDIX B6

PCA Transformation

Matrix (82 x 82; Early/Late)

A
B
C
D
E
F
G
H
I
J
K
L
M

1
409.4/255.3>GPA:Lyso 16:0
−0.136578
0.026918
−0.179059
−0.058653
−0.086368
−0.035633
0.050593
0.076582!
−0.029673
0.055756
−0.098198
−0.146524

2
437.4/283.3>GPA:Lyso 18:0
−0.015366
−0.135495
−0.215613
−0.077551
−0.073632
0.002826
0.033492
0.087495
0.000544
−0.073305
−0.142556
−0.067888

3
647.8/255.3>GPA:16:0/16:0
−0.13907
0.070449
−0.154405
−0.030159
0.047484
−0.092146
−0.078325
0.065556
−0.006695
0.100742
0.02398
−0.038163

4
673.8/281.3>GPA:18:1/16:0
−0.061678
−0.005691
−0.141111
0.045361
0.337125
−0.095114
−0.14442
−0.071107
−0.027071
0.024692
0.06676
0.042634

5
699.8/281.3>GPA:36:2
−0.060796
−0.004305
−0.12786
0.035453
0.366895
−0.066398
−0.103301
−0.052227
0.024814
0.022616
0.093339
0.015273

6
701.8/283.3>GPA:36:1
−0.051018
−0.002772
−0.137887
0.054481
0.36088
−0.07221
−0.111322
−0.085259
−0.015496
−0.051842
0.03455
0.077426

7
703.8/283.3>GPA:36:0
−0.097364
−0.074212
−0.206745
−0.015502
0.141843
−0.04634
−0.042623
−0.013334
−0.039838
−0.132194
−0.136083
−0.089534

8
721.8/281.3>GPA:16:0/22:5
−0.109125
−0.104787
−0.169056
−0.044546
−0.029471
0.027012
0.109969
0.062388
0.20541
0.059683
−0.094813
−0.05113

9
723.8/283.3>GPA:18:0/20:4
−0.051718
0.016658
−0.13275
−0.004276
0.343435
−0.019323
−0.083136
−0.047159
−0.035261
−0.144148
−0.088091
0.013909

10
731.8/283.3>GPA:38:0
−0.094978
−0.066352
−0.227167
−0.04065
0.079164
−0.07265
−0.064126
−0.007041
0.097928
−0.143105
−0.019096
0.045869

11
757.8/281.3>GPA:40:1
−0.135536
−0.01375
−0.034636
0.07544
0.191388
0.160939
0.017959
0.067692
0.148989
0.016284
0.17465
−0.111316

12
759.8/283.3>GPA:40:0
−0.093994
−0.032783
−0.120054
0.058957
0.27879
−0.099211
−0.01188
−0.168352
−0.170967
−0.036391
0.021923
0.15209

13
483.4/255.3>GPGro:Lyso 16:0
−0.09227
−0.058461
−0.203505
−0.104618
−0.168808
−0.087268
−0.102923
−0.022485
−0.021792
0.001958
0.058842
0.170063

14
507.4/279.3>GPGro:Lyso 18:2
−0.055789
−0.048797
−0.216786
−0.043794
−0.199415
−0.12293
−0.165808
−0.01926
−0.063594
−0.028103
0.049554
0.072095

15
509.4/281.3>GPGro:Lyso 18:1
−0.024097
−0.08436
−0.220862
−0.133415
−0.14023
−0.093028
−0.056738
−0.03133
−0.176016
−0.016151
0.081471
−0.088285

16
511.4/283.3>GPGro:Lyso 18:0
−0.054802
−0.096889
−0.217789
−0.089839
−0.161526
−0.058548
−0.125228
−0.045766
0.025905
−0.014741
0.06452
0.125625

17
743.8/279.3>GPGro:18:2/16:1
−0.002076
0.035006
0.211024
0.131241
0.075118
0.066019
−0.197252
−0.004421
−0.072671
−0.179592
−0.088911
−0.067915

18
769.8/279.3>GPGro:18:2/18:2
0.030048
−0.009163
0.071401
0.234819
−0.090737
−0.120753
−0.028416
−0.128719
−0.315541
−0.03555
0.189375
0.254203

19
771.8/279.3>GPGro:18:2/18:1
−0.003851
0.026715
0.085631
0.224263
0.05241
0.04589
0.013852
−0.045266
0.373115
−0.147984
−0.111009
−0.384538

20
773.8/279.3>GPGro:18:2/18:0
0.046154
−0.140412
−0.135872
0.075818
−0.094208
−0.070136
−0.226267
−0.076825
0.155637
0.009463
0.092463
−0.256179

21
775.8/281.3>GPGroL18:1/18:0
0.04664
−0.143574
−0.185604
−0.105163
−0.060633
−0.087316
−0.070104
−0.008481
0.059538
0.176164
0.127384
−0.207047

22
777.8/283.3>GPGro:18:0/18:0
−0.088128
−0.126351
−0.16496
0.000014
−0.103398
0.01665
0.107601
−0.025074
0.20373
0.065219
−0.05773
−0.098737

23
476.6/196.1>Lyso GPEtn:Lyso18:2a
0.018471
0.018669
−0.100978
0.282057
−0.02
−0.075543
0.066489
0.311767
−0.034866
0.111099
−0.044926
−0.110701

24
478.4/196.1>Lyso GPEtn:Lyso 18:1
0.000865
−0.030998
−0.078351
0.236209
0.040053
−0.083212
0.182205
0.25866
−0.255625
0.119807
0.147797
−0.218369

25
480.4/196.1>Lyso GPEtn:Lyso 18:0
−0.10151
−0.028701
0.011767
0.059814
0.122722
−0.171887
0.209565
0.067183
−0.305509
0.041674
0.032238
−0.367704

26
500.4/196.1>Lyso GPEtn:Lyso 20:4
0.075828
0.130702
−0.113021
0.153289
0.027997
−0.006889
0.109728
0.205581
−0.130963
0.023563
−0.191492
0.052219

27
524.4/196.1>Lyso GPEtn:Lyso 22:6
0.051673
0.179821
−0.100405
0.057279
0.021248
−0.002517
0.231188
0.043179
−0.164946
−0.162377
−0.040166
0.000696

28
520.4/184.1>GPCho:Lyso 18:2
−0.085227
0.048257
−0.067182
0.239202
−0.092764
−0.135681
0.073401
0.178525
0.012185
−0.156124
−0.01376
0.089545

29
544.4/184.1>GPCho:Lyso 20:4
−0.035838
0.206625
−0.087558
−0.054615
−0.036423
−0.115853
0.104923
0.03615
−0.038652
0.111368
−0.100202
0.083504

30
568.4/184.1>GPCho:Lyso 22:6
−0.03059
0.200741
−0.116829
−0.005233
−0.052663
−0.018792
0.175703
−0.043222
0.016018
−0.158981
0.060073
0.062921

31
570.4/184.1>GPCho:Lyso 22:5
−0.000973
0.198068
−0.125238
0.02829
−0.041037
−0.066966
0.196835
−0.002073
0.081485
−0.066984
0.103762
0.076341

32
678.5/184.1>GPCho:28:0a
−0.080828
−0.145494
−0.057774
0.051783
0.073488
0.034959
0.244513
−0.102012
0.02759
0.184735
−0.122239
0.091796

33
704.6/184.1>GPCho:30:1a
−0.172399
0.054349
0.049161
−0.018986
0.01932
0.141604
−0.074129
0.117328
−0.03369
0.065718
−0.07788
−0.04596

34
732.6/184.1>GPCho:32:1a
−0.086286
−0.073792
0.036344
−0.161682
0.099474
−0.12856
0.168175
0.204494
0.089634
0.117077
0.193753
0.108649

35
734.6/184.1>GPCho:32:0a
−0.049281
−0.080865
0.106653
−0.205866
0.1432
0.189461
0.078498
0.190146
−0.000966
−0.025434
0.166392
−0.00217

36
742.6/184.1>GPCho:34:2p, 34:3e
−0.058543
−0.157498
−0.11838
0.113042
0.033712
0.18433
0.047299
−0.026486
0.048774
0.052586
−0.184217
0.078929

37
744.6/184.1>GPCho:34:1p, 34:2e
0.049743
−0.029049
−0.116074
0.264279
−0.066273
0.155395
−0.05934
0.180679
0.035698
0.000784
−0.039587
0.18942

38
748.6/184.1>GPCho:34:0e
−0.074607
−0.149022
−0.004825
0.032752
0.0525
0.312468
0.079252
0.048131
−0.056003
−0.032368
0.119332
0.168792

39
756.6/184.1>GPCho:34:3a
−0.032484
−0.231159
−0.010942
0.030458
−0.016341
0.034167
0.026766
−0.023723
0.0671
−0.018678
0.05227
0.049687

40
758.7/184.1>GPCho:34:2a
0.088236
−0.152804
0.076161
0.021317
−0.035725
−0.004351
−0.222656
0.045425
−0.025224
−0.284319
0.142812
−0.03945

41
762.6/184.1>GPCho:34:0a
0.032999
−0.12087
0.037531
−0.162348
0.149346
−0.000864
0.164692
0.241797
0.166697
0.062464
0.248753
0.142503

42
768.6/184.1>GPCho:36:3p, 36:4e
0.087556
0.142449
−0.156341
0.001321
0.003095
0.201739
−0.051989
0.013139
−0.072273
0.140726
−0.029445
0.01888

43
770.6/184.1>GPCho:36:2p, 36:3e
0.065267
−0.012065
−0.18544
0.203044
−0.039818
0.202712
−0.090219
0.065347
0.034857
0.112631
0.019931
0.07588

44
772.6/184.1>GPCho:36:1p, 36:2e
−0.002048
−0.193114
−0.042603
0.12875
−0.040689
0.193081
0.072647
0.011671
−0.030407
−0.168336
0.008273
0.074312

45
782.6/184.1>GPCho:36:4a
0.131219
0.116998
0.011145
−0.171091
0.063428
−0.024302
−0.049856
−0.002447
−0.036011
0.159616
−0.142783
0.030883

46
784.6/184.1>GPCho:36:3a
0.160295
−0.008991
−0.051484
0.029377
0.04418
−0.17906
0.019599
−0.05395
0.143158
0.166969
−0.026258
0.055103

47
786.6/184.1>GPCho:36:2a
0.107223
−0.127997
0.002874
0.174435
−0.073519
−0.119144
0.036611
−0.05818
0.07568
−0.177546
0.145929
−0.079089

48
788.6/184.1>GPCho:36:1a
−0.003521
−0.206881
0.035807
0.070171
−0.005814
−0.085162
0.215057
−0.05101
0.059232
0.098332
0.161377
0.07651

49
792.6/184.1>GPCho:38:5p, 38:6e
0.039284
0.09622
−0.189558
0.016353
0.026192
0.270288
0.129735
−0.124608
0.009704
−0.144079
0.079857
−0.081208

50
794.6/184.1>GPCho:38:4p, 38:5e
0.076225
0.152756
−0.152851
−0.031439
−0.048614
0.204486
−0.098381
0.030348
−0.08524
0.022136
0.088344
−0.052556

51
796.6/184.1>GPCho:38:3p, 38:4e
0.079899
0.113243
−0.157448
−0.035491
−0.00047
0.271934
−0.113869
−0.044847
−0.083447
0.13794
−0.009948
−0.073734

52
808.6/184.1>GPCho:38:5a
0.136042
0.146951
−0.079285
−0.056477
0.013549
−0.019432
0.103669
−0.122742
0.085873
0.028651
0.056487
0.03517

53
810.6/184.1>GPCho:38:4a
0.145887
0.114042
−0.018668
−0.106765
0.026868
−0.047234
0.025763
−0.126999
0.032735
0.190327
−0.055152
−0.039714

54
814.6/184.1>GPCho:38:2a
−0.181903
−0.000093
0.045466
−0.065367
−0.014336
0.109727
0.031439
−0.022282
−0.037581
0.100987
−0.067301
−0.033942

55
816.6/184.1>GPCho:38:1a
−0.12717
−0.110941
0.034373
0.098715
−0.074959
0.065418
0.08994
−0.250294
−0.074878
0.188259
−0.082514
0.097145

56
820.6/184.1>GPCho:40:5p, 40:6e
0.072827
0.142171
−0.146511
−0.004546
−0.030141
0.229839
0.119493
−0.129626
−0.033368
−0.203851
0.11673
−0.027198

57
826.6/184.1>GPCho:40:2p, 40:3e
−0.039473
−0.2254
0.002973
−0.0437
−0.006089
0.134977
0.097917
−0.059349
−0.097292
−0.017012
−0.040057
−0.057557

58
828.6/184.1>GPCho:40:1p, 40:2e
−0.07607
−0.210299
−0.005714
−0.012184
0.004438
0.144476
0.111634
−0.088936
−0.110793
−0.050951
−0.033058
0.002655

59
834.6/184.1>GPCho:40:6a
0.106038
0.155471
−0.08874
−0.043774
0.029866
0.027101
0.18814
−0.160152
0.052622
−0.135163
0.09839
−0.059345

60
836.6/184.1>GPCho:40:5a
0.122654
0.038813
−0.020047
−0.076037
0.028808
0.024709
0.258671
−0.31547
0.020572
0.024525
0.142176
−0.125638

61
703.8/184.4>SM:d18:1/16:0
−0.175281
0.060803
0.041765
−0.023639
0.007731
0.134615
−0.11856
0.081743
−0.046613
0.084762
−0.070924
−0.022294

62
731.8/184.4>SM:d18:1/18:0
−0.15771
0.031602
0.095861
−0.126012
0.032054
−0.000935
−0.018888
0.013428
−0.100806
−0.051254
−0.140268
−0.034413

63
787.9/184.4>SM:d18:1/22:0
−0.034915
−0.069845
0.02273
0.285376
−0.039092
−0.128526
0.050653
−0.220932
0.040457
0.045595
−0.145218
0.068507

64
813.9/184.4>SM:d18:1/24:1
−0.17899
0.050782
0.031286
−0.058552
0.021206
0.105166
−0.033842
−0.020241
−0.040045
0.085583
−0.115016
−0.020037

65
841.9/184.4>SM:d18:1/26:1
−0.063341
−0.199542
0.073823
−0.023832
0.008619
0.060549
0.10256
−0.175559
−0.171318
0.090918
−0.089674
−0.045221

66
843.9/184.4>SM:d18:1/26:0
0.07193
−0.146667
−0.048016
−0.099216
−0.067891
−0.035135
−0.006765
−0.121014
−0.29072
−0.045902
−0.048509
−0.227717

67
538.7/264.4>Cer:d18:1/16:0
−0.142242
0.033448
−0.09435
−0.10523
−0.148229
−0.007934
0.060552
0.091805
−0.004677
−0.152295
−0.023397
0.073568

68
566.7/264.4>Cer:d18:1/18:0
−0.160803
0.016079
0.047383
−0.140396
−0.054296
−0.072674
0.067322
0.021635
−0.069244
−0.210085
−0.076293
0.00435

69
594.7/264.4>Cer:d18:1/20:0
−0.172989
0.020438
0.037903
−0.096046
−0.025323
−0.058304
0.087537
0.020958
0.014798
−0.180158
−0.073386
0.033821

70
622.8/264.4>Cer:d18:1/22:0
−0.174587
0.045926
0.002318
−0.01203
−0.026162
−0.082588
0.086508
−0.044505
0.116897
−0.12969
−0.126322
0.064931

71
648.9/264.4>Cer:d18:1/24:1
−0.18003
0.03166
−0.010177
−0.096972
−0.045584
−0.016893
0.056997
0.027825
0.044892
−0.151173
−0.032884
0.00765

72
650.9/264.4>Cer:d18:1/24:0
−0.139944
0.097577
0.008368
0.102159
0.020515
−0.052467
0.037886
−0.117716
0.180256
0.028409
−0.190099
0.074538

73
700.7/264.4>MonoHexCer:d18:1/16:0
−0.180889
0.075083
0.046535
0.041136
−0.005365
0.033516
−0.040045
−0.015177
0.019077
0.001707
0.157858
−0.058633

74
728.7/264.4>MonoHexCer:d18:1/18:0
−0.182163
0.074672
0.013431
0.003025
−0.02678
0.002908
−0.031859
0.009586
0.003315
−0.00366
0.096276
−0.090522

75
784.8/264.4>MonoHexCer:d18:1/22:0
−0.166011
0.085551
0.031445
0.112037
−0.06181
0.020351
−0.05178
−0.099979
0.040825
0.052457
0.12096
−0.036509

76
810.9/264.4>MonoHexCer:d18:1/24:1
−0.174019
0.089408
0.027701
0.012556
−0.054741
0.027562
−0.038916
−0.034517
0.001081
−0.017102
0.215152
−0.051864

77
812.9/264.4>MonoHexCer:d18:1/24:0
−0.160006
0.096075
0.025037
0.105103
−0.092382
0.026364
−0.024355
−0.101235
0.002992
0.088637
0.133098
0.023777

78
862.7/264.4>DiHexCer:d18:1/16:0
−0.175317
0.085072
0.043653
0.037442
−0.037644
0.031571
−0.039425
−0.054154
0.004806
0.073388
0.148249
−0.006505

79
890.7/264.4>DiHexCer:d18:1/18:0
−0.181824
0.070329
0.035695
0.036663
−0.022086
−0.027786
−0.003397
−0.070978
0.000885
0.000428
−0.000133
−0.091269

80
946.8/264.4>DiHexCer:d18:1/22:0
−0.172009
0.081881
0.017889
0.094602
−0.066074
−0.022863
−0.020225
−0.088566
−0.003312
0.090423
0.081756
0.012728

81
972.9/264.4>DiHexCer:d18:1/24:1
−0.176857
0.08314
0.023134
0.027124
−0.052376
0.01667
−0.037757
−0.028942
−0.014648
0.083128
0.204802
−0.021702

82
974.9/264.4>DiHexCer:d18:1/24:0
−0.168763
0.089389
0.01261
0.09257
−0.05651
0.010652
−0.036838
−0.079889
0.017903
0.122981
0.114884
−0.037278

N
O
P
Q
R
S
T
U
V
W
X
Y
Z
AA

1
−0.092174
0.293313
−0.043862
0.121739
0.017243
0.02755
0.039279
0.033333
−0.026265
0.043844
0.146647
0.056482
0.041524
0.155149

2
0.210736
0.082006
−0.181552
0.164293
−0.178766
−0.068917
−0.089321
0.00705
0.002514
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30
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38
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39
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40
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41
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42
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46
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47
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53
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54
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55
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56
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58
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59
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60
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61
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62
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63
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64
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65
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66
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67
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68
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69
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70
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71
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72
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73
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75
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77
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78
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80
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81
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82
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AB
AC
AD
AE
AF
AG
AH
AI
AJ
AK
AL
AM
AN
AO

1
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AP
AQ
AR
AS
AT
AU
AV
AW
AX
AY
AZ
BA
BB
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1
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2
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3
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4
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7
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8
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10
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11
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12
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13
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14
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15
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16
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17
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18
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19
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20
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21
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22
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23
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24
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25
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26
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27
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28
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29
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30
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31
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32
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33
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34
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35
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36
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37
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38
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39
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40
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41
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42
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−0.186632
−0.004639
−0.209503
−0.019129
−0.161715
−0.230317
0.033193
−0.043074
0.155315
−0.162007
0.042875
−0.028912

BD
BE
BF
BG
BH
BI
BJ
BK
BL
BM
BN
BO
BP
BQ

1
0.1423
−0.105041
0.120322
−0.185157
−0.084361
−0.027808
−0.066903
−0.083795
0.143778
0.045327
0.024448
−0.081701
−0.0301
−0.064087

2
−0.037435
0.053287
−0.20129
−0.055687
0.151536
−0.069299
0.06972
0.026781
0.012864
−0.007614
0.129805
−0.115336
−0.126943
−0.048296

3
0.012647
−0.006154
0.142037
0.040427
−0.041959
−0.054623
−0.031197
−0.027581
−0.103591
−0.039235
−0.035324
0.027352
−0.051832
−0.111605

4
0.106994
0.016588
−0.04861
0.094046
0.096802
−0.17119
−0.103739
−0.045125
0.060608
0.113718
0.35329
0.063838
0.026013
−0.033601

5
−0.130912
0.012919
0.220274
−0.141416
0.061063
0.170465
0.071748
0.064983
−0.006357
0.018223
0.047326
−0.136872
0.188819
0.111531

6
0.026557
−0.220408
−0.14267
0.045794
−0.177837
−0.095817
0.111242
−0.052553
0.095748
−0.008714
−0.385501
0.01757
−0.188646
−0.086152

7
−0.056568
0.085365
0.079194
0.205321
−0.061913
0.125944
−0.021328
−0.037222
0.058355
−0.037633
−0.066661
0.054192
0.185013
0.112013

8
0.086305
−0.074215
0.079106
0.088807
0.075401
0.034273
−0.012681
0.039672
−0.043769
−0.032448
0.134687
−0.10773
−0.084397
−0.047382

9
0.047142
−0.006587
−0.067491
−0.052067
0.038329
0.059776
0.034936
0.041402
−0.064595
−0.025712
0.099646
−0.05539
−0.039148
0.056267

10
0.114593
0.07792
−0.021209
−0.165996
−0.117121
0.039351
−0.028331
−0.006569
−0.103946
−0.002572
−0.064944
0.193833
0.059503
0.025439

11
−0.126984
0.015017
−0.164473
0.178786
0.037827
0.114374
−0.065872
0.042728
−0.04883
−0.083631
0.019233
−0.055447
0.1261
0.046692

12
−0.027805
0.051221
0.044462
−0.117101
0.066741
−0.101793
−0.073442
−0.06524
0.00691
−0.046309
−0.028337
0.041406
−0.03921
−0.071223

13
0.255126
0.07056
−0.172633
0.023108
0.031911
0.190865
−0.013515
−0.128669
0.012361
0.057032
0.193755
−0.093688
−0.065794
−0.104682

14
−0.009973
−0.246314
−0.023792
0.217815
0.119064
−0.107115
0.198787
0.166484
−0.118695
0.0905
−0.081979
−0.039796
0.106984
−0.014008

15
−0.126093
0.242851
0.223143
−0.093212
−0.049112
−0.139466
0.066702
0.094266
−0.048497
0.039857
0.008232
−0.183458
−0.119175
0.13951

16
0.021598
−0.021746
−0.061386
−0.093148
0.015303
−0.103677
−0.240552
−0.185517
0.156276
−0.22477
−0.022176
0.082202
0.100876
−0.048448

17
0.024704
−0.103136
−0.096711
−0.054562
−0.090348
−0.019106
−0.009304
−0.02548
0.090816
0.00032
0.019885
−0.039981
−0.028101
0.039355

18
−0.022769
0.007682
0.068774
0.098384
0.042042
−0.042213
−0.000469
−0.047264
0.113206
0.047796
0.014053
−0.051844
−0.036837
−0.034229

19
0.103436
0.065389
−0.035098
0.067111
0.073962
−0.167854
0.013912
−0.121898
0.014921
−0.012753
−0.039287
−0.029544
−0.006694
−0.09158

20
−0.111244
0.014498
0.002512
0.007082
0.106745
0.189168
0.024245
0.121968
−0.017287
−0.033609
−0.068863
0.044689
−0.002629
−0.063643

21
−0.099853
−0.14552
−0.185562
0.064521
−0.247154
−0.088507
−0.063217
−0.015819
−0.001869
0.080647
0.011291
−0.099946
−0.059896
−0.002532

22
−0.023491
−0.000956
0.055465
−0.062571
0.034137
−0.006265
0.052073
−0.04263
0.237553
0.100653
−0.112525
0.16477
0.098711
0.154629

23
−0.001136
−0.010137
−0.031018
−0.065472
−0.047903
−0.127887
−0.032874
−0.120021
0.00139
0.038119
0.077981
0.099303
0.011294
0.076263

24
0.014356
−0.057624
0.075848
−0.051036
−0.15174
0.139089
0.047947
0.0198
−0.066595
−0.051041
0.037814
0.098292
−0.021957
−0.007218

25
−0.060565
0.028576
−0.082531
0.071668
0.117369
−0.057022
0.009106
−0.003525
−0.014934
0.005032
−0.102028
−0.086874
−0.057688
−0.095848

26
−0.120962
−0.03465
0.025063
0.044543
0.256108
−0.008739
0.053602
0.002144
0.040123
0.093373
−0.028906
−0.081064
−0.084392
−0.115681

27
0.382526
0.113094
−0.062106
−0.074908
−0.073022
0.010217
0.018384
0.167394
0.082143
−0.068537
−0.069235
−0.040921
0.216592
0.128057

28
−0.130047
−0.012484
0.004974
0.022463
−0.012221
0.036648
0.072999
−0.126915
0.00558
0.010055
0.040028
−0.08386
0.13167
−0.131755

29
0.065125
−0.188341
−0.15502
0.266049
0.044065
−0.113299
0.065847
0.161332
0.031687
−0.025925
−0.037209
0.225541
0.076035
0.075957

30
−0.220726
0.103023
0.032755
−0.199989
−0.074557
0.123258
0.147178
0.059759
−0.026158
0.175345
−0.060678
0.115844
−0.167188
0.122778

31
−0.016731
0.154653
−0.099605
0.123353
0.101359
0.132808
−0.08613
0.055784
0.099201
−0.021731
0.073689
−0.119291
−0.032551
−0.024758

32
−0.166513
−0.018329
−0.131504
0.020581
−0.057203
0.028631
−0.04648
0.067523
0.047449
0.041537
0.008036
0.014481
−0.141007
0.019566

33
0.139202
−0.08633
0.142552
−0.06333
0.165643
−0.162405
−0.111649
−0.027429
0.101292
0.158884
−0.062889
0.094866
0.077386
0.04176

34
0.031755
−0.077686
0.148995
0.037312
0.010313
0.125354
0.122443
−0.144049
−0.012803
−0.051343
−0.012572
0.176117
0.03448
−0.050451

35
−0.14266
−0.15639
−0.112601
−0.000968
−0.022375
−0.067299
−0.067005
0.115993
0.018363
0.100187
0.083181
−0.079915
0.049769
0.016062

36
−0.052412
0.103968
0.133123
0.066644
0.072317
−0.055808
0.038578
0.04108
0.027544
0.00672
−0.014542
−0.16901
0.035828
−0.040919

37
−0.142566
−0.168587
−0.090431
0.019498
−0.040011
0.120985
−0.080314
−0.02396
−0.13415
−0.03825
0.068417
−0.069643
−0.076047
0.062099

38
0.087802
0.034894
−0.036369
−0.074985
0.079236
0.076662
0.087926
−0.026356
−0.114874
0.000813
−0.10993
0.079793
−0.101711
−0.042525

39
0.098693
−0.033343
−0.083548
−0.023393
−0.006588
0.124688
0.168155
0.069641
−0.14934
0.086572
−0.027962
0.228333
−0.084358
0.104511

40
−0.118355
−0.007148
−0.047297
0.051038
0.032799
−0.011676
0.231525
0.021434
0.227948
0.089575
0.014141
−0.083361
0.086918
−0.043719

41
0.122138
0.107201
0.119064
0.091315
0.042021
−0.248251
0.10939
−0.030135
0.181353
−0.015861
0.048109
0.081331
−0.04126
−0.022738

42
0.050469
−0.011731
−0.013787
0.106679
−0.252917
0.108584
−0.060593
0.087354
0.078132
−0.012584
0.087728
−0.038545
0.272634
−0.007821

43
−0.042016
0.177503
−0.088361
0.003446
0.176913
−0.126621
−0.015316
0.173753
0.103942
0.050929
−0.054045
0.234388
0.022187
0.011886

44
0.055404
−0.166402
0.186279
0.068241
−0.25615
−0.023344
−0.0295
0.089056
0.278825
0.021001
0.054053
−0.046629
0.092552
−0.03225

45
−0.123083
0.109514
0.140313
0.054095
0.019456
−0.061838
0.156423
−0.331103
−0.024312
0.064918
−0.042805
0.072217
0.101843
−0.179721

46
−0.019201
0.092289
−0.046609
−0.04843
0.073461
−0.036189
0.186163
0.082531
0.101708
0.083384
0.020748
−0.08376
0.051021
0.028215

47
0.199997
−0.118749
0.244049
0.025679
−0.040528
−0.149794
0.115859
0.032149
−0.222669
0.193224
0.199052
0.151136
0.064898
−0.065959

48
−0.003883
0.063639
−0.282437
−0.178316
−0.067096
−0.065816
0.01126
−0.078958
−0.050665
0.130677
−0.138726
−0.330402
0.262866
−0.050997

49
0.053207
−0.099621
0.05889
−0.05449
0.033333
−0.032461
0.060445
−0.038621
−0.072419
−0.003732
−0.031776
0.017582
−0.054382
−0.05698

50
0.046295
0.10143
−0.12627
−0.130671
−0.123612
−0.069535
0.004038
−0.118169
0.046755
0.024922
−0.173707
0.11831
−0.247128
0.057796

51
0.024229
−0.068104
0.212836
0.099443
0.072551
0.093819
0.131475
−0.05615
−0.084798
−0.087105
0.067832
−0.159745
−0.008961
0.129965

52
−0.055482
−0.230789
−0.023936
−0.153603
0.132532
−0.162261
0.025152
0.034155
−0.269369
−0.03879
−0.023145
−0.039605
0.152053
0.129259

53
0.036707
−0.009229
−0.005387
−0.075706
−0.112618
−0.001243
0.091728
0.136883
0.254457
0.105168
0.103345
−0.110371
−0.068589
−0.134807

54
−0.071869
−0.210267
−0.024994
−0.16548
0.060506
−0.083682
0.222436
0.026808
0.127963
−0.381186
0.158082
−0.024325
−0.038361
−0.01437

55
−0.047623
−0.052844
0.170803
0.291599
−0.100008
−0.150652
−0.029978
−0.044255
−0.140362
−0.028549
−0.122297
0.026753
0.052083
−0.119955

56
−0.168714
−0.065293
−0.100375
0.023567
0.055764
−0.126856
0.013665
−0.205745
0.133197
0.127714
0.146803
0.098186
0.059451
−0.300179

57
−0.023959
0.068424
0.107191
−0.092993
0.186715
0.033214
−0.069676
−0.176155
0.01348
−0.077806
−0.310735
−0.107257
0.179429
−0.000685

58
0.206503
0.179815
−0.061254
0.088719
−0.107073
−0.228236
0.022065
0.125402
−0.194089
0.021566
0.085321
−0.100181
−0.193329
0.028678

59
−0.090177
−0.021906
0.043376
0.068681
−0.063679
−0.157598
−0.014938
−0.066068
−0.207323
−0.125735
0.145368
−0.106137
0.051463
0.085054

60
0.124464
−0.028059
0.005655
0.152447
0.035402
0.248543
0.079252
0.008187
0.194429
0.059778
−0.094051
0.067946
−0.030393
−0.032308

61
0.118095
0.157277
−0.171278
0.088897
−0.130243
0.051745
0.610454
−0.151967
−0.084941
−0.040711
0.04621
−0.049796
0.100244
−0.062345

62
0.003898
0.131033
−0.049523
−0.045347
−0.02459
−0.095146
−0.02547
0.460692
−0.02292
−0.006493
−0.019323
0.043741
0.154609
−0.214925

63
0.01676
−0.007347
0.007455
0.017061
−0.037332
0.025975
0.164146
−0.016137
0.200955
−0.124538
0.010095
−0.031219
−0.060453
0.060452

64
0.004394
−0.042975
0.008748
−0.002586
−0.031066
0.094127
−0.094537
−0.054728
−0.042307
0.660632
−0.009544
−0.06678
0.070957
−0.030791

65
−0.191636
−0.038191
−0.048716
−0.152806
0.027468
0.102429
0.031005
−0.038616
0.076667
0.011893
0.412094
0.244036
0.063283
0.139044

66
0.03562
−0.069115
−0.133379
0.065528
0.1304
0.078089
−0.039338
−0.047241
−0.068678
−0.036844
−0.009854
0.23045
0.0594
−0.075202

67
−0.144253
0.115125
0.009296
−0.012683
−0.062523
−0.052214
0.068139
0.060174
−0.015991
−0.033683
−0.107877
0.040733
0.210365
−0.064524

68
−0.042294
−0.058812
−0.088987
0.197567
0.069265
−0.137719
0.042317
−0.238205
0.101396
0.091948
0.006247
−0.068674
0.01065
0.581519

69
−0.079032
−0.056042
−0.010593
0.040248
−0.074474
0.23542
−0.024671
−0.109347
−0.125856
0.028727
0.04474
0.032308
−0.100848
−0.226817

70
0.017064
0.049349
0.11376
0.011421
0.022535
0.058632
−0.026574
0.020027
−0.022631
−0.018111
0.076315
−0.060882
−0.128872
−0.103914

71
−0.054527
−0.188301
0.093742
−0.042871
0.020852
−0.008606
−0.011939
0.128712
0.137547
−0.080019
−0.036678
−0.020297
−0.115984
−0.118651

72
−0.073973
−0.021348
−0.085416
0.017513
−0.148311
−0.040134
−0.017517
−0.004327
−0.136203
0.042631
−0.037251
0.119218
0.035646
0.054523

73
0.016767
0.202788
−0.009053
0.248758
0.244845
0.11574
−0.080446
0.091785
0.063769
−0.002155
0.008149
0.093028
−0.041269
0.038379

74
0.1556
−0.117982
0.127237
0.050261
−0.087619
0.069505
0.014001
−0.050436
0.112091
0.018628
0.011249
−0.156623
−0.150989
0.05409

75
−0.092869
0.077281
0.191561
−0.165992
−0.040806
−0.076386
0.098655
0.099507
0.005405
0.077476
0.006032
0.070925
−0.030315
0.071678

76
−0.239836
0.058914
−0.002357
0.058069
−0.101727
−0.099682
0.080436
0.091039
0.058753
−0.014711
0.016799
0.088679
0.040157
−0.03849

77
0.215876
0.003294
−0.051291
−0.132654
0.159422
0.090905
−0.025659
−0.112768
−0.05809
−0.046573
0.058947
−0.054118
0.207852
−0.040169

78
−0.028244
0.030816
−0.051512
−0.039968
0.162611
−0.153239
0.004834
−0.013684
−0.057212
−0.017421
0.004599
−0.08378
−0.130445
−0.065345

79
0.003096
0.034854
−0.107489
−0.173742
−0.116433
−0.114157
0.027603
−0.069585
0.012373
−0.052725
0.094796
0.09483
0.183144
−0.084778

80
0.108105
−0.257622
−0.082101
−0.179517
0.245212
0.026556
0.096966
0.073779
0.044403
0.10979
−0.071339
−0.047116
−0.038296
0.064012

81
−0.007884
−0.104507
0.003121
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82
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BR
BS
BT
BU
BV
BW
BX
BY
BZ
CA
CB
CC
CD
CE

1
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2
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3
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4
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5
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6
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7
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8
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9
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10
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11
0.046833
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12
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13
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14
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15
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16
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17
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18
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19
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20
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21
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22
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23
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24
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25
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26
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27
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28
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29
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30
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31
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32
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33
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34
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35
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36
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37
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38
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39
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40
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41
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42
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45
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73
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80
−0.001709
0.029778
0.031256
−0.035538
−0.059877
−0.100494
−0.131081
0.162458
0.018041
−0.058369
−0.098003
0.403413
−0.102218
−0.086403

81
0.018038
0.065224
−0.041881
0.149125
−0.039554
0.026782
0.074042
−0.134099
0.018119
−0.088589
0.085485
−0.017017
0.566182
−0.148837

82
0.181337
0.087438
0.040959
−0.070259
0.040636
0.087236
−0.010531
−0.145378
−0.057879
−0.005043
−0.098016
−0.075981
−0.167363
0.285627

APPENDIX B7

PCA Transformation

Matrix (77 × 77; Normal/Diseased)

A
B
C
D
E
F
G
H
I
J
K
L

1
494.4/184.1>GPCho:Lyso 16:1
0.002997
0.062696
0.031314
−0.081471
−0.324152
0.13776
−0.158994
0.138371
−0.070351
−0.061116
−0.085673

2
496.4/184.1>GPCho:Lyso 16:0
−0.095838
0.031641
0.04649
−0.020923
−0.193528
−0.041146
−0.34561
−0.03968
−0.066205
0.173704
0.297156

3
520.4/184.1>GPCho:Lyso 18:2
−0.00842
−0.057422
0.27412
−0.069902
−0.044983
0.099001
−0.163597
0.046346
−0.029071
0.012535
0.106476

4
522.4/184.1>GPCho:Lyso 18:1
−0.083418
−0.021083
0.111513
−0.072058
−0.258684
0.206289
−0.247697
0.04681
−0.011944
−0.004995
0.066908

5
524.4/184.1>GPCho:Lyso 18:0
−0.063104
0.051141
0.163883
−0.029857
−0.230045
−0.097753
−0.234266
0.042785
0.042606
−0.012397
0.18003

6
544.4/184.1>GPCho:Lyso 20:4
0.040093
−0.201638
0.040811
0.027115
−0.133974
−0.063623
−0.044753
0.126926
−0.041815
−0.083017
0.172645

7
568.4/184.1>GPCho:Lyso 22:6
0.041973
−0.188431
0.064084
0.087102
−0.161888
−0.00798
−0.081168
−0.061841
−0.122746
0.206642
−0.066783

8
570.4/184.1>GPCho:Lyso 22:5
0.062674
−0.171277
0.08064
0.056566
−0.220534
0.005224
−0.078285
−0.01968
−0.07499
0.13535
−0.041574

9
678.5/184.1>GPCho:28:0
−0.037045
0.143161
0.109468
−0.018445
−0.136571
0.008469
0.198421
−0.114042
−0.312015
−0.097274
0.185557

10
678.5/184.1>GPCho:28:0a
−0.036756
0.136073
0.118652
−0.022191
−0.137837
0.015113
0.199294
−0.106887
−0.319057
−0.097882
0.197061

11
704.6/184.1>GPCho:30:1a
−0.180737
−0.111254
0.012585
0.066393
0.060165
0.074609
0.011603
−0.074838
0.013997
−0.041546
0.042369

12
706.6/184.1>GPCho:30:0a
−0.120117
−0.035636
0.069689
0.053756
−0.102523
0.110527
0.270962
−0.1708
−0.206421
−0.226944
0.097284

13
718.6/184.1>GPCho:32:0p, 32:1e
−0.120864
0.059793
0.07405
0.213661
−0.035254
0.091308
0.116132
0.013673
−0.110223
0.095648
−0.046495

14
730.8/184.1>GPCho:32:2
−0.129443
−0.034558
0.026916
0.035016
−0.040837
−0.059641
0.113726
0.360132
−0.182605
0.18178
−0.176013

15
732.6/184.1>GPCho:32:1a
−0.100711
0.044821
−0.178274
−0.079355
−0.184906
0.087854
0.082083
0.119517
−0.11743
−0.048817
−0.228422

16
734.6/184.1>GPCho:32:0a
−0.094581
0.032495
−0.210572
0.033347
−0.005098
0.185628
0.114539
−0.094485
0.065304
−0.037364
0.122631

17
742.6/184.1>GPCho:34:2p, 34:3e
−0.036163
0.139545
0.153488
0.147029
−0.062841
0.037043
0.020427
−0.008005
0.003619
0.133382
−0.023145

18
744.6/184.1>GPCho:34:1p, 34:2e
0.101182
0.038707
0.226609
0.092617
0.035284
0.153939
0.0613
0.04082
0.056147
−0.042104
−0.091173

19
746.6/184.1>GPCho:34:0p, 34:1e
−0.016847
0.087263
−0.024537
0.20312
0.017291
0.355235
−0.048829
0.068653
0.107279
−0.157211
−0.082645

20
748.6/184.1>GPCho:34:0e
−0.059931
0.119976
−0.038283
0.235587
0.012251
0.199006
0.063089
0.081478
0.039969
−0.129581
0.005402

21
756.6/184.1>GPCho:34:3a
−0.068489
0.221988
0.015664
−0.02934
0.031683
−0.003837
−0.083045
0.050725
0.109629
0.08651
0.002884

22
758.7/184.1>GPCho:34:2a
0.116699
0.083218
−0.001491
−0.094664
0.257285
0.060971
−0.049256
−0.0873
−0.090882
0.13558
−0.026772

23
760.6/184.1>GPCho:34:1a
0.028388
0.117941
−0.235796
−0.062285
−0.069932
0.188476
−0.022394
−0.053221
−0.01763
0.036263
−0.08533

24
762.6/184.1>GPCho:34:0a
0.006341
0.114376
−0.217941
−0.063236
−0.147441
0.195307
0.072824
−0.032149
0.042156
0.033431
−0.03956

25
768.6/184.1>GPCho:36:3p, 36:4e
0.136762
−0.122702
0.020886
0.170364
−0.029824
0.051482
−0.05778
−0.01762
0.073588
−0.120012
−0.023903

26
770.6/184.1>GPCho:36:2p, 36:3e
0.129471
0.005206
0.157352
0.156723
−0.009043
0.121822
−0.072327
0.045398
0.161527
−0.13246
−0.136683

27
772.6/184.1>GPCho:36:1p, 36:2e
0.036059
0.178125
0.130644
0.136215
0.088557
0.085218
0.048693
0.150019
0.035189
0.014343
0.001549

28
774.6/184.1>GPCho:36:0p, 36:1e
0.013038
0.166671
0.034679
0.21509
−0.047889
0.013726
0.117112
0.129756
−0.140718
−0.028867
0.021913

29
782.6/184.1>GPCho:36:4a
0.145866
−0.098689
−0.126996
0.012873
0.018777
−0.107648
0.159536
0.133601
−0.021278
−0.095796
0.174661

30
784.6/184.1>GPCho:36:3a
0.181463
0.040174
0.010018
−0.06241
−0.058203
−0.085305
0.05297
0.161267
0.067344
−0.149849
0.049181

31
786.6/184.1>GPCho:36:2a
0.14646
0.094954
0.157272
−0.08636
0.041082
0.003064
0.019568
0.022484
0.052795
−0.033827
−0.059492

32
788.6/184.1>GPCho:36:1a
−0.00306
0.222951
0.048493
−0.081148
−0.120141
−0.036049
−0.02153
−0.037465
0.078785
−0.055093
−0.124722

33
790.8/184.1>GPCho:36:0
−0.035983
0.219095
0.009951
0.003007
−0.174331
−0.040205
−0.00261
−0.054988
0.084109
−0.008284
−0.139538

34
792.6/184.1>GPCho:38:5p, 38:6e
0.103886
−0.079288
0.037331
0.226368
−0.10732
0.050236
−0.066169
−0.169695
−0.027935
0.186632
−0.122383

35
794.6/184.1>GPCho:38:4p, 38:5e
0.129732
−0.132652
−0.019043
0.187348
−0.009605
0.082581
−0.089705
−0.010281
0.083319
−0.061022
−0.066134

36
796.6/184.1>GPCho:38:3p, 38:4e
0.128105
−0.096772
−0.03583
0.234021
0.000518
0.038086
−0.049207
0.063263
0.069396
−0.144802
0.034974

37
798.6/184.1>GPCho:38:2p, 38:3e
0.065089
0.139786
−0.067589
0.240476
0.012003
−0.055045
0.003077
0.07618
0.081406
−0.056928
0.162999

38
800.6/184.1>GPCho:38:1p, 38:2e
−0.089612
0.120096
0.103254
0.222456
0.023295
−0.032343
0.014921
0.103969
−0.074711
0.045177
0.043331

39
808.6/184.1>GPCho:38:5a
0.169407
−0.087533
−0.058968
0.080232
−0.118999
−0.094255
0.102398
0.03249
−0.051098
0.089004
−0.010935

40
810.6/184.1>GPCho:38:4a
0.15594
−0.080509
−0.102777
0.041248
−0.053805
−0.179858
0.120119
0.155229
0.049343
−0.128654
0.095423

41
812.6/184.1>GPCho:38:3a
0.076589
0.020029
−0.106138
0.021824
−0.163116
−0.299636
0.033391
0.192301
0.152653
−0.216611
0.03454

42
814.6/184.1>GPCho:38:2a
−0.195508
−0.028575
−0.060501
0.0804
0.011238
−0.058589
−0.044768
−0.076488
0.10981
−0.057027
−0.05092

43
816.6/184.1>GPCho:38:1a
−0.152128
0.105354
0.08871
0.047315
0.000257
−0.189652
−0.040461
−0.197838
0.056765
−0.047486
−0.075354

44
820.6/184.1>GPCho:40:5p, 40:6e
0.13197
−0.092727
0.003204
0.236475
−0.055956
0.027837
−0.006316
−0.073869
−0.072385
0.170263
−0.116531

45
822.6/184.1>GPCho:40:4p, 40:5e
0.0806
0.061819
−0.094531
0.270683
0.010598
−0.020105
0.009047
−0.113742
0.041213
0.183053
0.073677

46
824.6/184.1>GPCho:40:3p, 40:4e
0.054317
0.114739
−0.118297
0.256367
0.022371
−0.033583
−0.035119
−0.111437
0.105331
0.041674
0.13078

47
826.6/184.1>GPCho:40:2p, 40:3e
−0.087932
0.208618
−0.063167
0.072144
0.055837
−0.048698
−0.04528
−0.018677
0.059374
0.09701
0.153208

48
828.6/184.1>GPCho:40:1p, 40:2e
−0.109685
0.176255
−0.048338
0.088194
0.054381
−0.014243
−0.034659
−0.001223
−0.014597
0.090536
0.200634

49
834.6/184.1>GPCho:40:6a
0.139604
−0.096133
−0.050788
0.097906
−0.158047
−0.074232
0.076052
−0.093021
−0.098364
0.205297
−0.153554

50
836.6/184.1>GPCho:40:5a
0.108569
0.049588
−0.113144
0.090113
−0.177125
−0.214905
0.096644
−0.158985
−0.012372
0.211503
−0.02576

51
838.6/184.1>GPCho:40:4a
0.056794
0.157178
−0.124397
0.041729
−0.136225
−0.229792
0.052727
−0.072712
0.089691
0.027653
0.092443

52
701.5/184.1>SM:18/16:1
−0.159042
−0.098924
0.057102
0.038081
0.027287
0.024855
−0.021582
0.13889
−0.018034
0.055746
0.111753

53
703.5/184.1>SM:18/16:0
−0.179131
−0.116573
0.022002
0.041161
0.065669
0.066468
−0.008124
−0.056291
−0.019199
−0.03834
0.10527

54
703.8/184.4>SM:d18:1/16:0
−0.178436
−0.119843
0.009231
0.078323
0.064877
0.050941
−0.020509
−0.061581
0.012717
−0.042136
0.038167

55
705.8/184.4>SM:d18:0/16:0
−0.178883
−0.119779
0.013625
0.059454
0.03845
0.036218
0.068078
−0.107497
−0.002223
−0.099796
0.050084

56
727.6/184.1>SM:18/18:2
−0.127641
0.022582
0.050795
0.080883
0.104272
−0.112322
0.007457
0.344597
−0.004749
0.110959
−0.071665

57
729.6/184.1>SM:18/18:1
−0.166843
−0.074505
−0.065282
0.037941
0.037293
−0.054213
−0.011948
0.261584
−0.048819
0.181952
−0.099831

58
731.6/184.1>SM:18/18:0
−0.183093
−0.070894
−0.091922
0.003494
0.036236
−0.057144
0.055127
0.082401
−0.057928
0.05902
−0.081888

59
731.8/184.4>SM:d18:1/18:0
−0.181692
−0.073515
−0.09641
0.011889
0.035258
−0.057485
0.053259
0.078658
−0.046295
0.050674
−0.095324

60
733.8/184.4>SM:d18:0/18:0
−0.131457
0.00301
−0.176557
−0.066721
−0.120917
−0.010075
0.111736
0.022012
−0.109375
−0.072075
−0.182617

61
757.6/184.1>SM:18/20:1
−0.114012
0.177925
0.038616
0.002896
0.045976
−0.011007
−0.090465
0.172941
0.093143
0.135251
−0.060543

62
759.6/184.1>SM:18/20:0
0.131855
0.074311
0.072475
−0.110163
0.219508
0.049925
0.092262
−0.072463
−0.050569
0.183103
−0.006097

63
759.8/184.4>SM:d18:1/20:0
0.126957
0.064807
0.094733
−0.118335
0.206278
0.066875
0.130346
−0.062415
−0.051074
0.167868
−0.012978

64
761.8/184.4>SM:d18:0/20:0
0.012964
0.109404
−0.209288
−0.061762
−0.147822
0.199136
0.050981
−0.036994
0.021937
0.054647
−0.069933

65
773.6/184.1>SM:18/21:0
−0.007573
0.07187
0.206657
0.159249
−0.003647
−0.0549
0.172997
0.126855
−0.1832
−0.013971
0.022026

66
787.6/184.1>SM:18/22:0
0.076677
0.07288
0.24742
−0.054344
0.000912
−0.073709
0.100305
−0.03611
0.042878
−0.064231
−0.141159

67
787.9/184.4>SM:d18:1/22:0
0.038658
0.048502
0.269046
−0.030946
−0.022224
−0.114141
0.083074
−0.030195
0.074653
−0.1188
−0.186335

68
789.9/184.4>SM:d18:0/22:0
−0.019792
0.204975
0.0222
−0.054958
−0.175401
−0.032203
−0.010972
−0.024829
0.083502
−0.088789
−0.184714

69
813.6/184.1>SM:18/24:1
−0.187263
−0.082368
−0.061001
0.084163
0.014931
−0.049727
−0.011681
−0.044078
0.084227
−0.055149
−0.081259

70
813.9/184.4>SM:d18:1/24:1
−0.186049
−0.084646
−0.050473
0.087349
0.018781
−0.03418
−0.000585
−0.048248
0.090024
−0.061588
−0.0788

71
815.6/184.1>SM:18/24:0
−0.148513
−0.074385
0.083848
0.099668
−0.0159
−0.161482
0.013419
−0.173782
0.062269
−0.101708
−0.149634

72
815.9/184.4>SM:d18:0/24:1
−0.143422
−0.093755
0.098358
0.06572
0.021117
−0.156856
−0.007498
−0.180279
−0.019396
−0.122409
−0.125164

73
817.9/184.4>SM:d18:0/24:0
−0.082118
0.141564
0.037997
0.066682
0.065503
−0.206238
−0.170604
−0.172242
−0.102278
−0.069728
−0.220059

74
841.9/184.4>SM:d18:1/26:1
−0.117381
0.182032
−0.063404
0.01743
0.05043
−0.159344
−0.062602
−0.018665
0.032946
0.024895
0.093868

75
843.9/184.4>SM:d18:0/26:1
0.100143
0.074655
−0.113444
0.05621
0.157212
−0.064088
−0.267292
0.010415
−0.333708
−0.171263
−0.071445

76
843.9/184.4>SM:d18:1/26:0
0.100192
0.076221
−0.112709
0.056806
0.153285
−0.067211
−0.26613
0.009123
−0.332215
−0.171594
−0.082982

77
845.9/184.4>SM:d18:0/26:0
0.097588
0.063344
−0.155572
0.077479
0.098929
−0.013059
−0.26236
0.0293
−0.322393
−0.177397
−0.092343

M
N
O
P
Q
R
S
T
U
V
W
X
Y
Z

1
0.174133
−0.075013
0.217843
−0.042338
0.080777
0.219996
−0.038581
0.092594
−0.123408
−0.198549
0.092144
−0.005901
0.167299
−0.249779

2
−0.020788
−0.082094
0.136447
0.01101
0.091444
−0.036678
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14
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15
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16
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18
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19
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20
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21
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22
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23
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25
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26
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27
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28
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29
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30
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31
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32
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33
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34
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35
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36
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37
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38
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39
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40
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41
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42
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43
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44
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45
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46
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47
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48
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49
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50
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51
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52
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53
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54
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55
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56
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57
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58
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59
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60
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61
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62
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63
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64
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65
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66
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67
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68
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69
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70
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71
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72
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73
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74
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75
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76
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77
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AA
AB
AC
AD
AE
AF
AG
AH
AI
AJ
AK
AL
AM
AN

1
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2
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3
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4
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5
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6
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7
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8
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9
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10
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11
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12
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13
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14
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15
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16
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17
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18
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19
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20
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21
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22
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23
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24
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25
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26
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27
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28
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29
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30
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31
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32
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33
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34
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35
0.086534
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36
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37
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38
0.247293
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39
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40
0.098685
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41
0.136733
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42
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43
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44
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45
0.124213
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46
0.112933
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47
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48
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49
0.047052
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50
0.000883
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51
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52
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53
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54
0.131433
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55
0.102513
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56
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57
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58
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59
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60
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61
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62
0.045383
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63
0.1284
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64
0.046837
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65
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66
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67
0.073264
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68
0.123305
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69
0.063607
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70
0.135085
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71
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72
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73
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74
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75
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76
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77
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0.0035
0.080885
0.051913
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0.019617

AO
AP
AQ
AR
AS
AT
AU
AV
AW
AX
AY
AZ
BA
BB

1
0.073131
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0.079159
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0.071289
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0.021385
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0.047038
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2
0.013344
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0.014017
0.278521
0.030462
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0.031132
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0.013613
0.050726
0.004718

3
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0.104102
0.030613
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0.065143
−0.192
0.136232
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0.193989
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4
0.212152
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0.003666
0.018491
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0.168905
0.046472
0.021553
0.006117
0.144134
0.126867
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5
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0.025312
0.004059
0.065871
0.113014
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−0.006256
0.074847
0.020462
0.178749
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0.086795

6
0.155447
0.147276
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0.05628
0.120059
0.073608
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−0.040678
0.355846
−0.066929
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0.007827
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7
0.008031
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0.089122
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0.016897
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0.092016
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0.162729

8
0.019816
0.008069
0.022417
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0.092058
0.315441
0.047618
−0.046002
−0.157943
0.026259
0.13849
0.170593
0.052292
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9
0.029728
0.005492
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0.03455
0.016295
−0.089709
0.1256
0.034888
−0.091913
0.015962
0.027643
0.085719
0.143552
−0.089672

10
0.026889
0.069302
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0.164106

11
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0.127343
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0.074049
0.089621
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0.070724
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12
0.011351
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0.132145
0.021355
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13
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14
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0.00017
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15
−0.339494
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0.13517
0.090019
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0.110318
0.044237
0.240453
0.105972
0.088857
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0.126108

16
0.085743
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0.002294
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−0.043236
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0.075524
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0.060378

17
−0.012686
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0.019493
0.120518
0.038265
0.048936
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0.011574
0.049796

18
0.07587
0.078423
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0.188409
0.108496
0.002093
0.018271
−0.290974
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0.067518
0.237639
0.114721
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0.12652

19
0.09493
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0.1655
0.034977
0.095971
0.060556
0.142634
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0.016902
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20
−0.023655
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0.102518
0.124872
0.297595
0.141684
0.117195
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0.058734
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21
0.033108
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0.089202
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0.012154
0.089806
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22
0.150388
0.213592
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0.083011
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0.027338
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23
0.002124
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0.000286
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24
−0.154008
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0.035036
0.017121
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0.19284
0.023757
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0.10894
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25
0.15309
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0.065584
0.025576
0.150456
0.120278
0.037676
0.039027
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0.258187
0.040131
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26
−0.059416
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0.006108
0.173232
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0.098411
0.279618
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0.012384

27
0.141179
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0.051479
0.128047
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0.326079
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0.070127
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28
0.100241
0.177462
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0.020646
0.077485
0.11389
0.085169
0.103542
0.289315
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0.210432

29
−0.098214
0.085975
0.233732
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0.019575
0.029089
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0.128662
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0.149486
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30
0.175554
0.028193
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0.197833
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−0.011514
0.005892
0.034132
0.171189
0.045498
0.063461
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31
0.042845
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0.183434
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0.027999
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0.207734
0.077592
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0.080437
0.286873
0.270133

32
−0.00877
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0.193133
0.054957
0.001166
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0.155395
0.049951
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0.042146
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0.044247

33
0.037297
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0.09148
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0.157155
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0.214934
−0.261161

34
0.012876
−0.119324
0.059895
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−0.094027
0.195178
−0.147418
0.124795
0.088371
0.028375
−0.007937
0.142336
−0.053063
0.068019

35
−0.165095
0.127557
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−0.162206
0.08048
0.05693
0.029814
0.006827
−0.050981
−0.044241
−0.048491
0.072307

36
−0.114632
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0.231488
0.147183
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−0.067715
−0.257253
0.071115
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0.029143
0.234511
−0.049821
0.071359

37
−0.019985
−0.025152
−0.001246
0.125166
−0.212185
0.238623
−0.085785
0.098899
−0.030555
−0.100667
−0.129831
0.183381
−0.064613
−0.175701

38
−0.116858
−0.05975
0.014516
0.00611
0.391755
−0.05186
0.153943
−0.030252
−0.024904
−0.128223
−0.151596
0.071924
−0.058351
0.094576

39
−0.11171
−0.149402
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0.228068
0.016717
0.012035
0.122968
0.035597
0.11074
−0.024293
−0.057131
−0.068866
−0.029565
−0.098517

40
−0.042467
−0.219881
−0.039395
0.083308
−0.071935
−0.099396
0.166033
−0.123629
−0.123298
0.08501
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0.057538
−0.023851
0.023187

41
−0.021952
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0.105905
−0.103961
−0.099849
0.063194
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0.12427

42
−0.106742
−0.008399
0.034415
0.112134
−0.045693
0.000197
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0.032632
0.164637
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43
−0.084075
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−0.030645
0.074258
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0.17408
0.001942
0.14176
0.015959
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44
−0.02903
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0.163894
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0.01348
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0.053143
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0.047659
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45
−0.041435
0.093879
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0.133889
0.010408
0.011588
−0.238347
−0.044768
0.080482
−0.092423
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0.050919
0.201651

46
0.108536
−0.203807
0.082792
0.226408
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0.071372
0.223732
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−0.071439
0.247324
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0.041563
−0.07834

47
0.002049
−0.088715
0.197989
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0.031227
0.064882
0.213878
0.081845
0.156291
0.259561
0.128878
−0.006904
0.32802
−0.019543

48
−0.00645
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−0.081503
0.015236
−0.197856
−0.144049
−0.187413
−0.015469
0.060942
−0.057149
0.079367
−0.17325
−0.193708

49
0.076215
0.057603
0.046747
0.082494
0.052903
−0.127976
0.092962
0.132591
0.017701
0.018234
0.057053
−0.189409
−0.023349
−0.045352

50
0.144767
0.15377
−0.002477
0.055539
0.020514
−0.079146
−0.079682
−0.015604
0.209335
−0.010244
0.038041
0.259543
0.070809
−0.131127

51
−0.03716
0.077544
0.010942
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0.027426
0.029513
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0.127469
−0.136997
−0.001242
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−0.088127
0.107087

52
0.085367
0.189656
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0.126013
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0.023732
−0.06533
0.017562
0.106854
−0.109449
0.131566
0.007739
0.087772
−0.128513

53
−0.093336
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−0.01976
0.004827
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0.058554
0.098891
−0.087684
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−0.074564
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0.012797

54
0.042344
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0.174497
−0.14654
−0.10154
0.07322
0.044069
0.078962
0.085904
0.1786
0.048956
0.218106

55
0.125054
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0.009789
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0.030331
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56
−0.070419
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0.071763
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0.01226
−0.038548
0.009984
−0.010375
0.048533
0.004028
0.028668
−0.001847
0.014113

57
0.184001
−0.029118
0.145024
0.064304
0.097729
0.171552
0.080679
0.02532
−0.017049
0.260262
−0.09443
−0.048996
−0.151566
0.215347

58
0.01844
−0.115868
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0.017548
0.057892
−0.055633
0.08561
0.008021
0.116815
−0.079771
−0.001256
−0.051512
0.095407
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59
0.048782
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0.048665
0.062742
−0.092765
0.097349
−0.019952
0.216782
−0.111993
0.035148
0.047926
0.132052
−0.072257

60
0.197157
0.089567
−0.156893
0.111406
−0.032936
0.130167
−0.037561
−0.026978
−0.180623
−0.079444
−0.109294
−0.07422
−0.043284
0.116304

61
0.136112
−0.035044
−0.039693
0.061378
−0.072564
0.047523
0.008362
−0.03679
−0.110005
−0.132579
−0.004975
−0.172551
0.137867
0.157902

62
−0.102595
−0.148551
0.099084
−0.108899
0.011772
0.050235
−0.087096
0.133949
0.01901
−0.113321
−0.063886
0.156838
0.059129
0.206757

63
0.048763
−0.081872
0.062203
0.145339
−0.114232
−0.053039
−0.09485
−0.112922
0.080539
0.178492
0.19183
−0.182533
−0.136128
−0.030186

64
−0.053323
0.00017
−0.108547
0.003073
0.04994
0.014511
−0.107249
−0.07616
0.059195
0.039804
−0.118424
−0.03125
−0.076019
0.064362

65
−0.089847
−0.063434
0.034599
0.181633
−0.04343
0.007125
−0.06822
−0.118998
−0.029003
0.014517
−0.061907
−0.011274
0.069986
−0.16225

66
−0.158136
0.024246
−0.104939
−0.118052
−0.054437
0.374018
0.151608
−0.05281
−0.091871
−0.146687
−0.002082
−0.009491
−0.011225
−0.103419

67
0.142992
0.110321
−0.01164
−0.068231
−0.0149
−0.126539
0.163005
0.045822
0.040808
0.008266
−0.000472
0.055025
−0.182857
−0.107692

68
0.056631
0.328268
0.307152
0.042878
−0.071222
−0.08097
0.016638
−0.024043
0.043028
−0.01972
−0.031974
0.056822
0.047062
0.006901

69
0.054742
0.138689
0.000272
0.157611
0.073431
0.160654
−0.159667
0.096393
−0.036873
0.052121
0.033605
−0.095783
−0.052638
−0.027475

70
−0.014503
0.072712
0.106285
0.044834
−0.126847
−0.034343
0.018851
0.09345
−0.070316
−0.123203
0.062321
0.083082
0.139519
−0.078779

71
0.115923
−0.02662
0.090968
−0.122757
0.031556
0.006837
0.005259
−0.081244
0.168044
0.246748
−0.183687
0.159006
0.026827
0.113823

72
0.188287
−0.008921
0.049145
0.068139
−0.142728
−0.085239
−0.174703
0.012314
−0.162544
−0.130019
−0.081896
−0.11855
0.28348
0.133237

73
−0.25533
−0.083613
−0.33791
0.078944
0.115756
0.082879
0.026766
0.154215
−0.028351
0.037997
0.066657
0.037724
0.034158
−0.080469

74
0.002363
−0.089241
0.235638
−0.22296
0.055407
0.177252
0.06752
−0.170514
0.022028
−0.278688
−0.040934
0.007213
−0.07972
0.121451

75
0.105316
−0.049843
0.064158
0.037868
−0.044301
−0.04248
−0.035614
−0.102206
0.02147
0.028696
0.005966
−0.003955
−0.096869
−0.016282

76
0.116272
−0.060947
0.047632
0.015709
−0.012038
−0.037063
−0.051478
−0.026922
0.043453
0.084351
−0.066164
−0.132513
−0.124506
−0.073167

77
−0.119713
0.098084
0.00395
−0.026155
−0.03526
0.00178
−0.011766
0.012114
−0.023336
−0.065294
0.080823
0.126306
0.237768
0.10799

BC
BD
BE
BF
BG
BH
BI
BJ
BK
BL
BM
BN
BO
BP

1
0.105186
−0.079865
0.012822
−0.086787
0.022693
−0.065532
−0.065244
−0.082491
−0.023503
0.078267
−0.077171
0.059356
−0.031011
−0.235191

2
−0.012633
0.040313
0.060419
0.001501
0.062866
0.021456
0.01275
−0.009914
−0.065745
−0.101266
−0.048711
0.019088
0.053812
0.068966

3
0.041943
0.041659
0.049094
−0.064031
−0.071075
0.082422
−0.059811
−0.147327
−0.075611
0.027577
−0.12954
0.099339
−0.078496
−0.104381

4
−0.138835
−0.02483
0.035348
0.097917
0.110583
0.081288
0.211735
0.187514
0.201093
−0.003581
0.159516
−0.157049
0.124147
0.21456

5
0.003345
−0.069593
−0.10729
0.07368
−0.1162
−0.136019
−0.05182
−0.036557
0.043436
0.077608
0.105432
−0.094113
−0.105254
−0.034359

6
0.16184
−0.068638
−0.180011
−0.013706
−0.121607
0.080744
0.098795
−0.029099
−0.039062
−0.095353
−0.023336
−0.071346
−0.099684
0.063206

7
−0.117615
−0.121728
0.338091
0.065729
0.023332
−0.274951
−0.004036
−0.015178
−0.078557
0.232822
0.065387
0.028263
0.13309
−0.128579

8
−0.064031
0.147994
−0.230185
−0.010255
0.091711
0.103186
−0.125298
0.111148
0.122393
−0.192752
−0.053936
0.072237
−0.090263
0.056267

9
0.070496
−0.136584
−0.058878
0.252402
−0.301208
−0.106114
−0.166585
0.036121
0.134797
0.148209
−0.025005
−0.023005
−0.024091
0.104536

10
−0.003367
0.130679
0.029085
−0.245528
0.362007
0.051608
0.113287
−0.055672
−0.078455
−0.05981
0.005715
−0.027316
−0.066552
−0.095452

11
0.07829
0.077227
−0.226546
0.099315
0.040678
−0.411054
0.288641
−0.122104
0.265212
−0.039434
0.077067
0.042758
−0.150876
−0.004429

12
0.040726
−0.131629
0.033336
0.026374
0.040214
−0.044789
0.031902
0.030727
−0.029078
−0.081817
−0.043314
0.08476
0.158942
−0.08812

13
0.070034
−0.003073
0.103877
−0.033318
−0.062773
−0.045085
0.010269
0.073278
0.061651
−0.02695
0.034249
0.007724
0.012353
0.016038

14
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15
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16
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17
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18
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19
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20
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21
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22
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23
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24
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25
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26
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27
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28
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29
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30
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31
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32
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33
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34
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35
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36
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37
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38
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39
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40
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41
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42
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43
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44
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45
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46
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48
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49
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50
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51
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53
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54
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55
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56
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57
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58
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59
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60
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61
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62
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63
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64
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65
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66
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67
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68
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69
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70
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71
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72
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73
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74
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75
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76
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77
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BQ
BR
BS
BT
BU
BV
BW
BX
BY
BZ

1
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2
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3
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4
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5
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6
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7
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8
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9
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10
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11
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12
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13
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14
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15
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16
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17
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18
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19
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20
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21
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22
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23
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24
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−0.060054
−0.15077
−0.169199
0.267017
−0.064364
−0.075968
−0.034674

25
−0.047785
0.019112
0.007749
−0.123623
−0.218987
−0.04508
−0.057654
−0.027809
0.015297
−0.037416

26
0.030681
0.130182
−0.119124
0.105016
0.002236
0.042169
0.001573
0.025551
0.089901
−0.014708

27
−0.118407
−0.010234
0.112127
0.017595
0.070136
−0.040737
0.022728
−0.01813
0.007137
−0.021268

28
−0.048945
0.182107
−0.017535
−0.016427
−0.084368
0.097946
0.023954
−0.018154
−0.001898
−0.011764

29
0.078805
0.002661
−0.04595
0.190796
0.037559
0.207483
−0.112473
0.038856
0.022737
−0.306433

30
−0.076921
0.030629
0.045912
−0.114338
0.024288
−0.055749
0.082594
−0.022378
−0.044616
−0.200111

31
0.0688
0.013082
−0.143265
0.144325
0.03278
−0.023091
−0.164981
0.051955
0.061869
−0.283056

33
0.03141
−0.03549
0.043587
−0.071274
0.000417
0.471515
0.093044
−0.064741
0.002562
−0.114885

33
−0.166033
0.035357
−0.087455
0.001975
0.223878
−0.093287
0.102734
−0.028302
−0.069935
−0.009558

34
0.002648
0.071071
0.089795
0.143852
0.083507
0.085079
0.07111
0.013168
−0.011357
−0.014388

35
0.041444
−0.143052
−0.073225
−0.179659
0.14715
−0.083631
0.054995
−0.00863
−0.028899
−0.034778

36
−0.106306
0.108088
0.160129
0.169641
0.158902
0.086615
0.002897
−0.003618
−0.030178
−0.026395

37
0.066502
−0.112037
−0.06431
−0.167667
−0.017482
−0.104688
−0.016342
0.004729
−0.002505
−0.009653

38
0.022264
0.001613
−0.038221
−0.016757
−0.048831
−0.044794
0.019887
0.027483
−0.016916
−0.012492

39
−0.14533
−0.015642
0.055256
−0.116364
−0.050846
0.03889
−0.0766
−0.022439
0.005417
−0.116976

40
0.199083
0.099778
−0.062628
−0.024414
−0.065733
−0.237773
0.298184
0.013335
−0.022326
−0.186335

41
−0.034841
−0.053073
0.028585
0.054517
0.020076
0.09819
−0.092677
−0.002375
−0.006094
−0.082214

42
0.042609
0.384684
0.406611
−0.081422
−0.251059
−0.077581
−0.28254
0.01733
0.093751
−0.093744

43
−0.001515
−0.318983
0.177313
0.204108
0.060626
−0.204936
0.008583
−0.008292
−0.04073
−0.035473

44
0.16376
−0.172122
−0.096344
−0.0933
−0.156374
−0.06118
−0.131887
−0.010451
−0.021496
−0.013018

45
−0.083079
0.052482
0.102249
0.193592
0.047039
0.023849
−0.011047
0.015255
0.020241
−0.010224

46
−0.085721
0.069745
−0.123376
−0.094347
−0.057958
0.035834
0.067038
−0.002346
−0.017155
−0.00729

47
0.205404
−0.170941
0.136576
−0.043211
0.198393
0.022061
−0.106109
−0.049629
−0.04507
−0.013177

48
−0.000256
0.084878
0.005281
0.10903
−0.078914
0.050864
0.097506
0.015212
0.024394
−0.011127

49
−0.057167
−0.071867
0.151592
0.05523
0.003758
−0.127297
−0.093132
−0.089421
0.076126
−0.074356

50
−0.01437
0.159509
−0.066781
−0.16277
0.099278
0.108547
0.052137
0.093169
−0.050781
−0.03321

51
0.061175
−0.190796
0.064124
0.129973
−0.090485
−0.052642
−0.040493
−0.071556
0.054196
−0.014973

52
0.080229
−0.023494
−0.036367
−0.005096
−0.082295
−0.002587
0.047946
−0.019408
0.034351
−0.035965

53
−0.152669
0.069401
−0.087387
−0.014239
0.297909
−0.15442
−0.288369
0.027113
−0.186815
−0.259397

54
0.064553
−0.039293
0.291005
−0.106222
−0.166889
−0.081866
0.322859
0.057381
0.092029
−0.271839

55
−0.134618
0.026367
−0.266206
0.029165
−0.195211
0.175812
−0.24685
−0.076312
0.022168
−0.046341

56
0.037024
0.019445
−0.003132
−0.008231
−0.031725
−0.003965
−0.018628
−0.003993
−0.012182
−0.002538

57
−0.243523
−0.094966
−0.003462
0.041226
−0.06914
0.105804
−0.008698
−0.013621
−0.017269
−0.035028

58
0.047371
−0.107049
−0.049744
0.078273
−0.051012
−0.011773
0.08034
0.147222
0.637828
−0.107665

59
0.158128
−0.044489
0.063453
0.023696
−0.166102
0.030382
−0.100211
−0.18023
−0.595497
−0.106324

60
0.043809
−0.051732
0.139396
−0.049744
0.160031
−0.100202
−0.021183
0.049787
0.000804
−0.026185

61
0.053665
0.2429
0.125182
0.001081
0.212154
−0.027839
0.035683
0.049515
−0.027819
−0.020047

62
0.001913
0.082985
−0.078068
−0.056148
−0.178063
−0.060039
−0.024084
−0.106948
−0.052715
−0.179936

63
−0.07655
−0.068189
0.007575
0.007822
0.107744
−0.053765
−0.02254
0.096788
0.039632
−0.150063

64
0.178349
−0.076601
0.185107
−0.041857
0.066758
0.330709
−0.01613
−0.037596
0.011321
−0.117329

65
−0.026691
−0.069981
0.021382
0.031228
0.128087
−0.019277
−0.003045
0.000783
0.012991
−0.015869

66
−0.009701
−0.000922
0.130013
−0.170243
−0.069817
0.077547
0.09794
0.048649
0.006445
−0.124489

67
−0.041345
0.044093
−0.009046
0.175105
−0.011819
−0.050148
−0.01627
−0.105692
−0.028968
−0.092366

68
0.08295
0.095568
−0.037906
0.019222
−0.097163
−0.318713
−0.120456
0.098857
0.035725
−0.02185

69
0.137724
−0.010727
−0.315461
0.340005
0.014064
−0.044166
0.349428
−0.140274
−0.139131
−0.188386

70
−0.192591
−0.262182
−0.045425
−0.269288
0.233344
0.119095
0.048291
0.088837
0.033075
−0.165046

71
−0.009582
0.129316
−0.190715
−0.14395
0.062199
−0.003544
−0.122476
0.073517
0.083341
−0.057359

72
−0.002115
−0.046441
0.106904
−0.032163
−0.107842
0.068182
0.043118
−0.049895
−0.0445
−0.049807

73
0.040398
0.072139
−0.070798
−0.032169
−0.005265
0.125214
0.007758
−0.007879
0.008778
−0.005966

74
−0.183495
0.135248
−0.078137
−0.083744
−0.019236
−0.127566
0.101115
0.028536
0.005656
−0.009918

75
0.129365
0.134619
−0.029039
−0.095417
0.165639
0.023283
0.01025
−0.632872
0.211195
−0.016086

76
0.200021
0.046075
−0.032296
0.005735
−0.036018
0.112881
0.044988
0.623822
−0.183228
−0.015955

77
−0.349585
−0.236882
0.090309
0.110365
−0.098976
−0.158597
−0.044264
0.004491
−0.033625
−0.013298

APPENDIX B8

PCA Transformation

Matrix (77 × 77; Benign/Malignant)

A
B
C
D
E
F
G
H
I
J
K
L

1
494.4/184.1>GPCho:Lyso 16:1
−0.000129
−0.058696
−0.079206
−0.080314
−0.325215
0.146202
−0.056446
−0.116835
−0.037161
−0.178955
0.004163

2
496.4/184.1>GPCho:Lyso 16:0
−0.08701
−0.021779
−0.077139
−0.025044
−0.203501
−0.031882
−0.377693
−0.072644
0.176958
0.077568
−0.164888

3
520.4/184.1>GPCho:Lyso 18:2
−0.035401
0.08965
−0.230702
−0.14749
−0.046006
0.127806
−0.18934
−0.081235
0.035557
0.014593
−0.061367

4
522.4/184.1>GPCho:Lyso 18:1
−0.087612
0.030144
−0.112095
−0.077541
−0.263245
0.200313
−0.207387
−0.07802
−0.031191
0.004276
−0.044094

5
524.4/184.1>GPCho:Lyso 18:0
−0.072172
−0.03937
−0.186022
−0.070211
−0.23005
−0.080222
−0.189218
−0.055995
−0.026943
0.045723
−0.149723

6
544.4/184.1>GPCho:Lyso 20:4
0.035229
0.203031
−0.049255
0.041409
−0.132745
−0.05661
−0.07228
−0.170217
0.002495
−0.048128
−0.17568

7
568.4/184.1>GPCho:Lyso 22:6
0.048943
0.180531
−0.118728
0.06724
−0.141831
−0.001784
−0.106963
0.009501
0.210763
0.021123
0.12723

8
570.4/184.1>GPCho:Lyso 22:5
0.067048
0.163024
−0.133092
0.037614
−0.196412
0.004471
−0.064222
−0.001448
0.137812
0.040987
0.083806

9
678.5/184.1>GPCho:28:0
−0.089287
−0.155607
−0.07389
0.001781
−0.1141
−0.039424
0.070948
0.066237
0.239035
−0.237517
−0.137768

10
678.5/184.1>GPCho:28:0a
−0.09203
−0.14219
−0.084238
0.000529
−0.114475
−0.037837
0.069611
0.049091
0.241624
−0.262628
−0.154822

11
704.6/184.1>GPCho:30:1a
−0.173154
0.113144
0.006904
0.074182
0.058846
0.061226
−0.026883
0.08348
−0.024967
−0.01765
−0.035612

12
706.6/184.1>GPCho:30:0a
−0.130607
0.072184
−0.011571
0.084718
−0.07708
0.079515
0.173973
0.221115
0.054793
−0.305713
−0.054185

13
718.6/184.1>GPCho:32:0p, 32:1e
−0.125226
−0.053057
−0.125252
0.174243
0.017076
0.085306
0.101808
−0.010435
0.175384
−0.020604
0.093028

14
730.8/184.1>GPCho:32:2
−0.122379
0.062338
−0.048065
0.020404
0.005501
−0.01112
0.132466
−0.409059
0.061956
0.043249
0.263449

15
732.6/184.1>GPCho:32:1a
−0.101643
−0.055051
0.161767
−0.017506
−0.201895
0.086842
0.141137
−0.118708
−0.023614
−0.205649
0.226382

16
734.6/184.1>GPCho:32:0a
−0.08228
−0.054176
0.217947
0.119447
−0.047052
0.146689
0.067518
0.126018
0.005632
0.026237
−0.07342

17
742.6/184.1>GPCho:34:2p, 34:3e
−0.059436
−0.122226
−0.194401
0.098149
−0.038734
0.042863
0.003771
−0.031874
0.079658
0.102363
0.11582

18
744.6/184.1>GPCho:34:1p, 34:2e
0.096939
−0.020307
−0.237722
0.011803
0.056252
0.190591
0.095324
0.003932
−0.109709
−0.027108
0.056572

19
746.6/184.1>GPCho:34:0p, 34:1e
−0.010414
−0.119808
−0.040273
0.194405
0.007658
0.320273
0.01255
0.039981
−0.218304
−0.02771
−0.023964

20
748.6/184.1>GPCho:34:0e
−0.053032
−0.139507
−0.043757
0.218033
0.026442
0.188505
0.103237
0.010322
−0.083471
−0.067311
−0.088427

21
756.6/184.1>GPCho:34:3a
−0.080715
−0.21412
−0.019707
−0.052984
0.018316
0.014831
−0.049873
−0.052183
−0.035974
0.123684
−0.012466

22
758.7/184.1>GPCho:34:2a
0.119265
−0.092914
0.042623
−0.121501
0.241493
0.068912
−0.050121
0.067994
0.105146
−0.007263
0.079215

23
760.6/184.1>GPCho:34:1a
0.043351
−0.14998
0.215389
0.011899
−0.103379
0.158997
−0.003614
0.045489
0.001878
0.014067
0.105249

24
762.6/184.1>GPCho:34:0a
0.011395
−0.136456
0.205927
0.012127
−0.183264
0.159586
0.081196
0.04515
0.021204
0.073132
0.039532

25
768.6/184.1>GPCho:36:3p, 36:4e
0.141629
0.100214
−0.061222
0.168467
−0.030558
0.05319
−0.054851
−0.000674
−0.169195
0.017493
0.018149

26
770.6/184.1>GPCho:36:2p, 36:3e
0.124804
−0.011571
−0.199363
0.10122
0.003295
0.133313
−0.004053
0.005457
−0.253354
0.024187
0.060149

27
772.6/184.1>GPCho:36:1p, 36:2e
0.019666
−0.179363
−0.165563
0.06285
0.110278
0.110169
0.096413
−0.093904
−0.008013
−0.01806
−0.080323

28
774.6/184.1>GPCho:36:0p, 36:1e
0.012362
−0.165851
−0.118264
0.183619
0.007313
0.018125
0.15991
−0.094157
0.10703
−0.125142
−0.067048

29
782.6/184.1>GPCho:36:4a
0.146913
0.08385
0.133873
0.064858
0.014465
−0.10662
0.148504
−0.12701
0.008656
−0.062246
−0.170789

30
784.6/184.1>GPCho:36:3a
0.176958
−0.032158
−0.008367
−0.062149
−0.066186
−0.101613
0.11944
−0.118029
−0.081843
−0.082011
−0.143873

31
786.6/184.1>GPCho:36:2a
0.130521
−0.091539
−0.137165
−0.16184
0.04013
0.01383
0.046922
0.02845
−0.069077
−0.023385
0.007018

32
788.6/184.1>GPCho:36:1a
−0.031539
−0.215708
−0.053761
−0.098307
−0.118108
−0.047112
−0.000654
0.044079
−0.136322
0.032165
0.103154

33
790.8/184.1>GPCho:36:0
−0.054828
−0.208969
−0.053669
−0.002343
−0.167993
−0.047046
0.023401
0.049809
−0.11688
0.064511
0.151711

34
792.6/184.1>GPCho:38:5p, 38:6e
0.110978
0.063429
−0.121441
0.195431
−0.086622
0.054479
−0.092615
0.110212
0.099608
0.060785
0.208935

35
794.6/184.1>GPCho:38:4p, 38:5e
0.141025
0.100214
−0.048384
0.187585
−0.012683
0.086878
−0.065988
0.00734
−0.158429
0.026718
0.058755

36
796.6/184.1>GPCho:38:3p, 38:4e
0.138463
0.066052
−0.044464
0.226955
0.0138
0.046501
−0.028539
−0.044829
−0.163074
−0.010679
−0.075537

37
798.6/184.1>GPCho:38:2p, 38:3e
0.06589
−0.145504
−0.009417
0.24681
0.034346
−0.045268
−0.022546
−0.086919
−0.035113
0.053535
−0.15551

38
800.6/184.1>GPCho:38:1p, 38:2e
−0.086354
−0.114182
−0.167387
0.177683
0.078777
−0.015738
0.064998
−0.089831
0.092909
−0.011173
−0.043688

39
808.6/184.1>GPCho:38:5a
0.17555
0.074953
−0.010645
0.085577
−0.093165
−0.097506
0.116856
−0.024784
0.110003
−0.00423
0.02651

40
810.6/184.1>GPCho:38:4a
0.161877
0.063152
0.063907
0.071418
−0.051121
−0.172385
0.163399
−0.117482
−0.08565
−0.025937
−0.143522

41
812.6/184.1>GPCho:38:3a
0.085504
−0.01814
0.035041
0.064433
−0.153962
−0.320601
0.132135
−0.147255
−0.225884
0.016592
−0.143745

42
814.6/184.1>GPCho:38:2a
−0.185246
0.031044
0.031157
0.10859
0.010055
−0.069282
−0.043843
0.082383
−0.124369
0.033207
0.011071

43
816.6/184.1>GPCho:38:1a
−0.15907
−0.079398
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0.019827
0.027155
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0.178491
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0.022312
0.050143

44
820.6/184.1>GPCho:40:5p, 40:6e
0.143104
0.072117
−0.099549
0.20043
−0.028926
0.030025
−0.014316
0.050581
0.134961
0.018067
0.162267

45
822.6/184.1>GPCho:40:4p, 40:5e
0.087309
−0.070596
0.013578
0.27446
0.030927
−0.023208
−0.086056
0.041981
0.115267
0.175462
0.089027

46
824.6/184.1>GPCho:40:3p, 40:4e
0.057167
−0.131622
0.039078
0.268798
0.033
−0.04
−0.109298
0.066486
−0.003981
0.139845
−0.027858

47
826.6/184.1>GPCho:40:2p, 40:3e
−0.091879
−0.209665
0.038864
0.069827
0.049432
−0.043501
−0.076178
−0.011951
0.077892
0.119714
−0.089207

48
828.6/184.1>GPCho:40:1p, 40:2e
−0.107427
−0.17873
0.010651
0.076305
0.057404
−0.00499
−0.054898
−0.011913
0.163634
0.026699
−0.196016

49
834.6/184.1>GPCho:40:6a
0.15106
0.082718
−0.036399
0.095362
−0.133312
−0.068765
0.068664
0.087648
0.204945
0.010444
0.198165

50
836.6/184.1>GPCho:40:5a
0.11837
−0.046889
0.022464
0.112527
−0.158368
−0.236736
0.059581
0.132954
0.20526
0.143012
0.119619

51
838.6/184.1>GPCho:40:4a
0.05514
−0.160041
0.068672
0.076616
−0.13061
−0.264448
0.029229
0.051083
−0.000758
0.152681
−0.044257

52
701.5/184.1>SM:18/16:1
−0.154006
0.104622
−0.042907
0.040827
0.046078
0.048991
−0.000407
−0.153422
0.054024
0.059253
−0.074896

53
703.5/184.1>SM:18/16:0
−0.172215
0.116356
0.00619
0.048473
0.061736
0.060119
−0.051175
0.053735
0.019552
−0.023826
−0.113853

54
703.8/184.4>SM:d18:1/16:0
−0.168
0.121974
−0.004951
0.084245
0.068076
0.053896
−0.051021
0.071455
−0.043468
−0.002447
−0.041554

55
705.8/184.4>SM:d18:0/16:0
−0.168532
0.126145
0.014835
0.072292
0.033491
0.023535
0.019634
0.124984
−0.033711
−0.07375
−0.03628

56
727.6/184.1>SM:18/18:2
−0.121927
−0.021783
−0.088814
0.019708
0.143516
−0.058827
0.10061
−0.313354
−0.017845
0.070376
0.09422

57
729.6/184.1>SM:18/18:1
−0.156668
0.073842
0.027047
0.046577
0.058077
−0.020699
0.019972
−0.318957
0.061048
0.134957
0.167071

58
731.6/184.1>SM:18/18:0
−0.175259
0.072191
0.094288
0.035757
0.037186
−0.051833
0.027486
−0.115914
0.025051
0.001145
0.152315

59
731.8/184.4>SM:d18:1/18:0
−0.173623
0.074809
0.094321
0.045825
0.038996
−0.051111
0.031591
−0.108665
0.003134
0.006108
0.167776

60
733.8/184.4>SM:d18:0/18:0
−0.131513
−0.00651
0.166545
−0.002229
−0.13341
−0.028746
0.12208
−0.018912
0.001337
−0.222642
0.208608

61
757.6/184.1>SM:18/20:1
−0.117641
−0.16962
−0.059824
−0.030624
0.041644
0.022326
−0.022087
−0.170098
−0.039092
0.163666
0.040942

62
759.6/184.1>SM:18/20:0
0.124897
−0.061331
0.010236
−0.157089
0.219889
0.087661
0.02051
0.070827
0.192414
0.072206
0.041926

63
759.8/184.4>SM:d18:1/20:0
0.118216
−0.047893
−0.005912
−0.17547
0.212083
0.094627
0.061741
0.065769
0.182854
0.093674
0.03995

64
761.8/184.4>SM:d18:0/20:0
0.021081
−0.131135
0.196769
0.007055
−0.182376
0.17157
0.047821
0.02208
0.017652
0.097475
0.068935

65
773.6/184.1>SM:18/21:0
−0.014448
−0.048459
−0.246804
0.089268
0.081395
−0.018361
0.223284
−0.081174
0.161013
−0.140947
−0.090414

66
787.6/184.1>SM:18/22:0
0.052529
−0.053699
−0.2447
−0.162527
0.021716
−0.071111
0.13016
0.077782
−0.089869
−0.052939
0.112422

67
787.9/184.4>SM:d18:1/22:0
0.004026
−0.025215
−0.269455
−0.13925
0.006788
−0.122713
0.132454
0.089559
−0.139725
−0.011954
0.125227

68
789.9/184.4>SM:d18:0/22:0
−0.039355
−0.198995
−0.051735
−0.077678
−0.172573
−0.049793
0.026017
0.024945
−0.164419
0.02623
0.133348

69
813.6/184.1>SM:18/24:1
−0.177907
0.082439
0.028597
0.110397
0.016702
−0.060322
−0.005585
0.057098
−0.111421
0.006995
0.0256

70
813.9/184.4>SM:d18:1/24:1
−0.175834
0.082881
0.024977
0.108615
0.020803
−0.046938
0.011989
0.072709
−0.108588
0.022504
0.024313

71
815.6/184.1>SM:18/24:0
−0.137852
0.086642
−0.109185
0.077986
0.019379
−0.160603
0.043108
0.200582
−0.084091
−0.024127
0.063998

72
815.9/184.4>SM:d18:0/24:1
−0.135148
0.100213
−0.115323
0.027508
0.059423
−0.168358
0.001333
0.188827
−0.04168
−0.069347
0.012353

73
817.9/184.4>SM:d18:0/24:0
−0.072215
−0.141226
−0.097039
0.001602
0.092634
−0.210193
−0.180503
0.118511
−0.068445
−0.121668
0.192711

74
841.9/184.4>SM:d18:1/26:1
−0.11995
−0.177811
0.045612
0.015226
0.048058
−0.163273
−0.091346
−0.017292
0.003289
0.071912
−0.050026

75
843.9/184.4>SM:d18:0/26:1
0.109162
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0.068406
0.06598
0.14086
−0.086265
−0.284224
−0.106825
−0.010453
−0.327268
0.112458

76
843.9/184.4>SM:d18:1/26:0
0.108215
−0.099384
0.066338
0.067251
0.138374
−0.089251
−0.283874
−0.105755
−0.017357
−0.324097
0.126997

77
845.9/184.4>SM:d18:0/26:0
0.113277
−0.095496
0.088438
0.103261
0.088014
−0.042373
−0.262985
−0.115074
−0.038981
−0.326076
0.120408

M
N
O
P
Q
R
S
T
U
V
W
X
Y
Z

1
0.192651
−0.026922
0.132186
−0.009052
0.194108
−0.156947
0.240041
−0.097007
0.073704
−0.022749
0.049972
−0.107673
0.109679
−0.215322

2
0.049926
0.08794
0.096685
0.104465
−0.083037
0.186499
0.217644
−0.240594
0.229551
0.01399
0.075826
−0.066948
−0.185305
0.131194

3
−0.063905
−0.142398
0.038138
0.100669
0.128091
−0.020883
−0.042525
−0.085697
−0.194833
−0.138825
0.040948
0.070403
−0.056694
−0.019504

4
0.026327
−0.125785
−0.023457
0.148391
0.054863
−0.033966
−0.085704
−0.025521
0.036646
−0.037348
−0.036789
0.131123
0.017906
−0.069155

5
−0.219674
0.06325
−0.075577
−0.009665
−0.152689
0.161044
0.11093
−0.071016
0.142134
−0.080367
0.054874
0.068592
0.105519
−0.064475

6
−0.059425
−0.11106
0.158307
0.082805
−0.149108
−0.07047
−0.092184
0.146147
−0.157097
0.153829
0.075888
−0.213111
0.214187
0.077905

7
−0.055741
−0.189753
0.064887
−0.108367
0.0641
−0.105135
−0.097784
0.135294
−0.124541
0.030069
−0.036287
−0.076599
0.031516
0.214304

8
−0.042489
−0.178987
0.027505
−0.024094
0.094151
−0.129969
−0.004214
0.104208
−0.148643
0.218488
−0.0403
0.00637
0.001136
0.010549

9
0.050609
0.303066
0.001432
−0.035187
0.018171
0.011685
−0.242157
−0.090874
−0.041933
0.092776
−0.118123
−0.098437
−0.00507
0.071154

10
0.044671
0.310788
−0.030368
−0.006794
0.021769
0.004776
−0.288927
−0.081291
0.036817
0.121497
−0.037778
−0.088162
0.040816
0.077351

11
−0.017129
0.063594
−0.123675
0.051059
0.000761
−0.065808
0.127129
0.118318
−0.071203
0.009405
−0.040267
0.145855
−0.04833
0.010382

12
−0.054311
0.248116
0.134392
0.071084
0.119114
−0.093296
0.232345
0.047646
−0.042915
0.100898
0.037178
0.113728
−0.027216
0.054156

13
−0.003729
−0.015758
−0.149677
−0.02969
−0.134771
−0.026235
−0.166298
−0.212331
−0.064565
−0.150466
0.488435
0.119708
0.235576
−0.215191

14
0.091951
0.215292
−0.029704
0.129959
0.104073
0.083005
0.043417
0.04074
−0.001538
0.122203
0.181332
−0.176421
−0.031146
0.185436

15
0.022701
−0.011727
0.149517
−0.061501
0.172095
0.024038
0.034705
0.132325
−0.021071
−0.12019
0.095666
−0.098604
−0.056392
−0.049836

16
−0.175389
−0.009537
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0.001388
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−0.156082
0.366881
−0.071484
0.070781
−0.09013
−0.013327
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0.068678
0.343029

17
0.24733
0.114793
0.004623
−0.276936
−0.308704
0.220921
0.159489
0.059113
−0.260384
0.056513
−0.050714
0.276032
0.201678
−0.031059

18
0.141499
0.11746
−0.107699
0.101271
0.082727
0.196968
0.07248
0.038062
−0.066226
0.204807
0.068251
0.058906
−0.176333
0.133352

19
−0.066011
−0.048073
−0.131996
0.004588
0.044209
−0.166618
−0.045141
−0.124509
−0.14015
0.016061
0.229262
−0.117802
−0.08544
−0.055664

20
−0.166062
−0.1634
−0.000545
0.029932
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−0.120442
−0.083579
−0.231333
−0.055692
−0.070735
0.094063
−0.001623
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0.145649

21
0.026476
0.041237
0.238247
−0.259437
−0.045461
−0.140641
0.064726
0.06581
−0.020541
0.102495
−0.001577
−0.011884
−0.1511
−0.131127

22
0.035298
0.081105
0.031042
−0.049098
0.077336
−0.061659
0.026967
0.118998
0.288292
−0.096763
0.168225
0.111503
0.128778
−0.089467

23
0.152515
−0.084668
−0.119064
0.024548
−0.015288
0.010503
−0.130465
0.088193
0.241298
−0.014641
−0.047226
0.01527
0.025159
0.016588

24
0.145472
−0.086305
−0.107445
0.079385
−0.051157
0.035945
−0.069597
−0.039653
0.038799
0.091083
−0.091544
−0.03104
0.013475
0.178057

25
0.06093
0.232523
0.049805
0.05332
−0.205272
0.013269
−0.090118
−0.025952
0.093688
−0.072197
−0.049426
−0.156147
−0.036088
−0.053356

26
0.172621
0.158457
0.034381
−0.002452
0.089752
0.053873
−0.00095
−0.015348
−0.008937
−0.048921
−0.043198
0.07679
−0.087921
0.00439

27
−0.15155
−0.134555
0.091703
−0.108892
0.022828
0.017507
0.127608
−0.014817
−0.017506
0.279951
0.011986
0.025019
−0.096004
0.100485

28
−0.049263
−0.27166
−0.007439
0.138993
0.003938
0.111739
−0.019664
0.11241
0.155525
0.018277
−0.049018
0.110278
0.064788
−0.021359

29
0.047668
0.029955
0.128309
0.078314
−0.259993
−0.01002
−0.0066
0.030611
−0.03197
0.144662
0.051541
0.012482
0.078377
−0.013868

30
0.108672
0.035591
0.103144
−0.067493
0.164334
−0.063356
−0.061983
−0.07488
−0.090316
−0.204603
−0.023898
0.165648
−0.172674
0.20615

31
−0.249386
0.126587
−0.122847
−0.101163
0.14587
−0.038842
−0.024743
0.119068
0.066536
−0.006714
0.118752
−0.040763
0.122946
0.0475

32
−0.160228
0.019973
−0.097147
0.04063
0.004039
−0.093093
−0.054204
0.178813
0.035601
0.108276
0.017471
−0.041789
−0.031191
0.102599

33
−0.060069
0.004492
−0.000751
0.014881
−0.131143
−0.005975
0.045587
0.125696
−0.002678
0.073425
−0.025992
0.085435
0.095863
0.09082

34
−0.020003
0.146957
0.004378
−0.254523
−0.132036
−0.003043
0.021621
0.025649
0.15855
−0.248669
−0.129284
0.031315
−0.132038
0.126817

35
−0.05448
0.15954
0.076639
0.009468
−0.011932
−0.07424
−0.042311
−0.039977
0.032304
0.067566
−0.095539
−0.175819
−0.00619
−0.205657

36
−0.017517
0.075696
0.161801
0.123338
−0.086216
0.093311
−0.15063
−0.039911
0.012517
−0.029131
−0.09507
−0.001274
−0.055026
−0.132629

37
0.027996
−0.004115
0.17628
0.086968
0.229247
0.118742
0.050003
0.106562
−0.078571
−0.172047
−0.069453
0.198914
0.069064
0.224723

38
0.139491
−0.124864
−0.071122
−0.105399
0.037257
0.00428
0.151994
0.161068
0.103899
−0.058541
−0.125844
−0.154043
0.25515
−0.023336

39
0.004907
−0.028807
−0.00628
−0.043964
−0.053284
−0.12901
−0.002929
0.045983
−0.044559
0.157826
−0.035676
0.094484
−0.148926
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40
−0.073474
0.01956
0.046447
−0.009484
−0.21417
−0.047609
0.046818
0.027826
−0.000862
0.066979
0.096364
−0.013173
0.057304
−0.12494

41
0.141781
−0.032428
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−0.226888
0.140466
0.018991
0.074725
−0.10093
−0.140582
−0.269021
0.147749
−0.015071
−0.008781
0.175098

42
0.024028
−0.094544
−0.01286
−0.184068
0.171434
0.065061
−0.042984
−0.114215
0.045357
0.199171
0.01331
−0.1005
0.046136
0.077587

43
0.110545
−0.059182
0.0768
0.067567
−0.03132
−0.132009
−0.027671
0.101415
0.092331
0.022984
0.135699
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0.084824

44
−0.101147
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0.069039
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0.008162
0.079407
−0.002493
−0.003776
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−0.128544
0.03676

45
−0.109184
0.085775
0.143221
0.174784
0.288715
0.027366
−0.004564
−0.015941
−0.028405
0.015659
0.09621
0.027855
0.251134
0.021496

46
−0.048776
0.087257
0.079516
0.206367
0.139692
0.068975
0.041928
0.12186
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0.014407
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0.098757
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47
−0.052934
0.037153
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0.067185
0.0169
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0.076891
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0.050059
−0.023258

48
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55
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59
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60
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64
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65
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66
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67
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70
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71
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72
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75
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76
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77
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AA
AB
AC
AD
AE
AF
AG
AH
AI
AJ
AK
AL
AM
AN

1
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3
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5
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10
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11
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13
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14
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16
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17
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18
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19
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20
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21
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22
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23
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24
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25
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26
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27
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28
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29
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30
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31
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32
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33
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34
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35
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36
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37
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38
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39
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40
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41
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42
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43
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44
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45
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48
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51
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52
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53
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54
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55
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56
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57
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58
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59
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60
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61
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62
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63
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64
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65
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66
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67
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68
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69
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70
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71
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72
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73
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74
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75
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76
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77
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AO
AP
AQ
AR
AS
AT
AU
AV
AW
AX
AY
AZ
BA
BB

1
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2
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3
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4
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5
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6
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7
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8
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9
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10
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11
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12
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13
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14
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15
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16
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17
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18
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19
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20
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21
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22
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23
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24
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25
0.135335
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26
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27
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28
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29
0.068942
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30
0.134697
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31
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32
0.223144
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33
0.192532
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34
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35
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36
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37
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38
0.267141
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39
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40
0.12686
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41
0.001006
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42
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43
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44
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45
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46
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47
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48
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49
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50
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51
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52
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53
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54
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55
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56
−0.00732
−0.029755
0.010026
−0.029257
−0.044435
0.144656
0.018383
0.047593
0.011508
−0.007528
−0.076895
0.039208
0.044644
0.027979

57
0.107046
0.044511
0.210391
0.071847
0.051914
−0.169505
−0.000124
0.281698
0.147278
0.10915
−0.021789
0.063863
0.01844
−0.295533

58
0.051626
0.037354
−0.065976
−0.107898
0.000743
0.061435
0.103062
−0.053845
0.026412
−0.148648
−0.060823
−0.063651
0.160762
−0.018425

59
0.002422
0.001702
−0.184786
−0.088163
−0.04011
−0.02686
0.124729
−0.086386
0.004388
−0.182
0.019773
−0.092548
0.037658
−0.001424

60
−0.148172
−0.129522
0.073245
−0.045461
−0.020149
−0.264935
0.066
0.060203
0.04408
0.202279
−0.099169
0.017498
−0.02412
−0.079332

61
−0.020625
−0.011563
0.060988
−0.175839
0.060544
0.085011
0.08195
−0.003104
−0.185657
−0.074239
−0.126323
−0.118002
0.080134
−0.00823

62
0.174172
0.029684
−0.07616
0.005422
0.092585
0.120288
−0.005282
−0.138841
0.021172
0.092042
−0.166917
−0.252478
−0.036148
−0.142693

63
0.055597
−0.121772
0.116238
−0.124717
0.00369
−0.028051
0.117963
0.144772
−0.04948
−0.221547
−0.199036
0.215228
−0.129059
0.132645

64
−0.053969
−0.058781
−0.131058
0.055939
0.00481
−0.041919
−0.035854
−0.045065
−0.011271
−0.037816
0.005463
0.176615
0.129858
0.026152

65
0.050414
−0.000684
0.09944
−0.161354
0.04613
0.145313
−0.021844
0.016404
0.098795
0.03335
0.184069
0.111468
0.090535
0.163134

66
−0.143024
0.153095
0.03608
0.026388
−0.085566
−0.068893
−0.00811
−0.087367
−0.067399
0.055073
−0.098024
0.003144
0.016863
0.315819

67
0.017122
0.101134
0.006393
−0.03664
0.004522
−0.011746
−0.015609
−0.006767
0.18887
0.059785
0.170341
−0.058919
0.000693
−0.298199

68
−0.139734
0.062074
0.068701
−0.022797
−0.114862
0.105296
0.006963
0.026175
−0.085165
0.015395
0.214608
−0.018965
−0.057626
−0.029014

69
−0.108334
−0.013848
0.308549
0.136352
0.010558
0.029678
−0.016819
0.061369
0.040037
−0.07286
−0.043983
0.046552
−0.046521
0.105125

70
−0.128637
−0.04323
−0.030389
−0.096938
−0.058042
0.138083
0.092791
−0.088303
−0.035644
0.133286
0.135136
−0.246541
−0.046437
−0.143189

71
0.07014
0.048553
−0.157133
0.142768
0.025712
−0.039022
−0.073635
0.140567
0.082369
−0.186522
−0.102642
0.076024
−0.097439
0.074317

72
−0.110067
−0.1466
0.036343
−0.132649
0.097385
0.018984
0.11564
0.063601
−0.245398
−0.011655
0.130224
−0.004291
−0.134022
0.027946

73
−0.155388
−0.044276
−0.113924
0.075184
−0.062124
0.068993
−0.105572
−0.023571
0.135092
0.057124
−0.190852
−0.127937
0.191698
0.018758

74
0.056564
0.377351
−0.061688
−0.039502
−0.014433
−0.167217
−0.178576
−0.223728
−0.051528
0.030726
−0.058599
−0.030885
−0.095678
0.079951

75
0.057141
−0.052041
0.048492
−0.10078
0.045047
−0.050725
0.074789
0.026058
−0.017488
0.003345
−0.027406
0.082184
−0.021731
0.052129

76
0.074015
0.00146
0.065257
−0.027963
0.074783
−0.008081
0.071357
0.044371
0.064226
−0.005023
−0.011129
0.128053
−0.042346
−0.066136

77
−0.040235
−0.027878
−0.068759
0.012641
−0.075742
0.083697
−0.099167
−0.063134
−0.131953
−0.103176
0.123148
−0.088542
−0.042236
0.035549

BC
BD
BE
BF
BG
BH
BI
BJ
BK
BL
BM
BN
BO
BP

1
0.001483
−0.05932
0.049437
−0.07031
0.019196
−0.117165
0.015532
−0.044515
0.02835
−0.01511
−0.089719
0.099969
−0.062342
0.175449

2
−0.032471
−0.024155
0.103326
0.027379
−0.037085
−0.048762
0.014334
0.057379
0.043828
0.029878
−0.007623
−0.018833
0.015131
−0.085693

3
−0.018427
0.004492
0.025905
−0.161075
0.044152
−0.047524
0.024296
−0.07176
0.012424
−0.004083
−0.05419
0.060387
−0.118991
0.028329

4
−0.02473
0.138716
0.009079
0.259489
0.12399
0.141664
0.001235
−0.062713
−0.059737
0.017441
0.063179
−0.184683
0.216653
−0.161398

5
−0.005369
−0.003719
−0.205402
−0.01416
−0.059648
0.089281
−0.013848
0.013631
−0.046874
−0.005845
0.112585
0.014035
−0.101882
0.141849

6
−0.160264
−0.11636
−0.023043
−0.106483
−0.068135
−0.08922
−0.079387
0.107508
0.131016
−0.047541
0.142042
−0.110841
−0.035228
0.08408

7
0.016707
0.101996
0.012373
0.162127
−0.22142
0.020191
0.102994
−0.177138
−0.045868
0.235402
−0.052205
−0.035777
−0.066867
−0.089195

8
0.08739
−0.151024
−0.068883
−0.036109
0.122032
0.03367
−0.097229
0.126194
−0.111688
−0.263248
−0.124197
0.170184
0.140673
−0.043709

9
0.059231
−0.149812
0.082375
−0.226557
−0.018162
−0.143153
0.129181
−0.073617
−0.368166
0.053857
0.160994
0.091791
0.106849
0.085297

10
−0.09356
0.095983
−0.024879
0.105787
0.010032
0.147041
−0.071085
−0.001614
0.3297
−0.071813
−0.14544
−0.118563
−0.110164
−0.094214

11
−0.230123
−0.173997
−0.372159
−0.075447
−0.065252
−0.048528
0.210423
−0.23993
0.099026
−0.113849
−0.010815
−0.059432
0.149602
−0.030608

12
−0.010704
0.004405
−0.058684
0.24292
−0.108782
0.042402
−0.089407
0.126488
−0.011309
0.044182
−0.165838
−0.0418
0.049445
0.037347

13
0.118208
0.000371
0.047759
0.052178
0.018302
−0.004985
0.012038
−0.071561
0.033253
−0.027933
−0.009554
−0.031561
0.023517
−0.027791

14
0.169666
0.103818
−0.22982
−0.09517
0.052525
0.024171
−0.01283
−0.116057
−0.008663
−0.054176
−0.023764
0.099214
−0.009972
0.074731

15
−0.083776
0.070999
0.038983
0.211561
−0.006895
−0.006001
0.055566
0.233388
−0.008862
0.008104
0.246395
−0.075875
0.057041
−0.172755

16
0.052818
0.093116
0.019914
−0.058627
−0.066376
0.079155
0.027199
0.031031
0.047084
0.119006
0.01227
0.022477
−0.009521
−0.00556

17
−0.022331
−0.01208
−0.029927
−0.042134
0.010884
−0.030418
0.022982
0.012829
0.123624
0.022515
−0.00825
0.025419
−0.059502
0.032161

18
0.00871
0.011682
0.185306
0.039341
0.083497
−0.096867
0.045602
−0.000161
−0.062992
−0.008344
0.061129
−0.024638
−0.018231
−0.027696

19
−0.079696
0.148291
−0.104155
−0.040088
0.002599
−0.030457
−0.064263
0.068347
0.019771
0.050118
−0.001814
−0.040884
−0.020239
0.111059

20
−0.039905
−0.189998
0.142262
0.01224
0.008789
−0.060775
−0.006349
−0.157528
−0.075988
−0.080349
−0.059743
0.064216
−0.062336
−0.071559

21
0.207719
0.079436
−0.157378
0.121982
0.115244
0.063378
0.089274
0.18997
−0.173161
0.052428
−0.115229
−0.06163
−0.103762
0.016148

22
−0.044689
0.024911
0.057309
0.055784
0.075437
−0.210074
−0.16011
−0.159759
−0.072303
0.041478
0.136857
−0.07038
0.155451
0.097092

23
−0.187109
−0.021566
−0.045904
−0.097176
−0.13194
0.036113
0.282536
−0.014176
0.054193
−0.152904
−0.110978
0.016795
−0.205846
−0.066599

24
−0.027826
−0.134602
−0.120242
−0.059996
0.192609
0.039638
−0.324438
−0.14175
−0.061227
0.024338
0.272497
−0.029067
−0.091556
−0.129212

25
−0.049311
0.10774
−0.247549
0.035131
−0.038984
−0.171216
0.019245
−0.147872
−0.012093
0.13813
−0.03513
−0.063707
0.097208
−0.019352

26
−0.147038
0.090615
−0.095672
−0.145089
−0.192094
0.272738
0.026486
0.044744
−0.10116
0.024283
−0.058492
0.116102
−0.000097
−0.093441

27
−0.050427
−0.165472
−0.118065
0.144056
0.075311
−0.16787
0.021909
−0.054495
0.059877
−0.101628
0.073592
−0.130598
0.069543
0.092816

28
0.063577
0.273132
−0.093481
−0.111031
0.030154
0.087862
0.077701
0.169946
0.118727
−0.006672
0.086179
0.057991
−0.020758
0.013351

29
−0.042373
−0.064477
0.092155
0.125391
0.289047
0.165799
0.033359
−0.07973
−0.15974
0.101752
0.012521
0.249069
0.125587
−0.012072

30
0.109738
0.122853
0.010906
−0.137543
−0.022561
−0.058709
−0.014753
0.011529
0.089455
−0.157943
0.048973
−0.034113
−0.086129
0.034639

31
0.134671
−0.263994
−0.03749
−0.009886
−0.154715
0.017424
−0.117453
0.124806
0.137577
0.130983
−0.063036
0.156119
0.073594
−0.178357

32
0.066583
0.06957
0.066115
−0.164257
0.133417
0.131283
0.038551
−0.032017
0.272572
−0.120499
0.044388
0.144993
0.090987
0.165023

33
−0.125533
0.022854
−0.035244
−0.103119
−0.045812
−0.035355
−0.145671
0.206824
−0.163975
0.075185
−0.046322
−0.251495
0.089798
−0.194139

34
0.122481
−0.024482
0.079992
0.132524
−0.04547
0.075324
−0.084376
−0.00516
0.019139
−0.237858
0.084621
0.127567
0.144259
0.112061

35
0.207338
−0.231592
0.095562
0.117906
0.107778
0.083399
0.128214
−0.093481
0.0712
−0.122898
−0.011764
−0.206693
−0.065525
−0.152859

36
0.058661
0.059383
−0.138714
0.062788
0.031591
−0.064839
−0.21067
0.180344
0.068259
0.061217
0.241252
0.053946
−0.066904
0.13328

37
0.08571
−0.108905
0.160693
0.021422
−0.064285
0.002996
0.094692
−0.121013
−0.052654
−0.013211
−0.05599
−0.131011
0.030471
−0.123114

38
−0.076897
−0.074974
0.132653
0.067341
0.072954
−0.189397
−0.03156
0.008966
0.013398
0.108252
−0.064346
−0.093478
−0.107585
0.036694

39
0.101006
0.158436
0.044151
−0.105176
−0.147117
−0.043821
0.224999
−0.116532
0.140766
0.325611
0.25627
−0.230967
0.050851
0.001336

40
−0.039812
0.164587
0.079036
0.053421
−0.232038
−0.006486
−0.020713
−0.03717
−0.103913
−0.322647
−0.286742
−0.018747
−0.064083
−0.051794

41
−0.139004
−0.16082
−0.097624
0.144009
0.120374
0.016495
0.009926
0.073655
0.017755
0.105832
0.043681
−0.00494
0.027177
0.079802

42
0.089001
0.138323
0.132014
0.077389
−0.019429
0.171064
0.044436
−0.22202
−0.056302
−0.075798
0.045139
−0.250451
0.007333
0.362886

43
0.052844
0.061437
4.148781
0.033525
−0.105986
−0.259067
0.253843
0.06785
−0.208513
−0.114622
0.06641
0.147153
0.01561
0.092676

44
−0.320446
0.064292
0.124461
−0.139156
0.12691
−0.141681
−0.030791
0.069588
−0.080185
0.245549
−0.1597
0.148767
−0.283472
0.062966

45
−0.120062
−0.068129
−0.053174
0.039681
−0.155373
0.056581
−0.135365
−0.028148
−0.022887
0.009635
0.001777
0.07198
0.079532
0.04617

46
0.109435
−0.034924
0.015357
−0.143768
0.223201
0.015672
0.240021
0.146914
0.052271
−0.055643
−0.016215
−0.048405
0.069613
0.016861

47
0.074968
0.0915
−0.016878
0.003381
−0.132439
0.187515
−0.238263
−0.121111
−0.063364
−0.048635
0.061347
0.01296
−0.25558
0.084867

48
−0.137948
0.0845
−0.18337
0.146637
0.094385
−0.017726
0.062746
−0.040616
0.029959
−0.051853
0.02635
0.135157
0.17637
−0.072523

49
0.12105
0.048113
−0.013446
−0.247833
0.123238
−0.113748
−0.092428
0.083619
0.099118
−0.197613
0.015591
−0.213643
0.082373
−0.075506

50
−0.197512
−0.097656
−0.137624
0.224628
0.129793
0.158172
0.117854
0.05427
−0.048947
0.022645
0.096114
0.080901
−0.133193
0.103719

51
0.003055
0.179348
0.101992
−0.031498
−0.128694
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−0.261486
−0.183192
−0.010374
−0.056512
−0.058987
−0.027211
0.050985
−0.111936

52
−0.031025
0.13839
0.046403
0.029846
0.080605
−0.116834
−0.009049
−0.043855
−0.01853
−0.095429
−0.034539
−0.027336
0.020107
−0.101799

53
0.149953
0.080683
−0.007716
−0.061836
0.045935
−0.038374
−0.213815
0.127741
−0.094161
0.216352
−0.1484
0.006413
−0.019076
0.076918

54
0.120986
−0.052215
0.06288
−0.102117
0.14782
0.213731
0.013838
0.013223
−0.064965
0.019658
0.081235
−0.065422
−0.183189
0.031515

55
−0.13544
0.050234
0.277577
0.012771
−0.100665
−0.099355
0.052329
0.120525
0.129017
−0.211344
0.369796
0.221158
−0.013577
−0.037869

56
−0.022413
−0.019038
−0.077333
0.056102
0.011915
−0.014947
0.01383
0.063478
0.017
0.028599
−0.00431
0.016867
−0.036255
0.042362

57
0.007049
−0.188272
0.178425
0.02043
−0.236664
0.170121
0.062064
0.19458
−0.090664
0.052605
0.118667
−0.048513
0.032875
−0.007389

58
−0.055332
0.080185
−0.016873
0.083298
0.087787
−0.203867
−0.139204
0.038901
0.040096
−0.004838
−0.076273
−0.031446
0.036907
0.115437

59
−0.072423
0.000083
0.010978
0.055197
0.09397
−0.092196
0.019116
−0.071056
0.093646
−0.099555
−0.186828
−0.046592
−0.049098
−0.029437

60
0.007696
−0.147722
−0.090008
−0.234157
0.014493
0.108384
−0.018245
−0.244029
−0.058223
0.076377
−0.017748
−0.033708
−0.071081
0.057435

61
−0.284292
−0.080304
0.196802
−0.04929
−0.088963
0.047342
−0.167142
−0.105309
0.133052
−0.036204
0.057183
0.071547
0.058757
−0.055521

62
0.089383
−0.152553
−0.194259
0.094028
−0.275316
0.00169
−0.070347
0.04639
0.056478
−0.035419
0.131563
−0.075435
−0.109178
0.027123

63
−0.167622
0.136141
−0.018205
−0.017159
0.145802
0.155108
0.129384
0.094671
0.076273
−0.030179
−0.088837
−0.056392
0.056316
−0.009724

64
0.169423
−0.049808
0.076526
0.157189
−0.14369
−0.1714
0.0006
0.178071
−0.023375
−0.018937
−0.22355
0.064305
0.142374
0.262416

65
0.127256
−0.0672
−0.05657
−0.049292
−0.151981
0.200335
−0.067298
−0.03862
−0.100973
−0.007856
−0.010715
0.040298
0.113372
−0.0701

66
−0.137273
0.005605
0.157573
0.045431
0.077651
0.073669
0.052447
0.075176
−0.196898
−0.056579
−0.011943
−0.172397
−0.095861
0.038654

67
−0.057426
0.11398
−0.00887
0.082319
−0.027901
−0.057607
0.012912
−0.115541
0.017425
0.048705
0.041852
0.027061
0.1382
0.020259

68
0.140684
−0.137685
0.01114
0.151154
−0.064273
−0.130457
0.079126
−0.162935
0.07611
0.093954
−0.014856
0.090976
−0.156051
−0.018827

69
0.076137
0.045707
0.07159
0.055314
−0.121779
−0.00557
0.087428
0.038326
0.187601
0.147078
0.023154
0.287529
−0.033251
−0.115629

70
−0.071103
0.049057
−0.134081
−0.191443
−0.065487
−0.022429
−0.06843
0.085765
−0.259019
−0.115546
0.049331
−0.034849
0.113489
−0.257623

71
0.146263
−0.117332
−0.055073
−0.010432
0.13624
−0.001543
−0.136408
−0.051479
0.263216
0.138043
−0.124446
0.096731
0.063112
−0.165437

72
−0.101824
−0.222125
−0.028359
0.015238
−0.047584
0.020999
−0.104358
0.156889
0.04681
−0.100582
−0.001455
−0.255902
−0.185337
0.18301

73
−0.019434
0.157243
0.09752
0.03729
0.087553
0.155256
−0.075888
−0.086483
−0.052339
−0.002832
0.055117
0.071169
0.056803
−0.058579

74
0.051339
−0.107353
0.061625
−0.185848
0.020715
−0.078437
0.116169
0.184825
0.102812
0.152214
−0.080813
−0.151415
0.12682
−0.12263

75
0.01041
−0.025746
−0.042612
0.086906
0.074118
−0.013034
−0.010563
−0.014974
−0.092134
−0.004249
−0.061868
0.042527
−0.200621
−0.169561

76
0.125448
0.063124
−0.09505
0.06402
−0.033188
−0.14049
−0.000422
0.042452
0.008934
−0.128249
0.144398
0.013577
−0.155829
−0.130613

77
−0.140495
−0.083702
0.058909
−0.104885
−0.112196
0.169656
−0.046194
0.038189
0.07138
0.093486
−0.127898
−0.050442
0.376724
0.294908

BQ
BR
BS
BT
BU
BV
BW
BX
BY
BZ

1
−0.009525
−0.0083
0.022276
0.127853
0.112219
−0.078151
−0.167769
−0.049994
−0.090032
0.008946

2
0.013735
0.014117
−0.090287
−0.095177
−0.037977
−0.02397
−0.044725
0.013089
0.010565
0.15806

3
0.05736
0.052558
0.033172
0.027519
0.008083
−0.054379
−0.118044
−0.039211
−0.035033
0.174097

4
−0.111355
−0.105191
−0.114174
−0.085582
−0.02202
−0.001815
0.154358
0.054663
0.087282
0.099849

5
0.002506
0.000723
0.175538
0.105557
−0.003394
0.089694
0.12848
0.012966
0.021042
0.074925

6
0.036237
0.047851
0.0993
−0.007096
0.02353
0.008643
0.048628
0.033505
−0.060023
0.077891

7
−0.070658
0.081795
0.070667
0.180005
−0.041727
0.061021
−0.156141
−0.112267
−0.063303
0.059689

8
0.11765
−0.087119
−0.119632
−0.108485
−0.071161
0.089094
0.067699
0.043332
0.115019
0.016055

9
0.031704
0.070827
−0.202844
0.067465
−0.038584
0.085497
−0.11834
0.02303
−0.005427
0.001629

10
−0.083042
−0.106404
0.108586
−0.050157
0.016414
0.019957
0.164026
−0.01232
0.044822
0.001691

11
−0.179056
0.024772
−0.051381
−0.10919
−0.035518
0.100471
−0.124323
0.054691
0.033178
0.10338

12
0.125263
0.017961
0.105943
0.014374
−0.015619
−0.139214
−0.181426
−0.041986
−0.05323
0.010434

13
−0.004077
0.00748
−0.017965
−0.03109
0.018886
−0.044145
−0.015215
0.005507
−0.008989
0.004714

14
−0.108456
−0.012808
−0.040521
−0.024325
−0.032142
0.045121
0.10912
0.050332
0.054021
0.012031

15
0.109733
0.044049
0.024981
−0.027345
−0.079292
0.063962
0.128326
0.063601
0.035964
0.04877

16
−0.030379
0.028292
−0.004644
−0.078365
−0.062809
0.006539
0.018515
0.012653
0.034472
0.032163

17
0.101205
−0.019179
−0.004396
0.01115
−0.017504
0.018429
0.023498
−0.012162
−0.018232
0.003371

18
−0.10745
0.017917
0.121017
−0.006463
0.000452
−0.059315
0.053189
0.003037
0.048701
0.016283

19
0.060976
−0.04104
−0.00695
0.043214
−0.042706
−0.003338
−0.017553
0.014437
0.023361
0.014326

20
−0.050716
−0.005627
0.022422
0.016531
0.120746
0.12465
−0.007247
−0.071218
−0.059709
0.003351

21
−0.007743
−0.226644
−0.01194
0.222181
0.263505
0.199656
−0.082927
−0.056046
−0.108889
0.09151

22
−0.025927
0.063772
0.10441
0.099336
−0.165345
0.108045
0.009958
0.042213
0.063848
0.401635

23
0.034833
0.03997
−0.183174
−0.068298
0.28549
−0.099688
0.067616
−0.057688
−0.15569
0.323364

24
0.133819
−0.117966
−0.039026
0.332646
−0.110934
−0.113834
−0.032444
0.004804
0.02224
0.034305

25
0.221605
−0.129638
0.157347
0.008681
−0.012988
0.18454
0.053567
−0.022685
0.02559
0.037866

26
0.074317
−0.000535
−0.173124
−0.084614
−0.050333
0.102043
−0.089016
−0.002127
−0.026499
0.014299

27
−0.081732
0.05585
−0.037236
0.037062
0.0052
−0.070215
0.034713
0.040531
−0.03575
0.020611

28
0.095371
0.052516
−0.055125
−0.026299
−0.094152
0.102448
−0.037927
0.060176
0.025821
0.011977

29
−0.020421
−0.094506
−0.073881
−0.172259
0.182969
0.03748
−0.07598
−0.042136
0.044841
0.320322

30
−0.009013
0.170431
0.043601
0.148091
−0.112326
−0.00775
0.058618
0.02964
−0.054288
0.194799

31
0.137451
−0.097241
−0.032482
−0.171519
0.078661
0.037407
0.032196
−0.052394
−0.01012
0.263472

32
−0.149264
0.007373
0.243021
0.031883
−0.020379
0.157453
−0.24342
−0.005584
−0.026388
0.110474

33
−0.161897
0.104823
−0.159786
0.017804
0.014567
−0.018014
−0.098436
0.05327
0.076548
0.009443

34
−0.061358
0.100141
−0.033053
0.068728
0.012374
−0.110295
−0.050155
0.026109
−0.053045
0.015029

35
−0.227745
0.052471
0.037793
0.083831
−0.012784
−0.018795
0.101133
0.021618
−0.004406
0.03601

36
−0.048049
0.126358
−0.069525
−0.10401
0.096643
−0.249438
−0.136717
0.021153
−0.019367
0.028146

37
−0.03871
−0.152216
0.108521
−0.041883
−0.024611
0.062966
0.12399
0.000999
0.063265
0.009699

38
−0.061457
0.030748
−0.080735
0.02921
−0.005152
−0.012104
−0.042721
−0.025752
0.000175
0.012379

39
−0.056114
−0.012894
0.073902
−0.083929
0.108233
−0.032405
−0.108022
0.029646
−0.018396
0.120074

40
0.0439
0.075397
−0.127064
0.251096
−0.322918
−0.024194
0.044368
0.001232
0.004202
0.190411

41
−0.03914
−0.062255
0.005907
−0.079599
0.092651
−0.019648
−0.008685
−0.010929
0.045582
0.079854

42
0.384912
0.097071
−0.183472
−0.212543
0.019541
0.113079
0.069625
0.018852
−0.029668
0.095618

43
−0.035346
−0.138299
0.150143
−0.094349
0.02199
−0.415286
0.24395
0.064913
0.070426
0.036348

44
0.032233
−0.182057
0.087608
−0.041369
−0.070059
0.134368
0.218524
0.010295
0.123318
0.014028

45
0.053573
0.052003
−0.034752
−0.006517
0.093005
−0.135613
−0.103826
−0.060945
−0.073749
0.010556

46
0.01854
0.059954
−0.090679
0.125994
−0.09587
0.114471
−0.003482
0.034283
0.003318
0.00762

47
−0.260186
−0.035406
0.060973
−0.116051
0.133336
−0.004734
0.082505
0.064762
0.071065
0.013759

48
0.179663
−0.012351
0.054403
0.05063
−0.046341
−0.078499
−0.08934
−0.041936
−0.036884
0.011633

49
0.072889
−0.174318
−0.058992
−0.156392
0.150399
−0.118395
0.035461
0.08461
−0.009117
0.078616

50
−0.066791
0.248489
0.044453
0.064815
−0.144066
0.08419
0.070014
−0.043857
−0.002012
0.033667

51
0.027986
−0.192114
0.039422
−0.008388
0.173251
−0.033959
−0.102861
−0.005313
−0.055605
0.014656

52
0.038751
−0.054543
−0.023007
0.006464
0.004171
0.033154
−0.059509
0.001666
−0.023533
0.036537

53
−0.123568
0.385887
−0.156793
0.051325
0.176623
−0.006705
0.275317
0.057329
0.099286
0.264333

54
0.191827
−0.238148
0.178309
−0.046257
−0.281171
−0.28144
−0.090729
−0.09728
−0.04098
0.272338

55
0.020393
−0.084729
−0.005738
0.114753
0.215894
0.266426
0.183773
0.04607
−0.061152
0.048003

56
0.044975
−0.029903
0.015165
−0.016035
−0.028216
0.006118
0.038145
0.01001
0.040481
0.002595

57
0.093698
0.030933
0.116606
0.142155
0.100861
−0.027244
−0.093239
−0.044231
−0.129794
0.034606

58
−0.183907
−0.205609
−0.180716
−0.089551
−0.159884
0.071616
−0.002927
−0.199747
−0.531802
0.109979

59
0.232272
0.090729
0.11061
0.201347
0.298644
−0.062101
−0.208163
0.132992
0.459185
0.107605

60
−0.122817
0.008123
−0.003377
−0.109146
−0.064589
−0.017082
0.077256
−0.008086
0.066731
0.025623

61
0.053794
0.178568
0.029492
−0.239132
−0.168588
−0.100165
0.008883
−0.003629
0.083379
0.021085

62
0.104276
−0.166327
−0.087432
0.034636
−0.059485
0.209348
0.063685
0.141088
0.088558
0.175634

63
−0.079432
0.085459
0.035659
0.057114
0.081159
−0.232937
0.057427
−0.10546
−0.103812
0.147204

64
−0.09166
0.048849
0.284529
−0.254363
−0.130301
0.167661
−0.108986
0.044126
0.110282
0.114398

65
−0.003946
−0.021219
0.087734
−0.01124
0.038457
−0.048556
0.046808
−0.024985
−0.016869
0.014901

66
0.001037
−0.059358
0.084969
−0.094549
−0.047498
−0.026601
−0.089815
−0.068896
0.051113
0.099814

67
−0.008027
0.021973
−0.183598
0.07282
0.071812
−0.015558
−0.037711
0.121502
−0.008812
0.080254

68
0.193435
0.068655
−0.076538
0.052996
−0.035527
−0.127269
0.260784
−0.071952
−0.117152
0.021348

69
−0.265902
−0.244701
−0.20319
0.157763
−0.222505
−0.134272
−0.135734
0.174881
0.202882
0.188317

70
−0.106762
0.118996
0.388082
0.027531
0.038237
0.077249
0.06066
−0.109524
−0.118546
0.164756

71
0.130613
0.200081
0.084998
0.05447
0.021512
0.115104
0.103707
−0.110122
−0.164066
0.059413

72
−0.107161
−0.12433
−0.119296
0.034302
0.002376
0.127706
−0.181438
0.029125
0.069542
0.051226

73
−0.004867
0.001427
0.003167
0.022395
0.006844
0.109933
−0.023245
−0.00213
0.017387
0.005943

74
0.118202
0.059283
−0.052079
−0.003226
−0.176968
−0.024105
0.00071
0.010968
0.014563
0.010196

75
0.060021
0.103411
0.119229
−0.138718
−0.018969
0.000571
−0.1403
0.609342
−0.309661
0.017809

76
−0.018738
0.08418
−0.09186
−0.13889
−0.019768
0.047554
−0.112289
−0.590215
0.267155
0.017679

77
−0.032094
−0.190049
0.020411
0.292645
0.059659
−0.117654
0.248735
−0.031045
0.021424
0.014642

APPENDIX B9

PCA Transformation

Matrix (77 × 77; Early/Late)

A
B
C
D
E
F
G
H

1
494.4/184.1>GPCho:Lyso 16:1
−0.010683
−0.062621
0.027248
−0.026219
−0.335284
0.19554
0.025475

2
496.4/184.1>GPCho:Lyso 16:0
0.069254
−0.068194
0.020311
−0.137287
−0.212396
−0.037232
0.081205

3
520.4/184.1>GPCho:Lyso 18:2
0.068864
0.040834
0.196951
0.178798
−0.101984
0.142708
0.095704

4
522.4/184.1>GPCho:Lyso 18:1
0.088072
−0.00825
0.043798
0.009224
−0.296581
0.225544
−0.013445

5
524.4/184.1>GPCho:Lyso 18:0
0.050109
−0.082548
0.130096
−0.005983
−0.280482
−0.09001
−0.036971

6
544.4/184.1>GPCho:Lyso 20:4
0.013953
0.187946
0.063318
−0.051514
−0.144667
−0.051741
0.074773

7
568.4/184.1>GPCho:Lyso 22:6
0.010899
0.170255
0.119905
−0.077648
−0.117704
0.020852
0.125072

8
570.4/184.1>GPCho:Lyso 22:5
−0.024189
0.164479
0.131283
−0.047226
−0.174672
0.047435
0.086045

9
678.5/184.1>GPCho:28:0
0.076097
−0.165159
0.049633
−0.070143
−0.140589
−0.037294
0.034

10
678.5/184.1>GPCho:28:0a
0.081693
−0.151866
0.064318
−0.075024
−0.156379
−0.032279
0.041031

11
704.6/184.1>GPCho:30:1a
0.193398
0.073618
0.004978
−0.046974
0.07565
0.040122
−0.078774

12
706.6/184.1>GPCho:30:0a
0.161585
0.05853
0.005547
−0.094095
−0.04542
0.036823
−0.173403

13
718.6/184.1>GPCho:32:0p, 32:1e
0.135957
−0.06569
0.152926
−0.111818
0.039484
0.082917
0.142184

14
730.8/184.1>GPCho:32:2
0.150594
0.034485
−0.013378
−0.011068
−0.008404
0.024928
0.407199

15
732.6/184.1>GPCho:32:1a
0.073625
−0.040878
−0.197402
−0.051424
−0.204303
0.101188
0.123603

16
734.6/184.1>GPCho:32:0a
0.03987
−0.046254
−0.209133
−0.185613
0.055487
0.129972
−0.151517

17
742.6/184.1>GPCho:34:2p, 34:3e
0.058367
−0.15652
0.150393
−0.072266
0.010433
0.079936
0.075349

18
744.6/184.1>GPCho:34:1p, 34:2e
−0.059501
−0.029706
0.243472
0.06943
0.057321
0.197658
−0.026028

19
746.6/184.1>GPCho:34:0p, 34:1e
0.019457
−0.115878
0.081861
−0.149376
0.078956
0.280225
−0.172601

20
748.6/184.1>GPCho:34:0e
0.070091
−0.145173
0.071781
−0.142427
0.086864
0.159702
−0.142589

21
756.6/184.1>GPCho:34:3a
0.019203
−0.216671
−0.009206
0.0168
0.010688
0.035228
−0.008751

22
758.7/184.1>GPCho:34:2a
−0.130503
−0.093417
−0.039428
0.123202
0.215203
0.057036
0.029898

23
760.6/184.1>GPCho:34:1a
−0.092885
−0.102309
−0.206564
−0.06713
−0.06941
0.171964
−0.039599

24
762.6/184.1>GPCho:34:0a
−0.076499
−0.084442
−0.203645
−0.091377
−0.118414
0.191942
−0.043234

25
768.6/184.1>GPCho:36:3p, 36:4e
−0.103814
0.129608
0.135707
−0.149685
0.024041
0.025594
−0.059261

26
770.6/184.1>GPCho:36:2p, 36:3e
−0.090417
−0.008183
0.249015
−0.030991
0.036311
0.127553
−0.093214

27
772.6/184.1>GPCho:36:1p, 36:2e
−0.015283
−0.186242
0.139416
−0.018712
0.097921
0.107317
0.012548

28
774.6/184.1>GPCho:36:0p, 36:1e
−0.003105
−0.166344
0.156411
−0.120071
−0.025109
0.047658
0.121477

29
782.6/184.1>GPCho:36:4a
−0.139261
0.130293
−0.075834
−0.07355
0.027422
−0.081789
0.046593

30
784.6/184.1>GPCho:36:3a
−0.184625
0.012288
0.030689
0.069828
−0.101481
−0.060512
0.047553

31
786.6/184.1>GPCho:36:2a
−0.14279
−0.093214
0.103044
0.168902
−0.001439
−0.009359
−0.033657

32
788.6/184.1>GPCho:36:1a
−0.030288
−0.200938
0.001685
0.071822
−0.13992
−0.045029
−0.078364

33
790.8/184.1>GPCho:36:0
−0.005709
−0.204905
0.007121
−0.008344
−0.163734
−0.033029
−0.077559

34
792.6/184.1>GPCho:38:5p, 38:6e
−0.067505
0.080164
0.182611
−0.214073
−0.028097
0.054567
0.042334

35
794.6/184.1>GPCho:38:4p, 38:5e
−0.096712
0.142271
0.123049
−0.155769
0.067413
0.051087
−0.056042

36
796.6/184.1>GPCho:38:3p, 38:4e
−0.099757
0.109103
0.127804
−0.196274
0.078237
0.01035
−0.093561

37
798.6/184.1>GPCho:38:2p, 38:3e
−0.07341
−0.119951
0.081436
−0.254204
0.075651
−0.053248
−0.013279

38
800.6/184.1>GPCho:38:1p, 38:2e
0.087317
−0.134019
0.188052
−0.098348
0.057735
0.026785
0.130747

39
808.6/184.1>GPCho:38:5a
−0.154189
0.131286
0.057141
−0.075564
−0.077768
−0.040391
0.068377

40
810.6/184.1>GPCho:38:4a
−0.1581
0.114595
−0.007262
−0.058953
−0.047117
−0.131176
−0.015771

41
812.6/184.1>GPCho:38:3a
−0.096723
0.038049
0.018902
−0.023586
−0.186887
−0.246734
0.003879

42
814.6/184.1>GPCho:38:2a
0.195472
0.019704
−0.019287
−0.08312
0.015901
−0.084748
−0.1482

43
816.6/184.1>GPCho:38:1a
0.133234
−0.117755
0.099804
0.021032
−0.007373
−0.200839
−0.143211

44
820.6/184.1>GPCho:40:5p, 40:6e
−0.093315
0.116033
0.161906
−0.18699
0.015765
0.038187
0.079876

45
822.6/184.1>GPCho:40:4p, 40:5e
−0.084916
−0.013598
0.062147
−0.300057
0.126044
−0.052689
0.049406

46
824.6/184.1>GPCho:40:3p, 40:4e
−0.080705
−0.091459
0.027734
−0.283436
0.116446
−0.080604
−0.060893

47
826.6/184.1>GPCho:40:2p, 40:3e
0.034385
−0.212008
−0.032769
−0.109713
0.067979
−0.045811
0.02792

48
828.6/184.1>GPCho:40:1p, 40:2e
0.075771
−0.203734
0.005579
−0.104127
0.054004
−0.033018
0.039052

49
834.6/184.1>GPCho:40:6a
−0.123826
0.133728
0.076228
−0.107221
−0.087112
−0.029187
0.093786

50
836.6/184.1>GPCho:40:5a
−0.147413
0.031042
0.02156
−0.134205
−0.090746
−0.167277
0.056509

51
838.6/184.1>GPCho:40:4a
−0.130804
−0.092637
−0.041765
−0.112063
−0.093568
−0.21821
−0.021772

52
701.5/184.1>SM:18/16:1
0.174863
0.054533
0.041256
−0.006086
0.04713
0.065263
0.181832

53
703.5/184.1>SM:18/16:0
0.197672
0.073169
0.007975
−0.035504
0.068736
0.021334
−0.051376

54
703.8/184.4>SM:d18:1/16:0
0.190912
0.079085
0.009778
−0.046261
0.090404
0.016235
−0.094065

55
705.8/184.4>SM:d18:0/16:0
0.185708
0.091908
−0.00808
−0.048309
0.065687
−0.019604
−0.11922

56
727.6/184.1>SM:18/18:2
0.138094
−0.052216
0.067345
0.064218
0.125262
−0.031739
0.269082

57
729.6/184.1>SM:18/18:1
0.166297
0.044619
−0.040686
−0.027865
0.052039
0.00332
0.346542

58
731.6/184.1>SM:18/18:0
0.177202
0.050606
−0.115017
−0.034289
0.037592
−0.079784
0.146137

59
731.8/184.4>SM:d18:1/18:0
0.177617
0.052992
−0.115591
−0.041088
0.044994
−0.077715
0.124917

60
733.8/184.4>SM:d18:0/18:0
0.108678
−0.005076
−0.203139
−0.049095
−0.121503
−0.056448
0.082278

61
757.6/184.1>SM:18/20:1
0.072954
−0.191597
0.025487
0.026063
0.027517
0.057079
0.098408

62
759.6/184.1>SM:18/20:0
−0.138628
−0.047605
−0.023747
0.162555
0.221363
0.078181
0.078125

63
759.8/184.4>SM:d18:1/20:0
−0.133676
−0.041488
−0.02293
0.163623
0.222516
0.083383
0.080458

64
761.8/184.4>SM:d18:0/20:0
−0.087383
−0.076648
−0.202983
−0.079866
−0.103958
0.195487
−0.017219

65
773.6/184.1>SM:18/21:0
0.062995
−0.075392
0.248463
0.028988
0.010502
0.046947
0.138379

66
787.6/184.1>SM:18/22:0
−0.047036
−0.07085
0.189389
0.237948
−0.047586
−0.099195
−0.014702

67
787.9/184.4>SM:d18:1/22:0
−0.002832
−0.052333
0.210723
0.234121
−0.04487
−0.143759
−0.070552

68
789.9/184.4>SM:d18:0/22:0
−0.024043
−0.184906
−0.003083
0.044162
−0.182462
−0.05006
−0.072662

69
813.6/184.1>SM:18/24:1
0.194602
0.070344
−0.008136
−0.062272
0.018756
−0.077431
−0.099914

70
813.9/184.4>SM:d18:1/24:1
0.19116
0.069747
−0.005777
−0.070742
0.034726
−0.06122
−0.124911

71
815.6/184.1>SM:18/24:0
0.159363
0.061639
0.126831
0.014389
−0.011496
−0.150537
−0.166856

72
815.9/184.4>SM:d18:0/24:1
0.155088
0.052273
0.125887
0.035572
0.003477
−0.175547
−0.149638

73
817.9/184.4>SM:d18:0/24:0
0.051608
−0.167417
0.083564
0.021214
0.033368
−0.236814
−0.059018

74
841.9/184.4>SM:d18:1/26:1
0.069608
−0.191903
−0.051959
−0.047083
0.040654
−0.174985
−0.001794

75
843.9/184.4>SM:d18:0/26:1
−0.099793
−0.121445
−0.046608
−0.085257
0.082891
−0.182677
0.130758

76
843.9/184.4>SM:d18:1/26:0
−0.100002
−0.120435
−0.045562
−0.085924
0.081284
−0.184259
0.132051

77
845.9/184.4>SM:d18:0/26:0
−0.110449
−0.108505
−0.061291
−0.120914
0.046226
−0.123136
0.13281

I
J
K
L
M
N
O
P
Q
R

1
−0.17576
−0.088068
−0.01078
−0.105942
0.015303
−0.018944
−0.131115
−0.024904
0.200233
0.151066

2
−0.272092
0.073641
−0.361804
0.057305
0.123679
0.218042
−0.0173
0.09317
−0.200065
−0.029733

3
−0.193758
0.143015
−0.029671
0.069318
0.09964
0.020918
−0.049638
0.094867
0.039896
−0.039632

4
−0.1965
0.0443
−0.043598
0.145636
0.030338
0.046773
−0.14231
−0.000966
−0.060523
0.039228

5
−0.08763
0.071248
0.049475
0.120998
0.239979
0.184009
0.181092
0.065072
−0.294644
0.024779

6
−0.095893
−0.008414
0.028909
0.060456
0.109542
−0.26485
−0.064384
0.263909
0.048481
−0.219226

7
−0.014925
0.267879
−0.024147
0.013017
−0.105456
−0.219919
−0.005277
0.01803
0.167316
−0.108755

8
−0.019339
0.192187
−0.003123
0.032478
0.000675
−0.167004
−0.110314
0.09505
0.166455
−0.108756

9
0.039954
−0.077872
−0.121467
−0.343995
−0.045764
0.152489
0.074984
0.116459
0.072797
0.033279

10
0.062086
−0.061181
−0.120618
−0.332756
−0.025676
0.183852
0.050833
0.099438
0.038744
0.043468

11
−0.013125
−0.022358
0.016942
−0.002348
0.114395
0.072246
−0.045094
−0.078133
0.054438
−0.034327

12
−0.028447
−0.014088
0.13105
−0.373853
0.067988
0.212805
−0.088383
0.106668
0.243306
0.027498

13
0.151788
0.099166
0.003314
−0.109964
−0.045966
−0.042824
0.015693
−0.162404
−0.136537
0.120004

14
0.060454
−0.216702
0.096219
0.116223
−0.062829
0.062256
−0.106818
−0.10947
0.106976
−0.006014

15
0.020162
−0.057835
0.239394
−0.119002
−0.192807
−0.067396
0.039554
−0.088035
0.235275
−0.006613

16
0.11576
0.101409
0.099928
−0.087474
0.251411
−0.01449
−0.023652
0.058471
−0.134714
0.047557

17
0.044491
−0.183329
−0.117049
−0.087962
−0.104558
−0.058088
0.299174
−0.057585
−0.035404
−0.099534

18
−0.040972
−0.18584
0.042353
−0.029738
−0.065394
0.126432
−0.041973
−0.174205
0.086233
−0.27591

19
−0.010243
−0.050863
0.185995
0.0536
0.118155
−0.158564
−0.139331
−0.069501
0.029896
0.222678

20
0.110897
0.05082
0.164925
−0.065909
0.091471
−0.158114
−0.116693
0.06433
−0.199131
0.147236

21
−0.002306
−0.026163
−0.07004
0.114075
−0.12416
−0.104268
0.155872
0.295312
0.141985
0.140137

22
−0.072547
0.108249
−0.054653
−0.028453
−0.059579
0.122216
0.043416
−0.022577
0.070402
0.148961

23
0.00728
0.00944
−0.081233
0.057414
−0.139904
−0.019318
−0.060321
−0.185734
−0.088667
0.031971

24
0.109988
−0.010236
−0.119297
0.009034
−0.072646
−0.03116
−0.099982
−0.158255
−0.094499
−0.104935

25
−0.091573
−0.184804
0.058742
0.007842
−0.176434
0.103911
0.003142
0.042098
−0.193824
0.019713

26
−0.106796
−0.25011
0.04403
0.068353
−0.158395
0.097612
0.02591
−0.09539
0.030312
−0.091591

27
0.050674
0.069914
0.104662
−0.017301
0.135396
−0.140604
0.052155
0.153272
0.059826
−0.077485

28
0.106879
0.099303
0.058688
−0.120504
0.09983
−0.142494
−0.102858
−0.065656
−0.125227
−0.234819

29
0.103805
−0.179457
0.011339
−0.148961
0.077205
−0.103961
−0.061164
0.238046
−0.154212
−0.113741

30
0.019591
−0.232153
−0.05402
−0.061935
0.025144
−0.05303
0.060765
0.097951
0.076525
0.113473

31
0.00042
0.110716
0.219782
0.052114
0.090421
0.08191
0.113426
−0.106364
0.166313
0.156383

32
0.057518
0.066715
0.159865
0.120967
−0.037447
0.030709
−0.079649
−0.024036
0.071004
−0.078791

33
0.069729
0.008803
0.119516
0.124429
−0.087764
−0.004032
−0.01199
0.046978
−0.012807
−0.090691

34
0.010082
0.116272
−0.041405
0.02563
−0.222591
0.109351
0.282124
−0.060816
−0.118156
0.145288

35
−0.128396
−0.072565
0.134707
0.062828
−0.104612
0.041979
−0.038654
0.115393
0.005299
0.106946

36
−0.093461
−0.162403
0.106942
0.015577
−0.129601
0.084442
0.007072
0.167728
−0.149885
−0.009048

37
−0.007171
−0.133768
−0.037718
0.045161
0.103419
0.059252
0.030771
0.052922
0.157253
−0.253287

38
0.044881
−0.02591
−0.051722
−0.009447
0.095991
−0.154528
0.098753
−0.122951
0.028895
0.023722

39
0.138621
0.005631
0.019776
−0.054161
−0.007498
−0.073796
−0.103689
0.079469
−0.006842
0.063704

40
0.125075
−0.148926
0.155386
−0.062484
0.11656
−0.094251
−0.00439
0.12394
−0.108604
0.051144

41
0.149067
−0.327506
−0.019096
0.075044
0.203038
−0.188192
0.186343
−0.179141
0.126232
0.110013

42
−0.019381
0.052695
−0.065339
0.106417
−0.040346
−0.128917
0.111582
−0.093955
0.114822
0.051395

43
0.023662
0.057978
−0.110553
0.018381
−0.163066
−0.08575
−0.169728
−0.011343
0.076795
0.002673

44
0.057009
0.204266
0.030956
0.006059
−0.136417
0.038453
0.004546
0.014216
0.03414
0.049815

45
0.044701
0.128235
0.008964
0.131352
0.017988
0.184294
−0.099622
0.017575
0.214338
−0.053481

46
−0.016597
0.007785
0.031335
0.190557
−0.016029
0.148621
−0.08332
−0.030782
0.167449
−0.070112

47
0.010495
0.027024
−0.018659
0.080552
0.022187
−0.006329
0.103886
0.078027
0.098207
−0.065897

48
0.0278
0.076327
0.002623
0.034471
−0.005279
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0.105721
0.098773
0.004565
−0.001645

49
0.15946
0.199431
0.028025
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0.044926
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50
0.243957
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0.005225
0.034317
0.155342
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51
0.145751
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0.132506
0.101765
0.136623
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0.123989
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52
0.056058
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0.229665
0.053254
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0.085619
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53
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0.011
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0.127392
0.043062
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0.071939
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54
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55
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0.065424
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0.076181
0.116451
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0.01222
0.048174
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56
−0.005084
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0.083921
0.094701
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0.111346
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0.16154
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0.337212

57
0.082569
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0.066303
0.166276
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0.070065
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58
0.034741
0.075882
0.148007
0.058901
−0.087892
0.08597
0.101246
0.028747
−0.0874
−0.204875

59
0.033824
0.057871
0.146928
0.065155
−0.099171
0.08495
0.116136
0.027457
−0.081594
−0.196721

60
−0.034285
0.036265
0.301706
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0.090575
0.059259
0.094172
0.049392
0.003484

61
0.021759
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0.17682
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0.063129
0.289337
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62
0.016918
0.077963
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0.020938
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0.071719
0.068583
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63
0.039369
0.038955
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0.025773
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0.08764
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64
0.086153
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0.006763
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65
0.192271
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0.10488
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66
0.048846
0.081951
0.223679
0.006853
0.022492
0.14258
0.084646
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0.023747

67
0.091347
0.022369
0.175667
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0.056461
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68
0.081304
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0.12444
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0.022307
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69
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0.068008
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0.131533
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70
−0.001205
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71
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72
0.021578
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73
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0.050213
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74
0.054144
0.025394
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0.039256
0.024135
0.099391
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0.132242
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75
−0.347484
0.033302
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76
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77
−0.364235
0.001482
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0.024901
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0.007124

S
T
U
V
W
X
Y
Z
AA
AB

1
0.077442
−0.032993
−0.120186
0.003021
−0.071116
0.011397
0.244329
−0.037457
0.117569
0.216293

2
0.272797
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0.199295
0.000092
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0.211802
0.197726
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3
−0.072296
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0.083504
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0.119784
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0.178463

4
−0.067435
0.04586
−0.049613
−0.110154
0.02006
0.083687
0.095371
−0.128589
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5
0.060207
−0.01741
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0.090643
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0.058441
0.036899
0.19109
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6
−0.179277
−0.019881
0.039738
−0.063103
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−0.034452
−0.203739
−0.059928
0.005274
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7
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0.013984
0.087959
0.118376
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0.126834
−0.224706
−0.037581
0.114665
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8
−0.096796
0.040784
0.03295
0.021395
0.188903
0.020716
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0.185834
0.128871
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9
−0.208561
0.004969
0.190664
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0.050607
−0.019769
−0.024326
0.124601
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10
−0.256149
−0.049884
0.223437
+31 0.260997
0.02103
−0.033581
−0.154088
0.036682
−0.093512
0.025027

11
−0.044952
0.194505
−0.078281
0.191283
0.113254
0.118784
−0.153853
0.078881
−0.018794
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12
0.082817
0.067517
0.027702
0.106321
0.036028
0.010006
−0.100545
−0.074881
−0.038787
−0.208519

13
−0.199222
−0.179457
−0.273797
−0.013558
−0.04153
0.008288
−0.187697
−0.214879
0.212341
0.089533

14
0.063502
−0.096902
0.060424
−0.100277
0.14918
−0.047252
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0.159082
0.036465
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15
0.211434
−0.081771
−0.021214
−0.010549
−0.035315
−0.024683
0.04306
0.109448
0.152721
0.232476

16
0.136436
0.017958
0.277815
0.173842
0.228693
0.093356
0.017947
−0.038534
0.066915
0.425108

17
−0.219976
0.161188
−0.275913
0.085678
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0.030132
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0.059231
0.034319
0.23586

18
0.032494
−0.189236
0.085976
0.217735
−0.228031
−0.227729
−0.064998
0.142885
−0.073486
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19
−0.040089
−0.22489
−0.211271
−0.048339
0.090167
−0.138208
−0.075353
0.13428
−0.024588
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20
0.111143
−0.218787
0.007076
0.000074
0.056863
−0.004042
−0.247882
0.051156
−0.212751
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21
0.036292
0.168199
−0.042361
0.104619
0.114805
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0.048849
0.109074
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22
0.173174
0.167153
−0.051862
−0.335739
−0.065735
0.029833
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−0.012389
0.091233

23
0.047791
0.098647
0.148184
−0.15135
−0.090191
−0.016545
−0.042752
−0.049677
0.067196
0.058096

24
−0.130636
−0.080057
0.203074
0.159309
0.033904
0.006353
0.072774
−0.011852
0.005888
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25
−0.026367
0.049821
0.15598
0.156008
−0.015817
−0.134622
−0.027724
−0.217579
0.024124
0.093983

26
0.057513
−0.03199
−0.002158
0.068777
−0.016013
−0.006783
0.090746
0.039528
−0.121426
−0.029762

27
0.045877
−0.044973
0.123435
0.073434
−0.047073
−0.068734
0.059056
0.152989
−0.005061
−0.154038

28
0.125564
0.16546
0.038043
−0.195601
−0.113765
0.014241
0.108168
−0.076807
−0.142505
−0.074579

29
−0.057244
−0.072767
0.0029
0.024104
−0.134428
−0.032241
0.053144
−0.055555
0.135935
−0.05726

30
0.148558
−0.227868
0.0336
0.165059
0.058904
0.368521
−0.078177
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31
−0.058708
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0.102922
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0.041079
0.073719
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32
−0.032522
0.075635
0.183151
0.073273
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0.086172
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33
−0.028517
0.172406
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0.042556
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0.062738
−0.137082
−0.117614
0.089372
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34
0.122952
0.131685
0.112545
0.217809
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0.107872
−0.015095
−0.076219
−0.067287
0.134424

35
−0.0739
0.08771
0.047453
−0.02796
−0.004297
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0.169707
0.080189
0.152209
0.06142

36
−0.034603
0.057321
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−0.19122
0.147299
−0.03735
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0.033815
0.019874
0.020654

37
0.14393
−0.119279
0.012635
−0.056108
0.033806
0.310709
0.120513
−0.098312
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0.056285

38
0.065011
0.149759
0.047241
−0.03597
0.029931
0.077683
0.164039
0.056927
0.167145
−0.154804

39
−0.05446
0.037335
−0.003876
0.0109
0.139
−0.100652
0.152433
0.212548
−0.018954
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40
−0.018314
0.042725
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0.046454
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0.027407
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41
0.122196
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0.039545
0.010267
0.039698
−0.090606
−0.190279
−0.174145
0.05274

42
−0.061869
−0.118867
0.09798
0.02973
−0.13731
−0.096411
0.053093
0.07689
0.087435
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43
0.104634
0.019406
0.17133
0.013561
0.019503
−0.130338
−0.039478
−0.136859
0.029331
0.012283

44
0.066501
−0.000576
0.050459
0.023437
0.041969
0.036707
−0.01073
0.005164
0.059697
−0.099216

45
−0.06934
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0.137032
0.178237
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0.068855
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46
0.016814
−0.010182
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0.146174
0.034685
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0.137869
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47
−0.128367
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0.084802
0.118956
0.006099
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0.070601
−0.078506
0.071277
0.071428

48
−0.052338
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0.031086
0.039252
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0.092632
0.097123
−0.082578
0.031734
−0.072855

49
−0.01468
0.025599
−0.063605
0.145662
0.044877
0.047942
0.006569
−0.074409
−0.178639
−0.190068

50
−0.073446
0.031995
−0.124847
0.137009
−0.017289
−0.190695
0.109721
0.106489
−0.289338
0.035354

51
−0.000833
0.133514
−0.179929
0.03985
−0.004409
−0.094521
−0.084986
0.213386
−0.028935
0.242291

52
−0.082412
0.145032
0.084828
0.065776
0.154355
−0.164912
0.15586
−0.31995
0.251271
−0.128588

53
−0.09594
0.116022
0.037357
0.179638
−0.023189
−0.01003
−0.013228
−0.05181
−0.119262
0.034911

54
−0.024911
0.230877
−0.08164
0.007816
−0.026774
0.123586
−0.077329
0.165991
−0.043363
−0.003781

55
−0.056034
0.133135
−0.176891
0.136887
0.007934
0.074784
0.114152
−0.034605
0.013369
−0.074482

56
−0.096642
0.043626
0.127064
0.120831
−0.408903
0.351749
0.130582
0.153121
0.005424
0.08819

57
−0.020304
−0.055282
0.108493
−0.02745
0.208507
−0.080779
−0.125237
−0.089569
−0.079227
−0.035521

58
0.084039
−0.091519
0.036272
0.016713
0.003452
−0.072905
0.058873
0.029401
−0.187494
0.072733

59
0.104098
−0.060581
−0.017676
−0.038419
0.02391
−0.047033
0.058203
0.127401
−0.166107
0.037772

60
0.150668
−0.072346
−0.26299
0.062552
−0.038861
−0.058018
0.122212
−0.146001
0.05645
−0.083899

61
0.07021
0.132727
0.015854
0.06873 r
0.252939
−0.107138
0.093539
−0.004594
−0.116979
−0.007513

62
0.008736
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0.108267
0.093782
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0.029395
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−0.003262
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63
−0.064799
−0.115851
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0.080664
0.176265
0.035208
0.043578
0.030678
0.137542
0.000693

64
−0.188222
0.016431
−0.073911
0.033451
0.097158
0.123189
0.139018
0.041373
0.007165
−0.096043

65
0.348666
0.181832
−0.095217
−0.030879
−0.102891
−0.119419
0.123322
0.025753
0.040966
0.100724

66
−0.11127
−0.033862
0.098887
0.095639
0.250107
0.047864
0.028785
0.01447
0.101537
0.100469

67
−0.083371
−0.117068
0.072339
0.004585
0.190285
0.198515
0.141375
0.139773
0.093602
0.219183

68
−0.124104
0.138069
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0.048571
0.124069
0.141061
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−0.029567
−0.029517
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69
−0.08975
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−0.05919
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−0.040891
0.08197
0.011952
−0.048091
−0.018874

70
−0.146973
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−0.061874
−0.072212
−0.062312
0.075268
0.18004
0.143563
−0.028675
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71
0.124834
−0.042546
0.117459
−0.120632
0.17042
−0.039582
0.118462
0.056493
0.064033
−0.043221

72
0.132271
−0.074929
0.009717
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0.007607
0.073811
0.094647
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0.019272
0.057443

73
0.036743
−0.002497
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0.108739
0.050305
0.005577
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0.005312
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74
−0.08778
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−0.062466
0.162133
−0.133222
−0.222016
0.094027
−0.057091
0.016509
0.144692

75
−0.066412
0.036875
0.01731
0.041346
0.045282
−0.017031
0.036519
0.015405
−0.073839
−0.022227

76
−0.065394
0.042551
0.033774
0.049876
0.052348
−0.019444
0.05038
−0.003861
−0.067715
−0.003716

77
−0.06893
0.069616
0.049507
0.071251
0.084448
−0.023554
0.004735
0.092517
−0.045433
−0.034509

AC
AD
AE
AF
AG
AH
AI
AJ
AK
AL

1
0.04201
−0.100807
−0.035313
−0.177364
−0.076136
0 .177
0.07421
−0.316918
−0.085818
−0.054812

2
0.095255
−0.140506
−0.102445
0.115844
0.129019
0.024115
−0.161823
0.030813
0.088596
0.06049

3
−0.221742
0.029511
0.042088
−0.059749
0.285133
−0.196169
−0.035516
0.107485
0.114295
−0.09031

4
0.025835
0.045532
0.050084
0.008047
−0.290654
−0.02702
0.186474
0.147957
−0.101429
−0.146925

5
−0.137246
0.165422
0.04177
−0.15349
−0.054347
0.083014
0.100204
−0.055606
0.037344
0.013674

6
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37
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43
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44
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52
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55
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59
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60
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AM
AN
AO
AP
AQ
AR
AS
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AU
AV

1
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15
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18
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19
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28
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29
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30
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32
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33
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34
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38
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40
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41
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42
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44
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45
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51
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52
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53
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54
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55
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56
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58
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59
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60
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61
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62
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63
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64
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65
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66
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67
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AW
AX
AY
AZ
BA
BB
BC
BD
BE
BF

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5
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11
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12
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13
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14
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16
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18
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19
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20
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23
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25
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26
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28
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29
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30
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31
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37
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38
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39
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40
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41
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42
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43
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44
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45
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46
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47
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48
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49
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50
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51
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52
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53
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54
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55
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56
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57
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58
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59
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60
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61
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62
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63
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64
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68
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76
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77
0.137169
−0.06102
−0.05651
−0.085258
−0.02131
0.109903
−0.048037
−0.139332
0.202819
−0.047151

BG
BH
BI
BJ
BK
BL
BM
BN
BO
BP

1
−0.14359
0.146639
−0.016028
−0.050847
−0.166618
−0.045569
−0.118859
0.063015
−0.019458
−0.054995

2
0.027549
0.042748
0.030546
0.151035
0.027508
−0.004461
−0.00349
−0.00821
0.081559
0.044513

3
−0.00937
0.046057
0.012202
0.062316
−0.018604
−0.015316
0.051673
−0.113941
0.101405
−0.087971

4
0.055683
−0.157991
−0.064034
0.116909
0.105033
−0.007018
0.043585
0.018722
−0.023019
0.285311

5
−0.05002
−0.011299
−0.087442
−0.092814
0.083457
0.172148
0.222561
0.098381
−0.001968
−0.02657

6
−0.036209
0.138805
0.134219
−0.011922
−0.057822
0.103974
0.123144
0.040539
0.131762
0.058865

7
0.011144
−0.326627
−0.068883
0.029644
−0.062836
0.057039
0.149853
0.011789
−0.056837
0.009991

8
0.098769
0.060212
−0.009229
−0.069131
0.197414
0.021422
−0.109032
0.07077
0.077821
−0.054947

9
0.200082
−0.076257
−0.098295
−0.104171
−0.075481
0.116136
−0.058348
0.084512
0.131318
−0.043061

10
−0.148808
0.12328
0.049567
−0.021262
0.048377
−0.14961
0.059971
−0.10952
−0.057727
−0.014249

11
−0.007034
0.095553
0.265312
−0.043783
0.055857
0.020609
0.058417
−0.089327
0.098124
−0.040047

12
−0.074622
−0.16437
0.005354
0.157449
0.138881
0.08978
−0.072085
0.076642
−0.062276
0.002475

13
−0.027637
−0.012765
0.114705
−0.017644
−0.033882
0.075686
−0.039063
−0.055694
0.055291
0.098185

14
−0.066356
−0.037247
0.053862
−0.021406
0.17908
0.010479
0.026136
−0.11297
0.036193
−0.106423

15
0.205494
0.002723
−0.070505
0.059497
−0.026156
0.072017
0.135455
0.017356
0.03151
0.102698

16
−0.008307
−0.120174
0.067202
0.061776
0.034007
0.044606
0.07898
−0.098184
−0.020983
−0.069664

17
0.005045
−0.101551
−0.115335
0.13272
0.13343
−0.094662
−0.026952
0.025184
−0.004718
−0.092645

18
0.054348
−0.024497
−0.023896
−0.089919
−0.084201
0.089285
0.09618
0.009637
−0.087697
0.121022

19
−0.00985
0.026541
0.043444
−0.006378
0.031193
0.055336
0.004699
0.026917
−0.022042
−0.086377

20
0.055799
0.030528
−0.174331
−0.030903
−0.078993
−0.129207
−0.014094
0.086969
0.125248
0.065067

21
−0.25568
−0.123089
0.073626
−0.330252
−0.08042
−0.115291
0.165909
0.073156
0.278926
0.091643

22
0.148823
0.081468
−0.133756
0.114289
−0.039168
0.092094
0.401329
0.075175
0.001486
0.255773

23
−0.306211
0.038627
0.192521
0.163571
−0.032052
0.041519
−0.085344
−0.018493
0.34301
−0.022921

24
−0.020095
0.118658
−0.136475
−0.057737
−0.00056
0.1322
−0.145743
0.180576
−0.023706
0.205065

25
0.169054
−0.112252
−0.027091
−0.008897
0.109491
−0.078997
0.07772
0.244223
0.081851
0.01412

26
0.004331
−0.036302
0.082981
0.06321
−0.054719
0.000465
−0.051605
−0.087471
0.05425
−0.046628

27
−0.022751
0.055524
0.067151
0.042599
−0.006403
0.001515
0.094525
−0.113394
−0.091246
0.063402

28
−0.0202
0.097353
0.022622
−0.065249
0.110394
0.035662
0.042627
−0.03027
−0.039042
−0.214454

29
0.030175
0.060743
−0.154242
0.348125
−0.08254
−0.094679
0.021633
0.008208
0.250093
0.126152

30
−0.079702
0.180249
0.039922
−0.099446
−0.041373
0.122269
0.17423
−0.086644
0.012929
−0.089315

31
−0.018462
0.021455
0.017794
0.278171
0.051024
0.030104
0.024208
0.185648
0.360806
−0.170617

32
0.021113
−0.040425
0.142064
0.021699
0.025981
−0.126663
0.158372
0.00204
0.017904
−0.190586

33
−0.086643
0.230967
0.149989
−0.014286
−0.013855
−0.002613
−0.123851
−0.075137
−0.026762
0.208004

34
−0.058209
0.137814
0.00583
0.080419
−0.040682
0.105247
−0.029072
0.09768
−0.095551
−0.150103

35
−0.148075
0.077965
−0.004275
−0.141818
0.141857
0.088453
0.090121
−0.103087
−0.019399
0.0151

36
−0.038389
0.026941
0.212487
0.121621
−0.102431
0.109197
0.088368
−0.177086
−0.065967
0.009599

37
0.056279
−0.143431
0.165009
−0.06551
0.038043
−0.085884
−0.039708
0.126493
0.159525
0.20754

38
0.03202
−0.017848
−0.168467
−0.001504
−0.050243
0.01658
0.028974
−0.123461
0.010402
0.193582

39
−0.038256
−0.104588
0.089412
0.287518
−0.03981
−0.21365
0.142898
0.037553
−0.117976
0.099366

40
0.004125
0.005456
−0.069772
−0.189469
0.076967
0.302401
−0.083337
0.09339
0.035466
0.042402

41
−0.093379
−0.067893
−0.050445
0.0964
0.142201
0.038552
0.057035
−0.092423
0.046483
0.02533

42
0.225027
0.055192
−0.011537
0.046166
0.019119
−0.126828
0.16269
−0.091209
0.116624
0.019169

43
−0.078754
−0.182501
0.125708
0.023087
−0.03184
0.308858
0.007899
−0.107755
−0.021195
0.199177

44
−0.044473
0.159404
−0.244233
−0.078065
−0.016409
−0.128686
−0.114508
−0.114636
0.259595
0.024274

45
−0.064969
−0.016323
0.051382
0.135177
0.001426
0.047334
−0.02452
0.137956
−0.086763
−0.114068

46
0.043445
−0.053768
−0.232073
−0.119252
0.058374
−0.058878
0.000502
−0.177147
0.004255
0.069008

47
−0.203733
0.202147
−0.042822
0.087844
0.002029
−0.058545
0.099294
0.104971
−0.104636
0.051198

48
0.177251
0.057183
0.055497
0.005476
−0.041559
0.189457
0.008559
0.102906
−0.096541
−0.215636

49
0.054525
0.05742
0.178816
−0.055184
0.069423
−0.103984
0.033106
0.0274
−0.098049
0.086456

50
0.01504
0.034136
−0.017452
0.011868
−0.145405
0.221239
0.091977
−0.170218
0.17623
0.095808

51
0.049115
0.071256
0.027501
−0.001376
−0.000708
−0.101464
0.034447
0.245174
−0.115142
−0.103676

52
0.095722
0.030888
0.043323
−0.058224
−0.148913
−0.08161
0.037542
0.048864
0.012228
0.013802

53
−0.247333
0.238645
−0.319766
0.20802
0.045172
0.077657
0.267489
−0.135647
−0.088966
−0.044931

54
0.031549
0.189766
0.040109
0.031156
0.144769
0.286741
−0.13055
0.142135
0.155411
0.172608

55
0.077398
0.026138
0.035938
−0.055362
−0.274557
−0.171489
0.138996
0.088921
0.251458
−0.019729

56
−0.013
−0.131977
−0.02689
0.007904
0.131629
0.045307
0.019593
−0.04558
0.009155
0.015476

57
−0.07015
0.063107
0.05494
0.003519
−0.179957
0.016078
0.025796
0.26725
0.019071
0.087963

58
−0.018199
0.023892
−0.042375
−0.100001
−0.159506
0.1726331
0.1364781
0.152766
0.008201
−0.097552

59
−0.094618
0.012411
−0.018297
0.083239
0.089174
−0.207681
−0.129795
−0.150319
0.124919
0.019698

60
−0.047316
0.056037
0.049608
0.002108
0.139423
0.037392
0.069854
−0.053079
−0.021805
0.088203

61
0.223085
0.119602
−0.049013
0.292196
0.029941
0.146872
−0.149929
0.000348
−0.025029
−0.050082

62
−0.083738
0.122869
0.005348
−0.044892
0.532804
−0.020131
0.097622
0.246109
0.088321
0.070274

63
−0.158277
−0.099223
−0.006428
0.104614
−0.21076
0.262844
−0.034333
−0.096012
0.063831
−0.064396

64
0.191526
−0.027976
0.130334
−0.029066
0.183358
0.032565
0.410589
−0.136348
0.080702
−0.096316

65
−0.054459
−0.094717
0.121615
0.04979
0.020722
−0.033198
−0.003172
0.088482
0.037
0.010742

66
−0.012632
−0.158525
−0.031578
−0.013948
0.114988
0.065838r
−0.052734
−0.029282
0.187658
0.063334

67
0.037072
0.271098
0.121298
0.054489
−0.069559
−0.098839
0.04529
0.032421
−0.119714
0.300889

68
−0.039918
−0.13337
−0.26229
0.147486
−0.07497
0.073638
−0.051707
0.021017
0.030776
−0.113118

69
0.018687
0.033208
0.107082
0.139838
0.153687
0.036088
−0.116922
0.022316
−0.045546
0.149621

70
−0.19513
−0.12903
0.019195
−0.029922
−0.022093
0.089855
0.124139
0.236534
0.038855
−0.006815

71
−0.066669
0.033453
−0.012244
0.128505
0.063908
−0.000192
0.057912
0.101074
−0.000292
−0.137846

72
−0.031245
0.088656
−0.157089
−0.095939
0.060438
−0.015355
0.066197
−0.052986
0.192781
−0.151098

73
0.040109
0.083391
−0.003381
−0.010969
−0.074547
−0.115506
0.040794
0.139537
−0.082169
−0.044158

74
0.018702
−0.12914
0.01839
−0.030307
0.110253
−0.037331
−0.066084
−0.203809
0.016945
0.077661

75
0.008022
−0.110715
0.235771
0.157064
−0.060728
0.036718
0.010082
0.051744
0.05458
−0.000966

76
0.272618
0.197245
0.010521
−0.064601
0.03084
0.078336
−0.081841
−0.144096
0.13141
−0.059304

77
−0.300253
−0.105131
−0.191662
−0.047581
0.009093
−0.065722
0.029259
0.075077
−0.106777
0.097244

BQ
BR
BS
BT
BU
BV
BW
BX
BY
BZ

1
−0.110462
0.007975
−0.034485
0.014599
0.067012
0.072946
0.083736
0.071371
0.089467
0.027627

2
0.061677
−0.025638
−0.014133
−0.009119
0.067959
0.072585
0.065106
−0.037454
0.012589
−0.039873

3
−0.064722
0.05379
−0.005882
0.055382
−0.055956
0.077
0.05723
0.046643
0.102349
0.152695

4
0.07801
0.060183
−0.005711
0.056191
0.013511
0.070968
−0.047392
−0.169839
−0.054272
−0.107068

5
−0.10886
0.029065
−0.013783
−0.110886
−0.083757
−0.059319
−0.065482
0.063867
−0.006148
−0.011199

6
0.040442
−0.010957
−0.013163
−0.144975
−0.042094
−0.244816
0.154852
0.103388
−0.021978
−0.048736

7
−0.096737
0.139407
0.032051
0.066185
0.144885
0.092971
−0.079581
0.000769
0.150272
−0.051637

8
0.099242
−0.144274
−0.036389
0.037871
0.009512
0.200107
−0.120117
−0.177159
−0.12765
0.044932

9
−0.193538
0.015476
−0.037874
−0.153569
0.009779
0.117365
0.065193
−0.072203
−0.225527
−0.109555

10
0.210702
0.064977
0.073492
0.204768
−0.021894
0.005659
−0.056747
0.095594
0.082283
0.149199

11
−0.266601
0.332955
0.094944
0.101302
−0.182223
−0.039603
0.00836
0.000832
−0.09479
0.017683

12
−0.124971
−0.098215
−0.108498
−0.048786
0.077822
−0.132993
−0.006494
−0.066918
−0.096109
0.235785

13
−0.00963
−0.03153
0.040426
0.0868
0.048726
−0.012943
−0.066452
−0.065791
−0.017817
0.017729

14
0.201513
0.196654
0.108368
−0.061426
−0.05647
0.010521
−0.042691
0.004807
−0.091479
−0.108483

15
0.012924
−0.1019
0.049354
−0.148777
−0.085618
−0.11097
0.071321
−0.100124
−0.006665
0.066711

16
0.190947
−0.009644
0.115951
0.048487
0.153217
0.107994
−0.037053
−0.032919
−0.051909
−0.003695

17
0.048241
−0.012877
−0.098573
−0.112405
−0.054034
−0.084387
0.125357
0.066739
0.100245
−0.055464

18
−0.024643
−0.026782
0.088343
0.068602
0.15108
0.120708
0.091631
−0.02488
−0.06414
−0.023267

19
0.086379
−0.027258
−0.081092
−0.075139
0.063989
0.081164
−0.003695
0.149147
−0.015939
0.027741

20
−0.196692
0.048931
0.000663
0.078544
−0.091482
−0.092289
0.014093
−0.052461
0.007582
−0.057191

21
0.007842
0.00893
−0.118327
−0.082457
0.053235
0.078145
−0.232221
−0.114447
0.143037
−0.029735

22
0.029281
0.08859
0.098933
0.002683
0.098584
0.186617
0.09084
0.070746
0.073971
0.074823

23
−0.038201
0.061198
−0.217031
−0.059655
−0.218371
0.074753
0.215895
−0.08848
0.043872
−0.133859

24
0.066299
0.143273
−0.013551
−0.131841
0.028616
−0.040078
−0.021523
0.175172
0.089232
−0.085344

25
0.048746
0.082827
−0.063449
−0.035088
−0.152628
−0.008264
−0.106703
0.196241
0.054107
0.10758

26
0.02919
−0.037969
0.05291
0.023595
−0.047139
0.098899
−0.158742
−0.209106
−0.027786
−0.024578

27
0.095781
0.012489
−0.10657
−0.124352
−0.014036
−0.176379
0.081477
0.037042
0.150547
0.099468

28
−0.006102
−0.063303
−0.03697
−0.009179
0.00597
0.147152
0.094162
−0.107291
−0.150124
−0.077697

29
−0.149652
0.043263
0.033774
0.149437
0.024455
0.087121
−0.043434
−0.266867
−0.04143
0.079451

30
0.070861
0.082009
0.071116
−0.049391
−0.026728
0.070424
0.238173
0.042113
0.010901
0.128576

31
0.224254
0.059999
0.012431
0.033375
0.16238
−0.032609
−0.155648
−0.04467
−0.039429
0.086275

32
−0.275946
0.149035
0.081538
0.079049
0.012185
0.097338
0.174184
0.035661
0.08355
0.023544

33
0.061737
−0.172349
0.059048
0.022851
0.156321
0.028771
−0.088307
−0.100013
−0.003609
0.026393

34
−0.006497
0.034467
0.050455
−0.082694
0.012606
−0.015442
−0.027478
−0.043201
−0.027807
0.042735

35
−0.135222
0.067327
0.045272
0.135794
−0.009931
−0.10012
0.109268
−0.059118
−0.052184
−0.044415

36
0.081944
−0.109384
−0.114093
−0.097739
0.232122
−0.031367
−0.018301
−0.072892
0.024209
−0.063647

37
0.077787
0.072711
0.029237
0.061544
−0.09816
0.014573
−0.068478
0.214005
0.032916
−0.020489

38
−0.089851
0.047412
−0.060684
0.093233
0.130379
−0.049646
0.034494
−0.003019
−0.000306
−0.186994

39
−0.038853
0.037813
−0.009065
−0.073012
−0.075162
−0.01254
0.244094
0.108503
0.131795
−0.100751

40
0.058795
0.124771
0.073238
−0.07058
−0.059691
0.380701
−0.075266
0.042409
0.065699
−0.037078

41
−0.115449
−0.109849
−0.112993
0.084615
0.057331
−0.001611
−0.031978
−0.121671
−0.044539
−0.050505

42
0.094555
−0.098961
−0.356501
0.01471
−0.215319
0.14526
−0.146956
0.123434
−0.018139
0.058121

43
0.073645
−0.048795
0.073907
−0.164277
−0.095932
−0.041613
0.058056
−0.065828
−0.093841
0.159556

44
0.002113
−0.025723
0.148238
0.116081
−0.049476
−0.033359
0.071559
0.13834
−0.095358
0.102246

45
−0.061646
0.033368
−0.020639
−0.069506
−0.013388
−0.072489
−0.069205
−0.087335
0.059843
0.0486

46
−0.043231
−0.018173
−0.087986
−0.046159
−0.117791
0.079104
0.191637
−0.057305
0.002746 r
−0.027534

47
−0.033166
−0.029597
0.151361
0.139794
0.15841
0.028093
−0.156523
0.098264
−0.045297
−0.272691

48
−0.132144
0.001275
−0.073164
−0.156945
−0.101522
0.064766
0.013512
−0.102479
−0.054837
0.197749

49
0.162093
−0.083358
−0.210956
−0.006638
0.061772
0.21972
0.234144
−0.026892
0.075095
−0.009029

50
−0.012531
−0.001143
0.096704
−0.030219
−0.024531
−0.199189
−0.164537
0.100263
−0.082786
−0.00345

51
−0.060074
0.10165
−0.083941
0.040467
0.118569
0.035893
−0.007669
−0.075496
0.085482
0.068294

52
0.110083
0.037797
−0.021742
−0.015212
0.130761
0.118792
0.063102
0.065256
0.04614
0.111157

53
0.020466
−0.071457
−0.042175
−0.219456
−0.187175
0.182937
−0.098719
0.002296
0.018882
−0.110193

54
−0.045122
−0.144684
−0.098315
0.258478
0.05805
0.099188
0.157304
0.167412
0.122138
0.249025

55
0.226184
0.019477
0.115965
−0.179069
0.031431
−0.046697
0.192141
−0.199456
−0.235974
−0.063067

56
0.006292
−0.039645
−0.089232
−0.002002
−0.012007
0.027002
−0.036477
0.025119
0.002441
−0.062808

57
−0.163917
−0.260222
−0.011874
−0.087914
−0.031105
−0.082647
−0.045303
−0.094728
0.119869
0.119959

58
0.161032
0.130415
−0.352045
0.367495
0.10439
−0.060102
0.155482
−0.127378
0.032449
−0.153439

59
−0.186789
−0.056428
0.122269
−0.292189
0.199011
0.315738
−0.028169
0.138082
0.11552
0.183632

60
−0.021141
0.072576
−0.022826
0.149024
−0.110737
−0.006446
−0.130293
0.172228
−0.091076
−0.092728

61
−0.071198
0.040311
0.096916
0.13916
0.041439
−0.080373
0.086963
0.060442
−0.113315
0.023579

62
0.029672
−0.073617
−0.001696
−0.148053
0.030375
−0.120632
0.11686
−0.130616
−0.121464
−0.090163

63
−0.040569
0.105925
−0.176664
0.04613
−0.082374
0.204471
−0.0925
0.03965
0.084367
0.01792

64
−0.123829
−0.10103
0.05643
0.101847
0.104386
−0.034082
−0.136277
−0.033947
0.034884
0.195243

65
0.081568
0.077788
0.095341
−0.001957
−0.14267
−0.057136
−0.135498
0.032779
0.075719
0.107656

66
−0.13237
−0.08828
−0.03628
0.018053
0.025912
0.013074
0.185511
0.041352
0.087347
−0.133937

67
−0.050266
0.082738
−0.133031
−0.06578
−0.117713
0.010313
−0.102115
−0.090912
−0.041931
0.043374

68
0.307282
0.057503
0.058547
−0.02055
−0.027669
−0.041845
0.084229
0.117557
0.014219
0.082303

69
0.031325
0.547836
0.011973
−0.149812
0.169337
0.064856
0.043152
−0.136818
−0.028923
0.015618

70
0.012693
−0.174014
0.444639
0.063294
−0.042856
0.084516
0.207504
−0.056347
0.151647
−0.011638

71
0.098921
−0.12176
0.040674
0.225884
−0.161843
0.011763
−0.019021
0.014742
0.052467
−0.05864

72
−0.060611
0.097929
−0.154763
−0.146364
0.473746
−0.167878
−0.012783
0.146025
0.061327
0.030424

73
0.013585
0.018615
0.082364
0.027742
−0.092529
0.218784
−0.039912
−0.017534
−0.021651
−0.134684

74
0.116202
−0.05912
0.004541
0.10902
−0.00379
0.009649
0.248129
−0.078698
0.041385
0.141842

75
−0.082109
−0.159699
−0.02445
−0.027649
0.118993
0.080087
0.011793
0.340224
−0.293116
−0.149282

76
0.100327
0.047373
0.160863
−0.041238
−0.069207
−0.089834
−0.067897
−0.205908
0.553528
−0.173695

77
0.005705
0.124274
−0.102894
0.061632
−0.002104
−0.083355
0.000043
−0.147607
−0.184522
0.481797

APPENDIX C1

SVM Model Weights

(340; Normal/Diseased)

SVM−light Version V6.01

0 # kernel type

3 # kernel parameter -d

1 # kernel parameter -g

1 # kernel parameter -s

1 # kernel parameter -r

empty# kernel parameter -u

340 # highest feature index

138 # number of training documents

78 # number of support vectors plus 1

0.67854397 # threshold b, each following line is a SV (starting with alpha*y)

−0.0011415251604807632 1:−6.2484217 2:2.8692274 3:3.9726458 4:4.5728879 5:3.1217315

6:1.431265 7:0.44778323 8:1.02934 9:1.1082938 10:1.1373868 11:1.9316131 12:0.28561696

13:−3.060276 14:0.38243186 15:0.76406515 16:1.25282 17:0.95133108 18:1.8977604 19:0.33501664

20:0.67167497 21:−0.11577946 22:1.6258748 23:−0.61664796 24:−1.2282914 25:−1.6443142

26:−0.90777022 27:1.2275497 28:1.0568956 29:2.1236527 30:−0.26141879 31:0.03845077

32:−0.58085138 33:−0.78061342 34:1.2447574 35:0.24944715 36:−0.3606073 37:−0.23068826

38:0.78405386 39:−0.43722236 40:0.28527892 41:−1.2349344 42:−1.6965803 43:0.25968778

44:0.74408704 45:−0.11024579 46:−0.70728445 47:1.5416214 48:0.5093556 49:0.50813681

50:−0.10848369 51:−0.72595042 52:−1.0701329 53:1.2242886 54:−0.44644347 55:0.22465287

56:1.0197572 57:−1.3624406 58:0.96072525 59:−1.3194218 60:−0.52487147 61:−0.1581929

62:0.0047937976 63:0.096934691 64:1.8773297 65:1.0675534 66:−0.37953418 67:−0.30575103

68:−0.14885564 69:−0.7085318 70:−0.082562283 71:0.71772766 72:−0.6834473 73:0.37860462

74:−0.3881411 75:−0.17689922 76:0.89653313 77:0.48991525 78:−0.13384825 79:−0.7523219

80:−0.15887904 81:−0.72565669 82:−0.071575895 83:0.26591104 84:−0.036035866 85:0.11221373

86:0.30020183 87:0.48851889 88:−0.056364294 89:0.66078192 90:−1.0552732 91:−0.49472538

92:0.19626696 93:0.3516041 94:−0.90524662 95:0.48864928 96:1.0635862 97:−0.67823666

98:0.97963518 99:−1.2187407 100:0.25271565 101:−0.10477167 102:−0.094989687

103:−0.14250714 104:0.77763522 105:−0.67844582 106:0.10758131 107:−0.59481978 108:0.12150268

109:−0.25061738 110:−0.31553453 111:−0.2249333 112:−0.14794669 113:−0.29111996

114:0.42366493 115:0.32037699 116:−0.38479248 117:−0.35609257 118:0.21150146

119:0.29969886 120:−0.056325451 121:0.18981926 122:0.36390802 123:−0.22452836

124:−0.014986999 125:−0.07822156 126:0.078114182 127:−0.31460276 128:0.33136594

129:0.14089347 130:−0.11384387 131:0.2209356 132:−0.30368382 133:−0.021809017

134:0.13270371 135:0.02210488 136:−0.0036672305 137:9.853208e−005 138:−0.017125415

139:0.0062208101 140:0.00056613336 141:0.0012280536 142:−0.00039310646

143:−0.0063707544 144:0.0015248039 145:−0.0029345977 146:−0.00076821423 147:0.00013666278

148:−0.0051379474 149:0.0066761598 150:−0.0024066679 151:0.0038081626 152:−0.0013487631

153:−0.0020869875 154:−0.0023751855 155:1.1204498e−006 156:0.0039485889

157:−0.00011155871 158:0.00070337567 159:0.0012323871 160:0.0021008069 161:0.0028489598

162:0.00029079549 163:0.0020081406 164:0.0044465163 165:0.007065278 166:0.0012901861

167:0.0037493915 168:−0.0023597497 169:−0.00012567961 170:0.00047573209 171:7.8875659e−005

172:−0.0056320974 173:−0.0067036133 174:0.00017559867 175:0.001684437

176:−0.0034504069 177:0.0018235954 178:−0.001383971 179:0.0004998623 180:−0.00066253374

181:0.0015807585 182:0.00412085 183:0.0021063511 184:0.00072732504 185:−0.0012095358

186:−0.0030121093 187:−0.0020631803 188:−0.00068084424 189:0.0002527938

190:−0.0034640408 191:−0.00026976471 192:0.00097010034 193:−0.0011612385 194:−0.0015113452

195:0.00062438019 196:−0.00013164691 197:0.0020616048 198:0.0010445472

199:−0.0049765292 200:9.8877339e−005 201:0.0028779099 202:−0.0036701721 203:0.00099803088

204:0.00068234798 205:0.002192216 206:0.0033146022 207:0.00050616561 208:−0.0031757453

209:0.0028448526 210:0.00092352234 211:−0.0022140611 212:−0.0013608048 213:0.0051376815

214:−0.0017870248 215:−0.0027518668 216:0.00043837572 217:−0.027317183 218:−0.024619192

219:−0.01382506 220:−0.015382294 221:−0.016386922 222:−0.0094594397 223:−0.0056853383

224:−0.00050634646 225:−0.00087913428 226:−0.023968795 227:−0.0034698097

228:−0.0016731552 229:0.00047607321 230:−0.011432272.231:−0.00036644109 232:−0.0025967851

233:0.0015593689 234:−0.0042631673 235:−0.0053286692 236:−0.0059999214 237:−0.087129325

238:−0.063751429 239:−0.0045496477 240:−0.0073839114 241:0.0014150206 242:−0.0042075687

243:−0.0022374168 244:−0.041910719 245:−0.030919394 246:−0.049301699 247:−0.019442754

248:−0.0019611341 249:−0.0072449106 250:−0.0051453672 251:−0.0072873179 252:−0.005927789

253:−0.0018599511 254:−0.017141052 255:−0.023494685 256:−0.01788312 257:−0.01943502

258:−0.0060224077 259:−0.0073500308 260:−0.0064477329 261:−0.0002986097 262:−0.0014349599

263:−0.0020359957 264:−0.0082596857 265:−0.006963369 266:−0.0016096481 267:−0.0083991755

268:−0.046351645 269:−0.046128571 270:−0.011141608 271:0.0020650877 272:−0.0010642689

273:−0.018076098 274:−0.016929928 275:−0.0052876701 276:−0.0025432054 277:−0.04111632

278:−0.031511344 279:−0.019488858 280:−0.0036160324 281:−0.032332413 282:−0.023754911

283:−0.0030713808 284:−0.033357695 285:−0.027144579 286:−0.0093234172 287:−0.0091438433

288:0.00080924761 289:−0.0040808818 290:−0.00058058492 291:0.00025530611

292:0.00042821659 293:−0.0017559038 294:0.00030293313 295:−0.0004816725

296:−0.00057298481 297:−0.00086739491 298:0.0020803961 299:0.00010370808 300:0.00075778627

301:0.00074104586 302:−0.00021793939 303:0.0013351805 304:−0.0006143825

305:0.0025815656 306:7.1731614e−005 307:−0.0052312948 308:−0.00063595735

309:0.0015091125 310:−0.00024647679 311:−0.0050271503 312:−0.00065122027

313:−0.00070704299 314:−0.0038100008 315:0.0022923627 316:0.0019759815 317:0.00079242635

318:0.0045642676 319:0.001573379 320:0.0015903091 321:0.00074843148 322:−0.00091753813

323:0.0021253934 324:0.0013280844 325:−0.0030691659 326:−0.0033078301 327:0.0012743858

328:0.0024482214 329:0.0018192574 330:0.0026370357 331:0.0017312634 332:0.00066732749

333:0.00034391912 334:0.0037949879 335:0.0018411272 336:0.0051615993 337:0.0017553387

338:−0.0027431778 339:−0.0055160136 340:0.0031345901 #

−0.0019987040978036159 1:−5.5317745 2:−3.2781949 3:1.4514818 4:4.4336934 5:0.22635397

6:2.3636923 7:2.9700732 8:−0.24828267 9:−2.3608406 10:−1.9967079 11:−0.73264194

12:1.0981561 13:−1.8951033 14:0.55268621 15:1.5258482 16:0.17173247 17:0.14921966

18:0.91354114 19:1.1576183 20:0.82168186 21:−0.59960753 22:−0.3806065 23:0.036252648

24:0.40446517 25:−0.041981112 26:0.5394733 27:0.10547557 28:−0.18626553 29:0.43777582

30:−1.2531258 31:−0.57186949 32:0.10621319 33:0.55403918 34:−0.30708826 35:0.042276658

36:−0.97170401 37:1.5680649 38:−0.35357198 39:−0.31896117 40:0.1885691 41:0.14435399

42:−0.80022198 43:0.050054323 44:0.21044557 45:0.9939636 46:0.016742287 47:−0.0084441807

48:0.42134136 49:−1.3300655 50:0.14887142 51:−1.5286498 52:1.0831087 53:0.01669452

54:−1.0117697 55:−1.5333623 56:−0.23926201 57:1.1092873 58:−0.30872497 59:−0.0068817809

60:−0.08816056 61:−0.23867473 62:0.14579196 63:0.93483233 64:−1.314449 65:0.67001724

66:−0.43909997 67:−0.21468382 68:−0.029038141 69:0.6566391 70:0.66849053 71:−0.68139273

72:−0.19444059 73:1.0253628 74:−0.39257091 75:0.16086669 76:0.59910434 77:−0.099923208

78:−1.3054628 79:−1.3442253 80:1.4393352 81:0.25903618 82:−0.08239346 83:−0.32068664

84:0.9061048 85:−0.81428427 86:0.10483883 87:0.78024024 88:−0.28707725 89:0.37337458

90:0.26700154 91:−0.1439804 92:−0.77208322 93:−0.18243469 94:−0.67778766 95:0.43233031

96:0.08580488 97:0.50075346 98:−0.25803816 99:−0.60087615 100:0.17977718 101:0.009441345

102:0.20656237 103:−0.17051774 104:−0.11870009 105:0.17388996 106:−0.179243

107:−0.78554499 108:−0.83105779 109:−0.13264436 110:0.96408862 111:−0.10831727 112:0.10464411

113:−0.69846845 114:−0.63966185 115:0.1620747 116:0.22842549 117:−0.068682909

118:0.10341078 119:−0.37485048 120:0.18794569 121:−0.16108523 122:0.2544432

123:−0.087778352 124:−0.24145311 125:0.19625695 126:−0.41050631 127:0.46743992

128:−0.078798428 129:0.050098442 130:−0.11853292 131:−0.53845382 132:−0.191057 133:0.17174664

134:0.16784234 135:−0.28137264 136:−0.0036672305 137:9.853208e−005 138:−0.017125415

139:0.0062208101 140:0.00056613336 141:0.0012280536 142:−0.00039310646

143:−0.0063707544 144:0.0015248039 145:−0.0029345977 146:−0.00076821423 147:0.00013666278

148:−0.0051379474 149:0.0066761598 150:−0.0024066679 151:0.0038081626 152:−0.0011487631

153:−0.0020869875 154:−0.0023751855 155:1.1204498e−006 156:0.0039485889

157:−0.00011155871 158:0.00070337567 159:0.0012323871 160:0.0021008069 161:0.0028489598

162:0.00029079549 163:0.0020081406 164:0.0044465163 165:0.007065278 166:0.0012901861

167:0.0037493915 168:−0.0023597497 169:−0.00012567961 170:0.00047573209 171:7.8875659e−005

172:−0.0056320974 173:−0.0067036133 174:0.00017559867 175:0.001684437

176:−0.0034504069 177:0.0018235954 178:−0.001383971 179:0.0004998623 180:−0.00066253374

181:0.0015807585 182:0.00412085 183:0.0021063511 184:0.00072732504 185:−0.0012095358

186:−0.0030121093 187:−0.0020631803 188:−0.00068084424 189:0.0002527938

190:−0.0034640408 191:−0.00026976471 192:0.00097010034 193:−0.0011612385 194:−0.0015113452

195:0.00062438019 196:−0.00013164691 197:0.0020616048 198:0.0010445472

199:−0.0049765292 200:9.8877339e−005 201:0.0028779099 202:−0.0036701721 203:0.00099803088

204:0.00068234798 205:0.002192216 206:0.0033146022 207:0.00050616561 208:−0.0031757453

209:0.0028448526 210:0.00092352234 211:−0.0022140611 212:−0.0013608048 213:0.0051376815

214:−0.0017870248 215:−0.0027518668 216:0.00043837572 217:−0.027317183 218:−0.024619192

219:−0.01382506 220:−0.015382294 221:−0.016386922 222:−0.0094594397 223:−0.0056853383

224:−0.00050634646 225:−0.00087913428 226:−0.023968795 227:−0.0034698097

228:−0.0016731552 229:0.00047607321 230:−0.011432272 231:−0.00036644109 232:−0.0025967851

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338:−0.0027431778 339:−0.0055160136 340:0.0031345901 #

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338:−0.0027431778 339:−0.0055160136 340:0.0031345901 #

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6:4.1684113 7:−0.74741292 8:−3.0366001 9:3.0165656 10:0.36663359 11:0.090890579

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335:0.0018411272 336:0.0051615993 337:0.0017553387 338:−00.0027431778 339:−00.0055160136

340:0.0031345901 #

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335:0.0018411272 336:0.0051615993 337:0.0017553387 338:−0.0027431778 339:−0.0055160136

340:0.0031345901 #

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338:−0.0027431778 339:−0.0055160136 340:0.0031345901 #

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338:−0.0027431778 339:−0.0055160136 340:0.0031345901 #

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313:−0.00070704299 314:−0.0038100008 315:0.0022923627 316:0.0019759815 317:0.00079242635

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338:−0.0027431778 339:−0.0055160136 340:0.0031345901 #

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335:0.0018411272 336:0.0051615993 337:0.0017553387 338:−0.0027431778 339:−0.0055160136

340:0.0031345901 #

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154:−0.0023751855 155:1.1204498e−006 156:0.0039485889 157:−0.00011155871 158:0.00070337567

159:0.0012323871 160:0.0021008069 161:0.0028489598 162:0.00029079549 163:0.0020081406

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206:0.0033146022 207:0:00050616561 208:−0.0031757453 209:0.0028448526

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296:−0.00057298481 297:−0.00086739491 298:0.0020803961 299:0.00010370808 300:0.00075778627

301:0.00074104586 302:−0.00021793939 303:0.0013351805 304:−0.0006143825

305:0.0025815656 306:7.1731614e−005 307:−0.0052312948 308:−0.00063595735

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313:−0.00070704299 314:−0.0038100008 315:0.0022923627 316:0.0019759815 317:0.00079242635

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338:−0.0027431778 339:−0.0055160136 340:0.0031345901 #

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6:−3.12937 7:0.1210808 8:−1.4454924 9:2.8236961 10:1.1237521 11:−3.9188919 12:−2.4904826

13:2.0705259 14:−0.87547851 15:−1.8442463 16:0.21780729 17:2.4239211 18:1.4910609

19:−1.729903 20:2.1160944 21:−1.7531475 22:−0.63739741 23:0.51525068 24:−2.1273396

25:0.43934068 26:−1.0054997 27:−1.7345521 28:−0.25552028 29:0.75789368 30:−1.0863563

31:1.4560143 32:1.7285388 33:0.094971634 34:0.95385522 35:−0.35644263 36:0.83385187

37:−0.56441391 38:0.26436624 39:−1.6112218 40:−0.29825702 41:0.97394598 42:−0.066852339

43:0.05723669 44:−0.2698839 45:0.12173406 46:−0.052312899 47:−1.6940966 48:1.4239658

49:1.2168394 50:1.3187749 51:−0.8759495 52:−0.22878745 53:0.0077490155 54:0.91228098

55:0.33469588 56:0.29470313 57:0.13694796 58:−0.91457546 59:−0.60467321 60:0.67347729

61:−0.37298837 62:0.57097292 63:−0.22237512 64:−0.33819744 65:−0.72712189 66:−0.15334231

67:0.11498885 68:−0.916785 69:−0.51799488 70:−0.48970297 71:−0.80190605 72:−0.031837724

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123:0.18231007 124:−0.35971758 125:−0.13607821 126:0.3413052 127:0.022233941

128:−0.11121289 129:0.17808008 130:0.04543281 131:0.42961389 132:0.26634941 133:0.35952568

134:−0.14164415 135:0.59662807 136:−0.0036672305 137:9.853208e−005 138:−0.017125415

139:0.0062208101 140:0.00056613336 141:0.0012280536 142:−0.00039310646

143:−0.0063707544 144:0.0015248039 145:−0.0029345977 146:−0.00076821423 147:0.00013666278

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153:−0.0020869875 154:−0.0023751855 155:1.1204498e−006 156:0.0039485889

157:−0.00011155871 158:0.00070337567 159:0.0012323871 160:0.0021008069 161:0.0028489598

162:0.00029079549 163:0.0020081406 164:0.0044465163 165:0.007065278 166:0.0012901861

167:0.0037493915 168:−0.0023597497 169:−0.00012567961 170:0.00047573209 171:7.8875659e−005

172:−0.0056320974 173:−0.0067036133 174:0.00017559867 175:0.001684437

176:−0.0034504069 177:0.0018235954 178:−0.001383971 179:0.0004998623 180:−0.00066253374

181:0.0015807585 182:0.00412085 183:0.0021063511 184:0.00072732504 185:−0.0012095358

186:−0.0030121093 187:−0.0020631803 188:−0.00068084424 189:0.0002527938

190:−0.0034640408 191:−0.00026976471 192:0.00097010034 193:−0.0011612385 194:−0.0015113452

195:0.00062438019 196:−0.00013164691 197:0.0020616048 198:0.0010445472

199:−0.0049765292 200:9.8877339e−005 201:0.0028779099 202:−0.0036701721 203:0.00099803088

204:0.00068234798 205:0.002192216 206:0.0033146022 207:0.00050616561 208:−0.0031757453

209:0.0028448526 210:0.00092352234 211:−0.0022140611 212:−0.0013608048 213:0.0051376815

214:−0.0017870248 215:−0.0027518668 216:0.00043837572 217:−0.027317183 218:−0.024619192

219:−0.01382506 220:−0.015382294 221:−0.016386922 222:−0.0094594397 223:−0.0056853383

224:−0.00050634646 225:−0.00087913428 226:−0.023968795 227:−0.0034698097

228:−0.0016731552 229:0.00047607321 230:−0.011432272 231:−0.00036644109 232:−0.0025967851

233:0.0015593689 234:−0.0042631673 235:−0.0053286692 236:−0.0059999214 237:−0.087129325

238:−0.063751429 239:−0.0045496477 240:−0.0073839114 241:0.0014150206 242:−0.0042075687

243:−0.0022374168 244:−0.041910719 245:−0.030919394 246:−0.049301699 247:−0.019442754

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253:−0.0018599511 254:−0.017141052 255:−0.023494685 256:−0.01788312 257:−0.01943502

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263:−0.0020359957 264:−0.0082596857 265:−0.006963369 266:−0.0016096481 267:−0.0083991755

268:−0.046351645 269:−0.046128571 270:−0.011141608 271:0.0020650877 272:−0.0010642689

273:−0.018076098 274:−0.016929928 275:−0.0052876701 276:−0.0025432054 277:−0.04111632

278:−0.031511344 279:−0.019488858 280:−0.0036160324 281:−0.032332413 282:−0.023754911

283:−0.0030713808 284:−0.033357695 285:−0.027144579 286:−0.0093234172 287:−0.0091438433

288:0.00080924761 289:−0.0040808818 290:−0.00058058492 291:0.00025530611

292:0.00042821659 293:−0.0017559038 294:0.00030293313 295:−0.0004816725

296:−0.00057298481 297:−0.00086739491 298:0.0020803961 299:0.00010370808 300:0.00075778627

301:0.00074104586 302:−0.00021793939 303:0.0013351805 304:−0.0006143825

305:0.0025815656 306:7.1731614e−005 307:−0.0052312948 308:−0.00063595735

309:0.0015091125 310:−0.00024647679 311:−0.0050271503 312:−0.00065122027

313:−0.00070704299 314:−0.0038100008 315:0.0022923627 316:0.0019759815 317:0.00079242635

318:0.0045642676 319:0.001573379 320:0.0015903091 321:0.00074843148 322:−0.00091753813

323:0.0021253934 324:0.0013280844 325:−0.0030691659 326:−0.0033078301 327:0.0012743858

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333:0.00034391912 334:0.0037949879 335:0.0018411272 336:0.0051615993 337:0.0017553387

338:−0.0027431778 339:−0.0055160136 340:0.0031345901 #

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6:−2.9492621 7:−2.3212342 8:−2.6703773 9:1.6562256 10:0.99037993 11:−1.6012954 12:−0.34458488

13:0.13430169 14:0.21423897 15:−1.2481678 16:−0.74102271 17:2.3277071 18:−0.68662477

19:−2.159126 20:0.51672584 21:0.24277323 22:0.73280674 23:1.1756219 24:0.25978401

25:0.63631743 26:1.7079741 27:2.0787354 28:−1.5707715 29:0.65416503 30:0.26913345

31:2.2607591 32:0.35912016 33:0.65344459 34:0.75340146 35:−0.57042199 36:−0.74616569

37:0.49215052 38:−0.49467999 39:0.41213545 40:0.45474479 41:−0.1624404 42:−0.15442291

43:−0.006333814 44:−0.83312565 45:−0.39217919 46:−1.3772601 47:0.84278703 48:−0.30854723

49:0.16744663 50:0.63391715 51:0.039532144 52:0.74026698 53:−0.42207003 54:−0.590087

55:−0.36480734 56:−0.69397259 57:0.26235241 58:−0.33095819 59:0.10752961 60:−0.31946054

61:0.14592922 62:0.65290701 63:0.52099472 64:−1.0849066 65:0.14312524 66:0.047710914

67:0.52469856 68:−0.45751137 69:0.21821585 70:−0.11044776 71:0.40490064 72:0.34637508

73:−0.50340813 74:−0.07373298 75:−0.21722183 76:0.55678886 77:0.44857395 78:−0.3983981

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85:−0.37174541 86:1.1881471 87:−0.17306812 88:−0.083240569 89:−0.54907328 90:0.32718092

91:−0.73995781 92:0.40705347 93:0.28813541 94:−0.26045853 95:−0.40955299 96:−0.12572637

97:−0.36811334 98:0.27649081 99:−0.29904482 100:−0.54955459 101:−0.37619653 102:−0.60832101

103:0.51092577 104:0.78697848 105:0.25848758 106:0.088439323 107:0.070940167

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125:−0.79357618 126:−0.13158225 127:−0.15878426 128:−0.27900419 129:−0.036468007

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135:−0.18717253 136:−0.0036672305 137:9.853208e−005 138:−0.017125415 139:0.0062208101

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153:−0.0020869875 154:−0.0023751855 155:1.1204498e−006 156:0.0039485889 157:−0.00011155871

158:0.00070337567 159:0.0012323871 160:0.0021008069 161:0.0028489598 162:0.00029079549

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177:0.0018235954 178:−0.001383971 179:0.0004998623 180:−0.00066253374 181:0.0015807585

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214:−0.0017870248 215:0.0027518668 216:0.00043837572 217:0.027317183 218:0.024619192

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305:0.0025815656 306:7.1731614e−005 307:−0.0052312948 308:−0.00063595735

309:0.0015091125 310:−0.00024647679 311:−0.0050271503 312:−0.00065122027

313:−0.00070704299 314:−0.0038100008 315:0.0022923627 316:0.0019759815 317:0.00079242635

318:0.0045642676 319:0.001573379 320:0.0015903091 321:0.00074843148 322:−0.00091753813

323:0.0021253934 324:0.0013280844 325:−0.0030691659 326:−0.0033078301 327:0.0012743858

328:0.0024482214 329:0.0018192574 330:0.0026370357 331:0.0017312634 332:0.00066732749

333:0.00034391912 334:0.0037949879 335:0.0018411272 336:0.0051615993 337:0.0017553387

338:−0.0027431778 339:−0.0055160136 340:0.0031345901 #

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6:−3.0121825 7:5.101213 8:1.347518 9:−3.5204203 10:2.21015 11:−5.8079023 12:−2.5663617

13:−0.33926055 14:2.6436672 15:−1.0706563 16:−0.81574434 17:−3.7340477 18:7.6981411

19:−2.4521976 20:−1.4685667 21:0.33123419 22:−9.4077196 23:−0.35484156 24:−0.17792068

25:−3.6837096 26:4.7119341 27:−5.0051475 28:1.248998 29:0.87546146 30:−1.9852268 31:−1.1443926

32:−1.4047424 33:0.22170831 34:−0.6524421 35:0.39878628 36:1.2928823 37:0.18981601

38:1.3192978 39:−1.4391513 40:−1.0323067 41:0.3658849 42:0.1672495 43:1.9239275

44:−1.1866595 45:−0.21402705 46:0.64624435 47:0.65488696 48:−1.2625316 49:−0.69013387

50:−0.32074571 51:0.27624661 52:−0.064966165 53:1.1192961 54:−0.32037497 55:0.49531639

56:−0.92731094 57:−0.63326555 58:−0.23282745 59:0.37688258 60:−0.067128718 61:0.65384096

62:0.18629821 63:−0.20528869 64:0.18397641 65:0.31394571 66:−0.36168703 67:0.23028509

68:−0.41653144 69:0.46200734 70:−0.18024899 71:−0.099146627 72:−0.84744304 73:−0.043899365

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338:−0.0027431778 339:−0.0055160136 340:0.0031345901 #

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338:−0.0027431778 339:−0.0055160136 340:0.0031345901 #

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338:−0.0027431778 339:−0.0055160136 340:0.0031345901 #

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335:0.0018411272 336:0.0051615993 337:0.0017553387 338:−0.0027431778 339:−0.0055160136

340:0.0031345901 #

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6:1.546693 7:4.3594489 8:2.2675736 9:−7.5672388 10:3.2643189 11:7.6341481 12:−1.8415549

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338:−0.0027431778 339:−0.0055160136 340:0.0031345901 #

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6:5.5449471 7:0.26657972 8:−1.4545244 9:−0.12112358 10:0.36736658 11:1.3500887

12:2.6143444 13:0.8353107 14:0.6069836 15:−0.57392049 16:−1.7705781 17:0.074982144

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273:−0.018076098 274:−0.016929928 275:−0.0052876701 276:−0.0025432054 277:−0.04111632

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296:−0.00057298481 297:−0.00086739491 298:0.0020803961 299:0.00010370808 300:0.00075778627

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305:0.0025815656 306:7.1731614e−005 307:−0.0052312948 308:−0.00063595735

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313:−0.00070704299 314:−0.0038100008 315:0.0022923627 316:0.0019759815 317:0.00079242635

318:0.0045642676 319:0.001573379 320:0.0015903091 321:0.00074843148 322:−0.00091753813

323:0.0021253934 324:0.0013280844 325:−0.0030691659 326:−0.0033078301 327:0.0012743858

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338:−0.0027431778 339:−0.0055160136 340:0.0031345901 #

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6:8.3793383 7:1.91558 8:2.890739 9:3.0715823 10:−3.6336942 11:5.559761 12:−6.221118

13:7.0444469 14:11.942661 15:−3.5210028 16:3.0451481 17:0.8645637 18:0.90090793

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37:−0.36969551 38:−1.4717805 39:0.4519023 40:−0.55164379 41:2.1655481 42:0.56525373

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159:0.0012323871 160:0.0021008069 161:0.0028489598 162:0.00029079549 163:0.0020081406

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201:0.0028779099 202:−0.0036701721 203:0.00099803088 204:0.00068234798 205:0.002192216

206:0.0033146022 207:0.00050616561 208:−0.0031757453 209:0.0028448526

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263:−0.0020359957 264:−0.0082596857 265:−0.006963369 266:−0.0016096481 267:−0.0083991755

268:−0.046351645 269:−0.046128571 270:−0.011141608 271:−0.0020650877 272:−0.0010642689

273:−0.018076098 274:−0.016929928 275:−0.0052876701 276:−0.0025432054 277:−0.04111632

278:−0.031511344 279:−0.019488858 280:−0.0036160324 281:−0.032332413 282:−0.023754911

283:−0.0030713808 284:−0.033357695 285:−0.027144579 286:−0.0093234172 287:−0.0091438433

288:0.00080924761 289:−0.0040808818 290:−0.00058058492 291:0.00025530611

292:0.00042821659 293:−0.0017559038 294:0.00030293313 295:−0.0004816725

296:−0.00057298481 297:−0.00086739491 298:0.0020803961 299:0.00010370808 300:0.00075778627

301:0.00074104586 302:−0.00021793939 303:0.0013351805 304:−0.0006143825

305:0.0025815656 306:7.1731614e−005 307:−0.0052312948 308:−0.00063595735

309:0.0015091125 310:−0.00024647679 311:−0.0050271503 312:−0.00065122027

313:−0.00070704299 314:−0.0038100008 315:0.0022923627 316:0.0019759815 317:0.00079242635

318:0.0045642676 319:0.001573379 320:0.0015903091 321:0.00074843148 322:−0.00091753813

323:0.0021253934 324:0.0013280844 325:−0.0030691659 326:−0.0033078301 327:0.0012743858

328:0.0024482214 329:0.0018192574 330:0.0026370357 331:0.0017312634 332:0.00066732749

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338:−0.0027431778 339:−0.0055160136 340:0.0031345901 #

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6:4.471509 7:1.2204065 8:−1.250452 9:−0.63588476 10:−2.9151223 11:1.88151 12:0.55072552

13:−0.24201356 14:1.4921519 15:4.6928411 16:−1.2068832 17:−1.4440265 18:2.1307447

19:−0.056857955 20:0.72109979 21:0.98974639 22:0.18897299 23:0.70602745 24:−1.4431446

25:1.2278879 26:−0.92486399 27:−0.64960492 28:0.42849684 29:0.57922465 30:0.13556732

31:0.04900476 32:0.78963053 33:−0.3302474 34:1.5677528 35:−0.25550574 36:−0.019869922

37:−0.33791691 38:−0.53458244 39:−0.43368188 40:1.0035195 41:−0.61409533 42:−1.4128333

43:1.3993968 44:−0.30553368 45:0.3655259 46:1.4206858 47:−0.82553267 48:0.17962474

49:−0.0064832438 50:−0.17397274 51:0.60829043 52:0.30540645 53:−0.36179671 54:0.2895571

55:1.2090135 56:−0.69002241 57:−0.37445688 58:−0.81388384 59:−0.9509446 60:−1.4237492

61:0.69672018 62:−0.40041146 63:0.13335143 64:−0.22215128 65:−0.31002694 66:0.86585885

67:0.90976191 68:0.70821398 69:0.20594257 70:0.28823617 71:0.41324094 72:0.44531196

73:−0.38454822 74:0.423778 75:−0.34325457 76:−0.054807279 77:0.64922255 78:−1.0403811

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91:0.2333052 92:−0.42803776 93:−0.044403497 94:0.17142425 95:0.79691029 96:−0.3843385

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134:−0.12486257 135:−0.48811859 136:−0.0036672305 137:9.853208e−005 138:−0.017125415

139:0.0062208101 140:0.00056613336 141:0.0012280536 142:−0.00039310646

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153:−0.0020869875 154:−0.0023751855 155:1.1204498e−006 156:0.0039485889

157:−0.00011155871 158:0.00070337567 159:0.0012323871 160:0.0021008069 161:0.0028489598

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176:−0.0034504069 177:0.0018235954 178:−0.001383971 179:0.0004998623 180:−0.00066253374

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195:0.00062438019 196:−0.00013164691 197:0.0020616048 198:0.0010445472

199:−0.0049765292 200:9.8877339e−005 201:0.0028779099 202:−0.0036701721 203:0.00099803088

204:0.00068234798 205:0.002192216 206:0.0033146022 207:0.00050616561 208:−0.0031757453

209:0.0028448526 210:0.00092352234 211:−0.0022140611 212:−0.0013608048 213:0.0051376815

214:−0.0017870248 215:−0.0027518668 216:0.00043837572 217:−0.027317183 218:−0.024619192

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305:0.0025815656 306:7.1731614e−005 307:−0.0052312948 308:−0.00063595735

309:0.0015091125 310:−0.00024647679 311:−0.0050271503 312:−0.00065122027

313:−0.00070704299 314:−0.0038100008 315:0.0022923627 316:0.0019759815 317:0.00079242635

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323:0.0021253934 324:0.0013280844 325:−0.0030691659 326:−0.0033078301 327:0.0012743858

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338:−0.0027431778 339:−0.0055160136 340:0.0031345901 #

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6:−4.5035233 7:3.6753259 8:1.7877527 9:−0.5697372 10:−3.8303387 11:0.54380357 12:0.98700315

13:−2.3476851 14:0.22088082 15:−0.25059032 16:1.7471974 17:1.6776427 18:−0.41471028

19:−0.1232703 20:−0.28474811 21:0.86388719 22:−1.7560869 23:−0.21651681 24:1.5879062

25:2.5298426 26:0.18274429 27:0.93223476 28:−0.68994981 29:0.58218873 30:−0.33872893

31:0.060827699 32:−0.68644226 33:0.32874823 34:0.45281684 35:−0.79672253 36:−0.75384116

37:−1.4258924 38:0.48256019 39:0.79279554 40:0.2963959 41:−0.28191131 42:−1.4866642

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49:−1.136531 50:0.62042958 51:−1.1368109 52:−1.3643904 53:−3.218905 54:0.85185713

55:1.6619301 56:−1.2445153 57:−0.015923033 58:0.56667179 59:0.14499521 60:1.221099

61:0.59760261 62:−1.1682231 63:−1.0689197 64:−0.12711421 65:−0.28777412 66:0.16776499

67:−0.4115392 68:−0.82982016 69:0.2006533 70:−0.17664079 71:0.083957829 72:−1.1858773

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91:0.45387119 92:0.6748569 93:−0.70448226 94:0.34613639 95:0.41215506 96:0.011098406

97:−0.05687581 98:0.2185836 99:0.035946041 100:0.30100411 101:−0.93043023 102:−0.08193785

103:1.0971287 104:0.11226976 105:0.39689255 106:0.75860739 107:0.1140068 108:−0.19236445

109:−0.39832118 110:0.027373783 111:0.23604588 112:−0.1271385 113:−0.42327589

114:0.62857467 115:0.075037517 116:0.10440345 117:−0.30189478 118:0.33006802

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124:−0.45198298 125:0.093402192 126:−0.22966436 127:0.23876883 128:−0.20838569 129:0.15961587

130:−0.028421296 131:−0.1161066 132:−0.073261589 133:0.036725137 134:0.042099621

135:0.19322306 136:−0.0036672305 137:9.853208e−005 138:−0.017125415 139:0.0062208101

140:0.00056613336 141:0.0012280536 142:−0.00039310646 143:−0.0063707544

144:0.0015248039 145:−0.0029345977 146:−0.00076821423 147:0.00013666278

148:−0.0051379474 149:0.0066761598 150:−0.0024066679 151:0.0038081626 152:−0.0013487631

153:−0.0020869875 154:−0.0023751855 155:1.1204498e−006 156:0.0039485889 157:−0.00011155871

158:0.00070337567 159:0.0012323871 160:0.0021008069 161:0.0028489598 162:0.00029079549

163:0.0020081406 164:0.0044465163 165:0.007065278 166:0.0012901861 167:0.0037493915

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335:0.0018411272 336:0.0051615993 337:0.0017553387 338:−0.0027431778 339:−0.0055160136

340:0.0031345901 #

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335:0.0018411272 336:0.0051615993 337:0.0017553387 338:−0.0027431778 339:−0.0055160136

340:0.0031345901 #

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338:−0.0027431778 339:−0.0055160136 340:0.0031345901 #

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313:−0.00070704299 314:−0.0038100008 315:0.0022923627 316:0.0019759815 317:0.00079242635

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338:−0.0027431778 339:−0.0055160136 340:0.0031345901 #

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338:−0.0027431778 339:−0.0055160136 340:0.0031345901 #

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6:−1.557755 7:−3.9043965 8:−0.30472508 9:0.2361026 10:0.85410559 11:3.0135179 12:0.60649604

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340:0.0031345901 #

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340:0.0031345901 #

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330:0.0026370357 331:0.0017312634 332:0.00066732749 333:0.00034391912 334:0.0037949879

335:0.0018411272 336:0.0051615993 337:0.0017553387 338:−0.0027431778 339:−0.0055160136

340:0.0031345901 #

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6:5.9160895 7:5.429513 8:2.0746083 9:−4.2725348 10:−4.7335415 11:1.0379436 12:5.0396523

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20:1.0887364 21:1.1883737 22:0.69489425 23:0.91156578 24:0.8202377 25:1.1617807

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338:−0.0027431778 339:−0.0055160136 340:0.0031345901 #

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335:0.0018411272 336:0.0051615993 337:0.0017553387 338:−0.0027431778 339:−0.0055160136

340:0.0031345901 #

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338:−0.0027431778 339:−0.0055160136 340:0.0031345901 #

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340:0.0031345901 #

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338:−0.0027431778 339:−0.0055160136 340:0.0031345901 #

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340:0.0031345901 #

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289:−0.0040808818 290:−0.00058058492 291:0.00025530611 292:0.00042821659

293:−0.0017559038 294:0.00030293313 295:−0.0004816725 296:−0.00057298481 297:−0.00086739491

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311:−0.0050271503 312:−0.00065122027 313:−0.00070704299 314:−0.0038100008 315:0.0022923627

316:0.0019759815 317:0.00079242635 318:0.0045642676 319:0.001573379 320:0.0015903091

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330:0.0026370357 331:0.0017312634 332:0.00066732749 333:0.00034391912 334:0.0037949879

335:0.0018411272 336:0.0051615993 337:0.0017553387 338:−0.0027431778 339:−0.0055160136

340:0.0031345901 #

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6:5.9739404 7:−4.5711613 8:2.2052009 9:−5.2465138 10:−0.67647785 11:1.0394732 12:2.7295601

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37:0.96436918 38:−0.86943996 39:−0.1857571 40:−0.052335016 41:0.77989316 42:1.9585305

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61:−0.31638002 62:0.1136407 63:−0.524584 64:0.49817708 65:−0.77622032 66:0.67375588

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139:0.0062208101 140:0.00056613336 141:0.0012280536 142:−0.00039310646

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153:−0.0020869875 154:−0.0023751855 155:1.1204498e−006 156:0.0039485889

157:−0.00011155871 158:0.00070337567 159:0.0012323871 160:0.0021008069 161:0.0028489598

162:0.00029079549 163:0.0020081406 164:0.0044465163 165:0.007065278 166:0.0012901861

167:0.0037493915 168:−0.0023597497 169:−0.00012567961 170:0.00047573209 171:7.8875659e−005

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176:−0.0034504069 177:0.0018235954 178:−0.001383971 179:0.0004998623 180:−0.00066253374

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186:−0.0030121093 187:−0.0020631803 188:−0.00068084424 189:0.0002527938

190:−0.0034640408 191:−0.00026976471 192:0.00097010034 193:−0.0011612385 194:−0.0015113452

195:0.00062438019 196:−0.00013164691 197:0.0020616048 198:0.0010445472

199:−0.0049765292 200:9.8877339e−005 201:0.0028779099 202:−0.0036701721 203:0.00099803088

204:0.00068234798 205:0.002192216 206:0.0033146022 207:0.00050616561 208:−0.0031757453

209:0.0028448526 210:0.00092352234 211:−0.0022140611 212:−0.0013608048 213:0.0051376815

214:−0.0017870248 215:−0.0027518668 216:0.00043837572 217:−0.027317183 218:−0.024619192

219:−0.01382506 220:−0.015382294 221:−0.016386922 222:−0.0094594397 223:−0.0056853383

224:−0.00050634646 225:−0.00087913428 226:−0.023968795 227:−0.0034698097

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233:0.0015593689 234:−0.0042631673 235:−0.0053286692 236:−0.0059999214 237:−0.087129325

238:−0.063751429 239:−0.0045496477 240:−0.0073839114 241:0.0014150206 242:−0.0042075687

243:−0.0022374168 244:−0.041910719 245:−0.030919394 246:−0.049301699 247:−0.019442754

248:−0.0019611341 249:−0.0072449106 250:−0.0051453672 251:−0.0072873179 252:−0.005927789

253:−0.0018599511 254:−0.017141052 255:−0.023494685 256:−0.01788312 257:−0.01943502

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263:−0.0020359957 264:−0.0082596857 265:−0.006963369 266:−0.0016096481 267:−0.0083991755

268:−0.046351645 269:−0.046128571 270:−0.011141608 271:0.0020650877 272:−0.0010642689

273:−0.018076098 274:−0.016929928 275:−0.0052876701 276:−0.0025432054 277:−0.04111632

278:−0.031511344 279:−0.019488858 280:−0.0036160324 281:−0.032332413 282:−0.023754911

283:−0.0030713808 284:−0.033357695 285:−0.027144579 286:−0.0093234172 287:−0.0091438433

288:0.00080924761 289:−0.0040808818 290:−0.00058058492 291:0.00025530611

292:0.00042821659 293:−0.0017559038 294:0.00030293313 295:−0.0004816725

296:−0.00057298481 297:−0.00086739491 298:0.0020803961 299:0.00010370808 300:0.00075778627

301:0.00074104586 302:−0.00021793939 303:0.0013351805 304:−0.0006143825

305:0.0025815656 306:7.1731614e−005 307:−0.0052312948 308:−0.00063595735

309:0.0015091125 310:−0.00024647679 311:−0.0050271503 312:−0.00065122027

313:−0.00070704299 314:−0.0038100008 315:0.0022923627 316:0.0019759815 317:0.00079242635

318:0.0045642676 319:0.001573379 320:0.0015903091 321:0.00074843148 322:−0.00091753813

323:0.0021253934 324:0.0013280844 325:−0.0030691659 326:−0.0033078301 327:0.0012743858

328:0.0024482214 329:0.0018192574 330:0.0026370357 331:0.0017312634 332:0.00066732749

333:0.00034391912 334:0.0037949879 335:0.0018411272 336:0.0051615993 337:0.0017553387

338:−0.0027431778 339:−0.0055160136 340:0.0031345901 #

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6:−11.99882 7:−1.5156378 8:4.1527638 9:−0.18030602 10:−1.1761832 11:5.4542184 12:2.0691378

13:−1.6560538 14:0.79019296 15:1.8808135 16:1.9049292 17:1.8592358 18:−2.1669643

19:−0.048648611 20:−2.5740819 21:−0.70472515 22:0.8201015 23:0.71556932 24:−1.80097

25:−2.5610666 26:0.59389859 27:−0.78396356 28:0.11526062 29:−0.09563344 30:−2.0597372

31:0.75164664 32:1.7167188 33:−0.8780849 34:−0.94556618 35:3.2067571 36:−0.55151516

37:−1.2391465 38:−1.4040649 39:−2.0579765 40:−0.10920454 41:1.5984117 42:1.5354701

43:2.2374403 44:1.6578482 45:−0.069791123 46:0.43039051 47:0.53295434 48:0.75136089

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55:0.69614094 56:0.54208493 57:−0.83017355 58:−0.029540086 59:1.9364667 60:−0.29958665

61:0.17397369 62:0.79381496 63:−1.6109239 64:0.96843368 65:0.052511267 66:0.11731391

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85:0.18312415 86:0.71563566 87:0.82202756 88:−0.67771763 89:0.029627522 90:−0.11528786

91:−0.32177019 92:0.036026612 93:−0.29614452 94:0.58259195 95:0.59359843 96:−0.1144006

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133:−0.085055254 134:0.082705922 135:−0.012115293 136:−0.0036672305 137:9.853208e−005

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152:−0.0013487631 153:−0.0020869875 154:−0.0023751855 155:1.1204498e−006

156:0.0039485889 157:−0.00011155871 158:0.00070337567 159:0.0012323871

160:0.0021008069 161:0.0028489598 162:0.00029079549 163:0.0020081406 164:0.0044465163

165:0.007065278 166:0.0012901861 167:0.0037493915 168:−0.0023597497 169:−0.00012567961

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202:−0.0036701721 203:0.00099803088 204:0.00068234798 205:0.002192216 206:0.0033146022

207:0.00050616561 208:−0.0031757453 209:0.0028448526 210:0.00092352234

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216:0.00043837572 217:−0.027317183 218:−0.024619192 219:−0.01382506 220:−0.015382294

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239:−0.0045496477 240:−0.0073839114 241:0.0014150206 242:−0.0042075687 243:−0.0022374168

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269:−0.046128571 270:−0.011141608 271:0.0020650877 272:−0.0010642689 273:−0.018076098

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293:−0.0017559038 294:0.00030293313 295:−0.0004816725 296:−0.00057298481 297:−0.00086739491

298:0.0020803961 299:0.00010370808 300:0.00075778627 301:0.00074104586

302:−0.00021793939 303:0.0013351805 304:−0.0006143825 305:0.0025815656 306:7.1731614e−005

307:−0.0052312948 308:−0.00063595735 309:0.0015091125 310:−0.00024647679

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316:0.0019759815 317:0.00079242635 318:0.0045642676 319:0.001573379 320:0.0015903091

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325:−0.0030691659 326:−0.0033078301 327:0.0012743858 328:0.0024482214 329:0.0018192574

330:0.0026370357 331:0.0017312634 332:0.00066732749 333:0.00034391912 334:0.0037949879

335:0.0018411272 336:0.0051615993 337:0.0017553387 338:−0.0027431778 339:−0.0055160136

340:0.0031345901 #

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6:0.13495214 7:2.4636238 8:0.043804433 9:−0.12212539 10:−3.6037035 11:−0.16387007

12:2.1024275 13:−0.8426888 14:−0.28110489 15:−1.0565786 16:1.7971499 17:0.89108872

18:−0.19204256 19:−0.37601933 20:0.29086679 21:−0.93570775 22:0.9933148 23:0.49556109

24:0.30878216 25:−0.06323579 26:1.3881254 27:1.156985 28:−0.836025 29:1.0145077

30:−0.14229111 31:−0.17155382 32:−0.026234334 33:−1.2460279 34:−1.0607399 35:−2.3045077

36:0.15773092 37:−1.859993 38:1.3026433 39:−1.4954717 40:0.91123676 41:1.6476334

42:−0.016044997 43:1.1311302 44:0.65482485 45:−0.50996262 46:0.20572463 47:0.20633431

48:0.9185195 49:−0.0069128866 50:−0.8106612 51:0.44928578 52:1.769662 53:0.28103986

54:−0.39396164 55:0.82345629 56:−0.58649194 57:0.011862372 58:−0.77182484 59:−1.0363826

60:0.64749193 61:0.57068056 62:−0.73007858 63:−0.097035326 64:−0.10577562 65:−0.12638293

66:0.89023834 67:−0.20933913 68:0.59134924 69:1.16711 70:0.092131026 71:0.64477086

72:−0.56461102 73:0.98778188 74:0.59265774 75:−0.39949697 76:−0.89452052 77:−1.2504236

78:0.47944611 79:0.56021106 80:0.039773744 81:−0.26168171 82:0.69073153 83:−0.76336658

84:−0.085453652 85:−1.1681105 86:−0.9619711 87:1.0533458 88:−0.65426141 89:−0.50253868

90:−0.50269806 91:−0.13963236 92:−0.50752902 93:0.15625508 94:−0.62914884 95:−0.3012099

96:0.4230749 97:−0.089510016 98:0.26636773 99:0.8350811 100:0.84154308 101:−0.38260472

102:−0.34248057 103:−0.85043406 104:0.36148816 105:0.27237701 106:0.72118211

107:−0.17630355 108:−0.042348653 109:0.92093176 110:−0.2516692 111:−0.23777437 112:−0.24916553

113:0.11487173 114:−0.052202534 115:0.24373937 116:0.32101712 117:−0.082912222

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340:0.0031345901 #

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313:−0.00070704299 314:−0.0038100008 315:0.0022923627 316:0.0019759815 317:0.00079242635

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338:−0.0027431778 339:−0.0055160136 340:0.0031345901 #

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6:−5.3180451 7:0.0458709 8:−0.33030915 9:1.79348 10:−1.4856584 11:1.9551603 12:0.15802991

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288:0.00080924761 289:−0.0040808818 290:−0.00058058492 291:0.00025530611

292:0.00042821659 293:−0.0017559038 294:0.00030293313 295:−0.0004816725

296:−0.00057298481 297:−0.00086739491 298:0.0020803961 299:0.00010370808 300:0.00075778627

301:0.00074104586 302:−0.00021793939 303:0.0013351805 304:−0.0006143825

305:0.0025815656 306:7.1731614e−005 307:−0.0052312948 308:−0.00063595735

309:0.0015091125 310:−0.00024647679 311:−0.0050271503 312:−0.00065122027

313:−0.00070704299 314:−0.0038100008 315:0.0022923627 316:0.0019759815 317:0.00079242635

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338:−0.0027431778 339:−0.0055160136 340:0.0031345901 #

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6:−10.957071 7:−1.3562635 8:1.5278653 9:1.908803 10:1.5891732 11:1.9105272 12:−1.7403718

13:0.79528445 14:1.4411625 15:2.055773 16:−0.47434691 17:0.84861767 18:0.96878743

19:1.2661024 20:0.39621857 21:0.02885787 22:−2.1331224 23:1.1653996 24:1.7666892

25:−0.5342958 26:−0.058051892 27:0.22720467 28:−1.8131837 29:−0.33533868 30:0.51968986

31:−2.8554194 32:−0.39893693 33:−1.3069463 34:−1.2616062 35:−0.50449288 36:−0.30745259

37:0.78427112 38:−1.7781194 39:−3.1630948 40:1.5530428 41:−0.52526122 42:−1.3863609

43:−0.75657463 44:1.3458173 45:−0.41903311 46:−0.60242832 47:−0.73190629 48:−1.1985373

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55:0.30320728 56:0.59947592 57:−0.57867312 58:−0.31572407 59:0.67291749 60:−0.25184411

61:−0.12825929 62:0.14712813 63:0.072493941 64:−0.93540007 65:0.23385698 66:1.2352091

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338:−0.0027431778 339:−0.0055160136 340:0.0031345901 #

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6:2.5474527 7:−4.9610643 8:−0.55181468 9:−0.79765153 10:2.3832989 11:0.10773348

12:1.0693098 13:−1.2152728 14:0.79049957 15:0.0099222139 16:−1.4971162 17:−2.0980864

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24:1.3510978 25:−1.3417459 26:0.16030331 27:1.2561779 28:0.30793247 29:−1.5139967

30:−1.4691375 31:−0.77589041 32:−0.13834539 33:0.60559732 34:−0.23270255 35:−0.91066253

36:1.1967326 37:−0.38090953 38:0.92491049 39:0.22646277 40:0.0545705 41:−0.51402158

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54:0.15448236 55:0.22208098 56:−0.96829629 57:−0.81633997 58:0.69672573 59:0.43771729

60:−0.33384237 61:−0.30339918 62:−0.23418264 63:−1.0594679 64:−0.28116763 65:−1.0582877

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105:−0.5221678 106:−0.44072565 107:−0.13892123 108:0.32019505 109:−0.5990485 110:−0.065223642

111:−0.8375352 112:0.60072982 113:0.99915087 114:−0.0082924906 115:−0.51159799

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136:−0.0036672305 137:9.853208e−005 138:−0.017125415 139:0.0062208101 140:0.00056613336

141:0.0012280536 142:−0.00039310646 143:−0.0063707544 144:0.0015248039

145:−0.0029345977 146:−0.00076821423 147:0.00013666278 148:−0.0051379474 149:0.0066761598

150:−0.0024066679 151:0.0038081626 152:−0.0013487631 153:−0.0020869875

154:−0.0023751855 155:1.1204498e−006 156:0.0039485889 157:−0.00011155871 158:0.00070337567

159:0.0012323871 160:0.0021008069 161:0.0028489598 162:0.00029079549 163:0.0020081406

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169:−0.00012567961 170:0.00047573209 171:7.8875659e−005 172:−0.0056320974

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301:0.00074104586 302:−0.00021793939 303:0.0013351805 304:−0.0006143825

305:0.0025815656 306:7.1731614e−005 307:−0.0052312948 308:−0.00063595735

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313:−0.00070704299 314:−0.0038100008 315:0.0022923627 316:0.0019759815 317:0.00079242635

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338:−0.0027431778 339:−0.0055160136 340:0.0031345901 #

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6:−2.332407 7:−3.5282142 8:−10.863458 9:2.4572353 10:−9.3228836 11:1.7616936 12:−1.5003358

13:−5.9558101 14:−5.6671357 15:1.9989141 16:0.0007951344 17:2.2202916 18:1.6051667

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25:−0.99105644 26:0.68109101 27:0.21133116 28:−0.1266762 29:−0.35163447 30:−0.48319864

31:−0.44588166 32:−0.81961346 33:0.4458102 34:0.25585374 35:0.22169833 36:0.50088394

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55:−0.11792875 56:0.014585208 57:0.10346211 58:0.086079985 59:0.13638112 60:−0.029077984

61:−0.066002205 62:−0.0022148392 63:−0.051324606 64:−0.23397739 65:0.030481266 66:0.039421767

67:0.14640144 68:0.054071993 69:−0.018368751 70:−0.0066018607 71:0.13411276

72:0.026797809 73:−0.10997321 74:0.010199982 75:0.1154227 76:−0.065298446

77:−0.0083012516 78:−0.037069004 79:0.10039674 80:0.071657665 81:0.12727965 82:−0.11805948

83:0.00066952186 84:−0.054706763 85:0.091746822 86:0.029696872 87:0.061503891

88:0.03245607 89:−0.052378852 90:0.077654056 91:−0.050794069 92:−0.060988717

93:−0.055440236 94:0.0037542861 95:0.073643796 96:0.039003935 97:0.06855385 98:0.015820434

99:0.021465937 100:0.0077944845 101:−0.0019617444 102:−0.044610556 103:−0.02758692

104:0.028581213 105:0.083054505 106:0.033804782 107:−0.032350469 108:0.096636586

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119:0.06729117 120:−0.047828618 121:0.0087301023 122:0.017425304 123:0.01092264

124:−0.034315046 125:0.012841884 126:−0.046630777 127:0.00085983245 128:0.022828637

129:0.017506592 130:0.0044898908 131:0.0091082333 132:−0.0030817804 133:−0.044458587

134:−0.033935066 135:0.019090308 136:−0.0036672305 137:9.853208e−005 138:−0.017125415

139:0.0062208101 140:0.00056613336 141:0.0012280536 142:−0.00039310646

143:−0.0063707544 144:0.0015248039 145:−0.0029345977 146:−0.00076821423 147:0.00013666278

148:−0.0051379474 149:0.0066761598 150:−0.0024066679 151:0.0038081626 152:−0.0013487631

153:−0.0020869875 154:−0.0023751855 155:1.1204498e−006 156:0.0039485889

157:−0.00011155871 158:0.00070337567 159:0.0012323871 160:0.0021008069 161:0.0028489598

162:0.00029079549 163:0.0020081406 164:0.0044465163 165:0.007065278 166:0.0012901861

167:0.0037493915 168:−0.0023597497 169:−0.00012567961 170:0.00047573209 171:7.8875659e−005

172:−0.0056320974 173:−0.0067036133 174:0.00017559867 175:0.001684437

176:−0.0034504069 177:0.0018235954 178:−0.001383971 179:0.0004998623 180:−0.00066253374

181:0.0015807585 182:0.00412085 183:0.0021063511 184:0.00072732504 185:−0.0012095358

186:−0.0030121093 187:−0.0020631803 188:−0.00068084424 189:0.0002527938

190:−0.0034640408 191:−0.00026976471 192:0.00097010034 193:−0.0011612385 194:−0.0015113452

195:0.00062438019 196:−0.00013164691 197:0.0020616048 198:0.0010445472

199:−0.0049765292 200:9.8877339e−005 201:0.0028779099 202:−0.0036701721 203:0.00099803088

204:0.00068234798 205:0.002192216 206:0.0033146022 207:0.00050616561 208:−0.0031757453

209:0.0028448526 210:0.00092352234 211:−0.0022140611 212:−0.0013608048 213:0.0051376815

214:−0.0017870248 215:−0.0027518668 216:0.00043837572 217:−0.027317183 218:−0.024619192

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224:−0.00050634646 225:−0.00087913428 226:−0.023968795 227:−0.0034698097

228:−0.0016731552 229:0.00047607321 230:−0.011432272 231:−0.00036644109 232:−0.0025967851

233:0.0015593689 234:−0.0042631673 235:−0.0053286692 236:−0.0059999214 237:−0.087129325

238:−0.063751429 239:−0.0045496477 240:−0.0073839114 241:0.0014150206 242:−0.0042075687

243:−0.0022374168 244:−0.041910719 245:−0.030919394 246:−0.049301699 247:−0.019442754

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253:−0.0018599511 254:−0.017141052 255:−0.023494685 256:−0.01788312 257:−0.01943502

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263:−0.0020359957 264:−0.0082596857 265:−0.006963369 266:−0.0016096481 267:−0.0083991755

268:−0.046351645 269:−0.046128571 270:−0.011141608 271:0.0020650877 272:−0.0010642689

273:−0.018076098 274:−0.016929928 275:−0.0052876701 276:−0.0025432054 277:−0.04111632

278:−0.031511344 279:−0.019488858 280:−0.0036160324 281:−0.032332413 282:−0.023754911

283:−0.0030713808 284:−0.033357695 285:−0.027144579 286:−0.0093234172 287:−0.0091438433

288:0.00080924761 289:−0.0040808818 290:−0.00058058492 291:0.00025530611

292:0.00042821659 293:−0.0017559038 294:0.00030293313 295:−0.0004816725

296:−0.00057298481 297:−0.00086739491 298:0.0020803961 299:0.00010370808 300:0.00075778627

301:0.00074104586 302:−0.00021793939 303:0.0013351805 304:−0.0006143825

305:0.0025815656 306:7.1731614e−005 307:0.0052312948 308:−0.00063595735

309:0.0015091125 310:−0.00024647679 311:−0.0050271503 312:−0.00065122027

313:−0.00070704299 314:−0.0038100008 315:0.0022923627 316:0.0019759815 317:0.00079242635

318:0.0045642676 319:0.001573379 320:0.0015903091 321:0.00074843148 322:−0.00091753813

323:0.0021253934 324:0.0013280844 325:−0.0030691659 326:−0.0033078301 327:0.0012743858

328:0.0024482214 329:0.0018192574 330:0.0026370357 331:0.0017312634 332:0.00066732749

333:0.00034391912 334:0.0037949879 335:0.0018411272 336:0.0051615993 337:0.0017553387

338:−0.0027431778 339:−0.0055160136 340:0.0031345901 #

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6:0.98526502 7:−3.7276006 8:−2.333333 9:−0.7626673 10:1.9041126 11:0.56286615 12:1.27456

13:−1.2070498 14:0.76551163 15:−1.425539 16:−1.9847383 17:−2.0789609 18:1.3220781

19:−0.015966244 20:1.4032682 21:−0.23330304 22:−0.94637066 23:−0.78442478 24:−0.38136712

25:−0.44472805 26:−0.95212942 27:0.25056025 28:−1.7206384 29:−1.8087838 30:0.83157372

31:0.91639489 32:1.6293341 33:0.61387813 34:−0.16359013 35:0.75835514 36:−0.092014663

37:0.92941236 38:0.35514775 39:0.31088394 40:−0.25040948 41:−0.1788341 42:−1.0098658

43:−1.4341083 44:−0.36132643 45:−0.64555091 46:0.057727657 47:−0.47578892 48:−0.47918755

49:−1.2079383 50:−0.050135203 51:−0.40510011 52:0.27559119 53:−1.9835401 54:−0.44731498

55:0.19911686 56:0.20567349 57:0.97765356 58:1.0810498 59:0.21141325 60:0.25757796

61:1.0486588 62:0.15312012 63:0.87443727 64:0.49931028 65:0.0023828757 66:0.50078958

67:−0.12524912 68:0.034663875 69:−1.2526684 70:−0.3739877 71:0.25519511 72:0.2986595

73:−0.08473713 74:−0.54999202 75:−0.89657128 76:−0.16769353 77:0.38914543 78:−0.33761916

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85:−0.14094087 86:−0.20809449 87:0.74054438 88:−0.25139296 89:1.1260117 90:−1.3143275

91:−0.46715069 92:0.57460195 93:−0.063116185 94:0.1029439 95:0.64652425 96:−0.20054601

97:0.12008557 98:−0.17232335 99:0.10496075 100:−0.054766476 101:−0.088421926 102:0.852938

103:−0.72469574 104:0.49914837 105:0.77904516 106:0.25209782 107:−0.011075819

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130:−0.071303368 131:−0.10474084 132:0.37541941 133:0.30259365 134:0.36427543 135:−0.12953481

136:−0.0036672305 137:9.853208e−005 138:−0.017125415 139:0.0062208101 140:0.00056613336

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154:−0.0023751855 155:1.1204498e−006 156:0.0039485889 157:−0.00011155871 158:0.00070337567

159:0.0012323871 160:0.0021008069 161:0.0028489598 162:0.00029079549 163:0.0020081406

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173:−0.0067036133 174:0.00017559867 175:0.001684437 176:−0.0034504069 177:0.0018235954

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187:−0.0020631803 188:−0.00068084424 189:0.0002527938 190:−0.0034640408 191:−0.00026976471

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196:−0.00013164691 197:0.0020616048 198:0.0010445472 199:−0.0049765292 200:9.8877339e−005

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206:0.0033146022 207:0.00050616561 208:−0.0031757453 209:0.0028448526

210:0.00092352234 211:−0.0022140611 212:−0.0013608048 213:−0.0051376815

214:−0.0017870248 215:−0.0027518668 216:0.00043837572 217:−0.027317183 218:−0.024619192

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263:−0.0020359957 264:−0.0082596857 265:−0.006963369 266:−0.0016096481 267:−0.0083991755

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273:−0.018076098 274:−0.016929928 275:−0.0052876701 276:−0.0025432054 277:−0.04111632

278:−0.031511344 279:−0.019488858 280:−0.0036160324 281:−0.032332413 282:−0.023754911

283:−0.0030713808 284:−0.033357695 285:−0.027144579 286:−0.0093234172 287:−0.0091438433

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296:−0.00057298481 297:−0.00086739491 298:0.0020803961 299:0.00010370808 300:0.00075778627

301:0.00074104586 302:−0.00021793939 303:0.0013351805 304:−0.0006143825

305:0.0025815656 306:7.1731614e−005 307:−0.0052312948 308:−0.00063595735

309:0.0015091125 310:−0.00024647679 311:−0.0050271503 312:−0.00065122027

313:−0.00070704299 314:−0.0038100008 315:0.0022923627 316:0.0019759815 317:0.00079242635

318:0.0045642676 319:0.001573379 320:0.0015903091 321:0.00074843148 322:−0.00091753813

323:0.0021253934 324:0.0013280844 325:−0.0030691659 326:−0.0033078301 327:0.0012743858

328:0.0024482214 329:0.0018192574 330:0.0026370357 331:0.0017312634 332:0.00066732749

333:0.00034391912 334:0.0037949879 335:0.0018411272 336:0.0051615993 337:0.0017553387

338:−0.0027431778 339:−0.0055160136 340:0.0031345901 #

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6:−6.4112816 7:1.5974257 8:−3.843544 9:−9.0954008 10:4.760253 11:−3.9502704 12:2.7603168

13:0.43952861 14:5.5260024 15:3.1865094 16:−6.4434667 17:−1.9002872 18:−6.7885156

19:0.16282603 20:0.52738881 21:−6.3669405 22:−1.5121588 23:0.72735524 24:−3.7408514

25:3.781415 26:−1.5523477 27:3.5449743 28:−0.18590957 29:5.2692285 30:0.36765394

31:−3.1490333 32:−0.66037738 33:1.007771 34:−0.61638629 35:0.74850076 36:1.2301011

37:−0.73134118 38:0.83485031 39:0.8798697 40:−1.2472433 41:0.93989688 42:−0.71822441

43:0.32871962 44:0.47559053 45:−0.90758634 46:−0.18236195 47:0.26476479 48:0.3338339

49:0.17463125 50:0.71907938 51:−0.2087025 52:0.58152407 53:0.30969498 54:0.79729444

55:0.21376763 56:−0.21582489 57:0.062268022 58:0.20543171 59:−0.055415176 60:−0.12182273

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67:−0.60022378 68:0.34298474 69:−0.10788257 70:0.062733725 71:−0.12500487 72:0.19981076

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338:−0.0027431778 339:−0.0055160136 340:0.0031345901 #

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6:8.6285686 7:−1.9276042 8:10.040118 9:7.8989391 10:1.4171855 11:1.1073941 12:−14.540407

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335:0.0018411272 336:0.0051615993 337:0.0017553387 338:−0.0027431778 339:−0.0055160136

340:0.0031345901 #

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301:0.00074104586 302:−0.00021793939 303:0.0013351805 304:−0.0006143825

305:0.0025815656 306:7.1731614e−005 307:−0.0052312948 308:−0.00063595735

309:0.0015091125 310:−0.00024647679 311:−0.0050271503 312:−0.00065122027

313:−0.00070704299 314:−0.0038100008 315:0.0022923627 316:0.0019759815 317:0.00079242635

318:0.0045642676 319:0.001573379 320:0.0015903091 321:0.00074843148 322:−0.00091753813

323:0.0021253934 324:0.0013280844 325:−0.0030691659 326:−0.0033078301 327:0.0012743858

328:0.0024482214 329:0.0018192574 330:0.0026370357 331:0.0017312634 332:0.00066732749

333:0.00034391912 334:0.0037949879 335:0.0018411272 336:0.0051615993 337:0.0017553387

338:−0.0027431778 339:−0.0055160136 340:0.0031345901 #

−1.822469996101117e−006 1:−8.2891655 2:−0.42698517 3:7.9929414 4:−21.96343 5:−2.5162337

6:−2.332407 7:−3.5282142 8:−10.863458 9:2.4572353 10:−9.3228836 11:1.7616936 12:−1.5003358

13:−5.9558101 14:−5.6671357 15:1.9989141 16:0.0007951344 17:2.2202916 18:1.6051667

19:−0.46657437 20:−0.14883198 21:0.32293826 22:1.809746 23:0.50881672 24:0.20460126

25:−0.99105644 26:0.68109101 27:0.21133116 28:−0.1266762 29:−0.35163447 30:−0.48319864

31:−0.44588166 32:−0.81961346 33:0.4458102 34:0.25585374 35:0.22169833 36:0.50088394

37:−0.18526353 38:−0.57342333 39:−0.4100264 40:−0.49656498 41:−0.048766967 42:−0.27916297

43:−0.21427028 44:0.23489569 45:−0.055255346 46:0.14571071 47:−0.38773367 48:0.24204808

49:−0.025501506 50:0.22812733 51:0.016479289 52:0.0047244946 53:−0.10513508 54:0.0340891

55:−0.11792875 56:0.014585208 57:0.10346211 58:0.086079985 59:0.13638112 60:−0.029077984

61:−0.066002205 62:−0.0022148392 63:−0.051324606 64:0.23397739 65:0.030481266 66:0.039421767

67:0.14640144 68:0.054071993 69:−0.018368751 70:−0.0066018607 71:0.13411276

72:0.026797809 73:−0.10997321 74:0.010199982 75:0.1154227 76:−0.065298446

77:−0.0083012516 78:−0.037069004 79:0.10039674 80:0.071657665 81:0.12727965 82:−0.11805948

83:0.00066952186 84:−0.054706763 85:0.091746822 86:0.029696872 87:0.061503891

88:0.03245607 89:−0.052378852 90:0.077654056 91:−0.050794069 92:−0.060988717

93:−0.055440236 94:0.0037542861 95:0.073643796 96:0.039003935 97:0.06855385 98:0.015820434

99:0.021465937 100:0.0077944845 101:−0.0019617444 102:−0.044610556 103:−0.02758692

104:0.028581213 105:0.083054505 106:0.033804782 107:−0.032350469 108:0.096636586

109:0.031704508 110:0.04338941 111:−0.059521303 112:−0.018208284 113:−0.0042061959

114:−0.041491624 115:−0.024438348 116:−0.016554918 117:−0.012899144 118:0.0028049359

119:0.06729117 120:−0.047828618 121:0.0087301023 122:0.017425304 123:0.01092264

124:−0.034315046 125:0.012841884 126:−0.046630777 127:0.00085983245 128:0.022828637

129:0.017506592 130:0.0044898908 131:0.0091082333 132:−0.0030817804 133:−0.044458587

134:−0.033935066 135:0.019090308 136:−0.0036672305 137:9.853208e−005 138:−0.017125415

139:0.0062208101 140:0.00056613336 141:0.0012280536 142:−0.00039310646

143:−0.0063707544 144:0.0015248039 145:−0.0029345977 146:−0.00076821423 147:0.00013666278

148:−0.0051379474 149:0.0066761598 150:−0.0024066679 151:0.0038081626 152:−0.0013487631

153:−0.0020869875 154:−0.0023751855 155:1.1204498e−006 156:0.0039485889

157:−0.00011155871 158:0.00070337567 159:0.0012323871 160:0.0021008069 161:0.0028489598

162:0.00029079549 163:0.0020081406 164:0.0044465163 165:0.007065278 166:0.0012901861

167:0.0037493915 168:−0.0023597497 169:−0.00012567961 170:0.00047573209 171:7.8875659e−005

172:−0.0056320974 173:−0.0067036133 174:0.00017559867 175:0.001684437

176:−0.0034504069 177:0.0018235954 178:−0.001383971 179:0.0004998623 180:−0.00066253374

181:0.0015807585 182:0.00412085 183:0.0021063511 184:0.00072732504 185:−0.0012095358

186:−0.0030121093 187:−0.0020631803 188:−0.00068084424 189:0.0002527938

190:−0.0034640408 191:−0.00026976471 192:0.00097010034 193:−0.0011612385 194:−0.0015113452

195:0.00062438019 196:−0.00013164691 197:0.0020616048 198:0.0010445472

199:−0.0049765292 200:9.8877339e−005 201:0.0028779099 202:−0.0036701721 203:0.00099803088

204:0.00068234798 205:0.002192216 206:0.0033146022 207:0.00050616561 208:−0.0031757453

209:0.0028448526 210:0.00092352234 211:−0.0022140611 212:−0.0013608048 213:0.0051376815

214:−0.0017870248 215:−0.0027518668 216:0.00043837572 217:−0.027317183 218:−0.024619192

219:−0.01382506 220:−0.015382294 221:−0.016386922 222:−0.0094594397 223:−0.0056853383

224:−0.00050634646 225:−0.00087913428 226:−0.023968795 227:−0.0034698097

228:−0.0016731552 229:0.00047607321 230:−0.011432272 231:−0.00036644109 232:−0.0025967851

233:0.0015593689 234:−0.0042631673 235:−0.0053286692 236:−0.0059999214 237:−0.087129325

238:−0.063751429 239:−0.0045496477 240:−0.0073839114 241:0.0014150206 242:−0.0042075687

243:−0.0022374168 244:−0.041910719 245:−0.030919394 246:−0.049301699 247:−0.019442754

248:−0.0019611341 249:−0.0072449106 250:−0.0051453672 251:−0.0072873179 252:−0.005927789

253:−0.0018599511 254:−0.017141052 255:−0.023494685 256:−0.01788312 257:−0.01943502

258:−0.0060224077 259:−0.0073500308 260:−0.0064477329 261:−0.0002986097 262:−0.0014349599

263:−0.0020359957 264:−0.0082596857 265:−0.006963369 266:−0.0016096481 267:−0.0083991755

268:−0.046351645 269:−0.046128571 270:−0.011141608 271:0.0020650877 272:−0.0010642689

273:−0.018076098 274:−0.016929928 275:−0.0052876701 276:−0.0025432054 277:−0.04111632

278:−0.031511344 279:−0.019488858 280:−0.0036160324 281:−0.032332413 282:−0.023754911

283:−0.0030713808 284:−0.033357695 285:−0.027144579 286:−0.0093234172 287:−0.0091438433

288:0.00080924761 289:−0.0040808818 290:−0.00058058492 291:0.00025530611

292:0.00042821659 293:−0.0017559038 294:0.00030293313 295:−0.0004816725

296:−0.00057298481 297:−0.00086739491 298:0.0020803961 299:0.00010370808 300:0.00075778627

301:0.00074104586 302:−0.00021793939 303:0.0013351805 304:−0.0006143825

305:0.0025815656 306:7.1731614e−005 307:−0.0052312948 308:−0.00063595735

309:0.0015091125 310:−0.00024647679 311:−0.0050271503 312:−0.00065122027

313:−0.00070704299 314:−0.0038100008 315:0.0022923627 316:0.0019759815 317:0.00079242635

318:0.0045642676 319:0.001573379 320:0.0015903091 321:0.00074843148 322:−0.00091753813

323:0.0021253934 324:0.0013280844 325:−0.0030691659 326:−0.0033078301 327:0.0012743858

328:0.0024482214 329:0.0018192574 330:0.0026370357 331:0.0017312634 332:0.00066732749

333:0.00034391912 334:0.0037949879 335:0.0018411272 336:0.0051615993 337:0.0017553387

338:−0.0027431778 339:−0.0055160136 340:0.0031345901 #

3.1141530976140584e−005 1:0.23982425 2:−2.2714684 3:2.7530899 4:−0.43534729 5:−2.13143725

6:−6.5755577 7:−0.23095936 8:2.4990304 9:0.5341723 10:0.474659 11:4.083261 12:0.4186067

13:1.0172553 14:3.2780108 15:0.36603203 16:2.1767581 17:2.6592224 18:0.28363878

19:1.2787055 20:−2.7076814 21:−2.8657753 22:0.7609598 23:0.75307113 24:2.2299948

25:−0.22061571 26:1.3376261 27:−2.2725747 28:−0.38882238 29:0.67952865 30:1.555928

31:0.10306518 32:1.0196824 33:0.34012586 34:1.5915979 35:−0.66413891 36:−1.6473995

37:−0.57017684 38:1.3736212 39:0.27528748 40:−0.72598064 41:−0.99590254 42:−2.4370754

43:−1.106745 44:0.0070058061 45:−1.6885 46:0.73374856 47:−2.1671956 48:0.18995385

49:−0.40758225 50:1.3748928 51:0.42502078 52:−0.47098222 53:0.77174622 54:−1.4447688

55:−0.9513852 56:−0.74914551 57:−1.4335645 58:0.15501319 59:−0.70597559 60:−0.71346951

61:0.17186414 62:−0.49394378 63:−0.36525911 64:−0.88786191 65:0.57959801 66:0.01567691

67:−0.086151116 68:−0.40630969 69:−1.0540781 70:−1.372297 71:−0.0055705337 72:0.64706087

73:−0.29820356 74:0.34114784 75:−0.11990818 76:0.62212431 77:−0.79698873 78:−1.0118636

79:−0.50075036 80:−0.33878428 81:−0.25166044 82:0.020956567 83:−0.3969045 84:0.24251559

85:0.55688226 86:−0.060546517 87:−0.67644072 88:−0.083061516 89:−0.40007842 90:0.60753351

91:0.37825751 92:−0.12762758 93:1.0505396 94:0.346627 95:−0.80647266 96:0.66907626

97:0.28694856 98:0.46163556 99:0.22819805 100:0.0759262 101:0.028915809 102:−0.20079345

103:0.98194212 104:0.15251906 105:0.6114341 106:0.20421335 107:−0.19041851

108:0.002931691 109:0.25667602 110:−0.19782954 111:0.035900418 112:−0.64252096

113:0.16462967 114:−0.68771815 115:0.081782721 116:0.091236867 117:−0.095214687

118:−0.52825224 119:0.060998734 120:0.059148341 121:0.16658965 122:−0.17567663

123:−0.23029633 124:0.2215855 125:0.3467598 126:−0.00039247944 127:0.12656112 128:0.21096483

129:−0.22154965 130:0.095295489 131:−0.10339074 132:−0.096810713 133:0.02793801

134:0.13953027 135:0.032407463 136:−0.0036672305 137:9.853208e−005 138:−0.017125415

139:0.0062208101 140:0.00056613336 141:0.0012280536 142:−0.00039310646

143:−0.0063707544 144:0.0015248039 145:−0.0029345977 146:−0.00076821423 147:0.00013666278

148:−0.0051379474 149:0.0066761598 150:−0.0024066679 151:0.0038081626 152:−0.0013487631

153:−0.0020869875 154:−0.0023751855 155:1.1204498e−006 156:0.0039485889

157:−0.00011155871 158:0.00070337567 159:0.0012323871 160:0.0021008069 161:0.0028489598

162:0.00029079549 163:0.0020081406 164:0.0044465163 165:0.007065278 166:0.0012901861

167:0.0037493915 168:−0.0023597497 169:−0.00012567961 170:0.00047573209 171:7.8875659e−005

172:−0.0056320974 173:−0.0067036133 174:0.00017559867 175:0.001684437

176:−0.0034504069 177:0.0018235954 178:−0.001383971 179:0.0004998623 180:−0.00066253374

181:0.0015807585 182:0.00412085 183:0.0021063511 184:0.00072732504 185:−0.0012095358

186:−0.0030121093 187:−0.0020631803 188:−0.00068084424 189:0.0002527938

190:−0.0034640408 191:−0.00026976471 192:0.00097010034 193:−0.0011612385 194:−0.0015113452

195:0.00062438019 196:−0.00013164691 197:0.0020616048 198:0.0010445472

199:−0.0049765292 200:9.8877339e−005 201:0.0028779099 202:−0.0036701721 203:0.00099803088

204:0.00068234798 205:0.002192216 206:0.0033146022 207:0.00050616561 208:−0.0031757453

209:0.0028448526 210:0.00092352234 211:−0.0022140611 212:−0.0013608048 213:0.0051376815

214:0.0017870248 215:−0.0027518668 216:0.00043837572 217:−0.027317183 218:−0.024619192

219:−0.01382506 220:−0.015382294 221:−0.016386922 222:−0.0094594397 223:−0.0056853383

224:−0.00050634646 225:−0.00087913428 226:−0.023968795 227:−0.0034698097

228:−0.0016731552 229:0.00047607321 230:−0.011432272 231:−0.00036644109 232:−0.0025967851

233:0.0015593689 234:−0.0042631673 235:−0.0053286692 236:−0.0059999214 237:−0.087129325

238:−0.063751429 239:−0.0045496477 240:−0.0073839114 241:0.0014150206 242:−0.0042075687

243:−0.0022374168 244:−0.041910719 245:−0.030919394 246:−0.049301699 247:−0.019442754

248:−0.0019611341 249:−0.0072449106 250:−0.0051453672 251:−0.0072873179 252:−0.005927789

253:−0.0018599511 254:−0.017141052 255:−0.023494685 256:−0.01788312 257:−0.01943502

258:−0.0060224077 259:−0.0073500308 260:−0.0064477329 261:−0.0002986097 262:−0.0014349599

263:−0.0020359957 264:−0.0082596857 265:−0.006963369 266:−0.0016096481 267:−0.0083991755

268:−0.046351645 269:−0.046128571 270:−0.011141608 271:0.0020650877 272:−0.0010642689

273:−0.018076098 274:−0.016929928 275:−0.0052876701 276:−0.0025432054 277:−0.04111632

278:−0.031511344 279:−0.019488858 280:−0.0036160324 281:−0.032332413 282:−0.023754911

283:−0.0030713808 284:−0.033357695 285:−0.027144579 286:−0.0093234172 287:−0.0091438433

288:0.00080924761 289:−0.0040808818 290:−0.00058058492 291:0.00025530611

292:0.00042821659 293:−0.0017559038 294:0.00030293313 295:−0.0004816725

296:−0.00057298481 297:−0.00086739491 298:0.0020803961 299:0.00010370808 300:0.00075778627

301:0.00074104586 302:−0.00021793939 303:0.0013351805 304:−0.0006143825

305:0.0025815656 306:7.1731614e−005 307:−0.0052312948 308:−0.00063595735

309:0.0015091125 310:−0.00024647679 311:−0.0050271503 312:−0.00065122027

313:−0.00070704299 314:−0.0038100008 315:0.0022923627 316:0.0019759815 317:0.00079242635

318:0.0045642676 319:0.001573379 320:0.0015903091 321:0.00074843148 322:−0.00091753813

323:0.0021253934 324:0.0013280844 325:−0.0030691659 326:−0.0033078301 327:0.0012743858

328:0.0024482214 329:0.0018192574 330:0.0026370357 331:0.0017312634 332:0.00066732749

333:0.00034391912 334:0.0037949879 335:0.0018411272 336:0.0051615993 337:0.0017553387

338:−0.0027431778 339:−0.0055160136 340:0.0031345901 #

APPENDIX C2

SVM ModelWeights

(340; Benign/Malignant)

SVM-light Version V6.01

0 # kernel type

3 # kernel parameter -d

1 # kernel parameter -g

1 # kernel parameter -s

1 # kernel parameter -r

empty# kernel parameter -u

340 # highest feature index

99 # number of training documents

65 # number of support vectors plus 1

−0.37652729 # threshold b, each following line is a SV (starting with alpha*y)

−0.0033153142499855108 1:−0.23311329 2:−1.5340611 3:−0.56233943 4:−7.4785199 5:−3.6518826

6:−4.7517338 7:−0.41352883 8:−1.1385972 9:−2.3377373 10:0.89005411 11:−3.0769937

12:0.91200078 13:−1.0174296 14:−0.29183522 15:5.4507852 16:1.9547648 17:2.4246554 18:

−2.5977473 19:0.059181549 20:0.9693011 21:−1.3478724 22:1.2955381 23:0.29502755 24:

−0.31393111 25:−0.025742445 26:−1.3289164 27:−1.1254236 28:0.11153328 29:1.9973383

30:1.257899 31:0.91507447 32:0.72226965 33:0.39845112 34:−1.3278019 35:−0.95194173 36:

−2.0961843 37:−1.1352364 38:−0.64997375 39:0.065316387 40:−0.38678196 41:0.77325523

42:1.3836633 43:1.3171499 44:0.053990051 45:0.77371556 46:2.1609168 47:−1.3172421

48:0.39412561 49:0.23929304 50:1.105505 51:0.84551901 52:−0.40700731 53:−0.40167317 54:

−0.76905733 55:−0.42601669 56:1.0445652 57:1.9075065 58:1.0322175 59:−0.4670966

60:0.30819783 61:0.74754339 62:−0.26703897 63:0.57786393 64:−0.32511202 65:0.16155197 66:

−0.72578001 67:−0.066891424 68:0.11020496 69:−0.62233603 70:−0.98494661 71:−0.0048836544

72:0.43202633 73:0.55178761 74:−0.32371372 75:−0.18778911 76:−0.38373259 77:−0.52735662

78:0.35236505 79:0.060871631 80:−1.1960546 81:−0.47478089 82:0.44778258 83:−0.11591902

84:−0.41117722 85:0.94405186 86:−0.52732617 87:0.035399996 88:0.058130287 89:0.0309637

90:0.083736248 91:−0.81783479 92:0.40891954 93:−0.56611413 94:0.29939261 95:0.1568504 96:

−0.14485334 97:0.0039280006 98:0.010595871 99:−0.0072948104 100:0.0007581744

101:0.0015444086 102:0.00086657552 103:0.0014506713 104:0.00027309253 105:

−0.0003779236 106:−0.0033040401 107:−0.002894687 108:0.0012058502 109:0.0026374348 110:

−0.0018928888 111:−0.0024273857 112:−0.0003231481 113:0.00057429477 114:−0.00070962519

115:0.0011349921 116:−0.0046544136 117:6.0590241e−007 118:0.00074805523 119:

−0.0025794252 120:0.00037352511 121:−0.0022889439 122:0.0011132049 123:−0.0024242986

124:−0.0045571304 125:−0.0020117455 126:−0.0092068724 127:−0.0077256206 128:

−0.00070437411 129:0.0012516935 130:0.00055489031 131:0.0013429716 132:0.00036176579

133:−0.0026087298 134:5.3104148e−005 135:−0.001098063 136:0.0010348612 137:

−0.00068726367 138:−0.00074436213 139:0.0027458151 140:0.0010222673 141:−0.0018521026

142:−0.00061301264 143:−0.001804522 144:−0.00021584153 145:0.0015449577 146:

−0.0015697054 147:−0.00097707158 148:−0.0011295594 149:−0.0028935266 150:−0.00053708232

151:0.0018405041 152:−0.002562111 153:−0.0013092471 154:−0.00046263589 155:

−0.0035724007 156:0.0011358063 157:−0.0012884629 158:−0.0031973415 159:0.00045693576

160:−0.0012730506 161:0.0014123393 162:0.003461167 163:−0.0029414443 164:−0.00037983558

165:−0.0023911442 166:0.0021477563 167:9.2110975e−005 168:−0.0026100944 169:

−0.0034047128 170:−0.0029387963 171:−0.0023030045 172:−0.0054465104 173:−0.0021478815

174:−0.0022738085 175:0.00050098688 176:−0.0021780876 177:2.5619611e−005 178:

−0.0010297548 179:0.000299401 180:0.0002858036 181:0.0015720503 182:0.0012860922

183:0.0015920103 184:0.0034542123 185:−0.0054590856 186:−0.0013231005 187:

−0.00026378682 188:−5.6713336e−005 189:0.0016455925 190:0.00055903167 191:0.00040327062

192:−0.00066433422 193:−0.0014816546 194:0.0016943325 195:0.00012320606

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−0.063556984 96:−0.022940626 97:0.0039280006 98:0.010595871 99:−0.0072948104

100:0.0007581744 101:0.0015444086 102:0.00086657552 103:0.0014506713 104:0.00027309253

105:−0.0003779236 106:−0.0033040401 107:−0.002894687 108:0.0012058502 109:0.0026374348

110:−.0018928888 111:−0.0024273857 112:−0.0003231481 113:0.00057429477 114:

−0.00070962519 115:0.0011349921 116:−0.0046544136 117:6.0590241e−007 118:0.00074805523

119:−0.0025794252 120:0.00037352511 121:−0.0022889439 122:0.0011132049 123:

−0.0024242986 124:−0.0045571304 125:−0.0020117455 126:−0.0092068724 127:−0.0077256206

128:−0.00070437411 129:0.0012516935 130:0.00055489031 131:0.0013429716

132:0.00036176579 133:−0.0026087298 134:5.3104148e−005 135:−0.001098063

136:0.0010348612 137:−0.00068726367 138:−0.00074436213 139:0.0027458151

140:0.0010222673 141:−0.0018521026 142:−0.00061301264 143:−0.001804522 144:

−0.00021584153 145:0.0015449577 146:−0.0015697054 147:−0.00097707158 148:−0.0011295594

149:0.0028935266 150:−0.00053708232 151:0.0018405041 152:−0.002562111 153:−0.0013092471

154:−0.00046263589 155:−0.0035724007 156:0.0011358063 157:−0.0012884629 158:

−0.0031973415 159:0.00045693576 160:−0.0012730506 161:0.0014123393 162:0.003461167 163:

−0.0029414443 164:−0.00037983558 165:−0.0023911442 166:0.0021477563 167:9.2110975e−005

168:−0.0026100944 169:−0.0034047128 170:−0.0029387963 171:−0.0023030045 172:

−0.0054465104 173:−0.0021478815 174:−0.0022738085 175:0.00050098688 176:−0.0021780876

177:2.5619611e−005 178:−0.0010297548 179:0.000299401 180:0.0002858036 181:0.0015720503

182:0.0012860922 183:0.0015920103 184:0.0034542123 185:−0.0054590856 186:−0.0013231005

187:−0.00026378682 188:−5.6713336e−005 189:0.0016455925 190:0.00055903167

191:0.00040327062 192:−0.00066433422 193:−0.0014816546 194:0.0016943325

195:0.00012320606 196:0.0006577372 197:0.00056744454 198:−0.0023361598

199:0.0042997436 200:−0.0016990597 201:0.0030764227 202:−0.0027063258 203:0.00046884044

204:−0.00031649071 205:0.00065622263 206:−0.0026635081 207:−0.0039158296

208:0.0020220254 209:0.0012250372 210:−0.0028663045 211:−0.0012186989 212:

−0.00063428417 213:0.0051512984 214:0.00089924945 215:−0.00035291715 216:−0.0026578247

217:−0.031516869 218:−0.018453332 219:−0.012905908 220:−0.015366459 221:−0.013814257

222:−0.007569442 223:−0.0047048843 224:0.00062012818 225:0.0014852113 226:−0.019181944

227:−0.005778844 228:−0.0022216991 229:−0.0013164993 230:−0.011913291 231:−0.0048886021

232:−0.0050922348 233:−0.00091115123 234:−0.0028072072 235:−0.0020788321 236:

−0.0069042598 237:−0.092131011 238:−0.068610474 239:−0.0047269738 240:−0.0084348312 241:

−0.0050073303 242:−0.003040591 243:0.0038143608 244:−0.040638726 245:−0.02857391 246:

−0.0472783 247:−0.020520929 248:−0.0018310277 249:−0.0055512898 250:−0.0060781906 251:

−0.0072731995 252:−0.006453387 253:−0.0049183252 254:−0.014674404 255:−0.026012832 256:

−0.021858063 257:−0.021156041 258:−0.0072407476 259:−0.0034868279 260:−0.0014243352 261:

−0.0010014101 262:−0.0013208789 263:−0.0028763453 264:−0.0076750983 265:−0.0046692337

266:−0.0012726086 267:−0.0068167564 268:−0.04353733 269:−0.046706751 270:−0.010794718

271:−0.0024784503 272:−0.0059213047 273:−0.016445309 274:−0.016014025 275:−0.0077815265

276:−0.0023459131 277:−0.040564284 278:−0.032950211 279:−0.017959842 280:−0.0040876623

281:−0.026083954 282:−0.022933906 283:−0.0027156388 284:−0.035015725 285:−0.029552883

286:−0.010026687 287:−0.011907991 288:0.0022531124 289:−0.002897898 290:−0.00044569091

291:0.00010489624 292:−0.00053147622 293:−0.00073173334 294:−0.000621646 295:

−0.00016437711 296:−0.00049518317 297:0.00021529767 298:0.00052096118 299:−4.636059e−005

300:−0.0021831172 301:−0.0014980205 302:−0.00038898826 303:0.00068646355

304:0.0026823219 305:−0.0040565808 306:−0.0020829935 307:−0.0013752591 308:

−0.00034383399 309:2.7236187e−005 310:−0.00070534449 311:−0.0012802118 312:−0.0030920727

313:−0.00088650011 314:−0.00014303472 315:0.00071791362 316:0.00019783134

317:2.9171604e−006 318:0.00037660156 319:0.0011750009 320:−0.0016896301 321:

−0.0015126425 322:−0.00083564757 323:0.0010692998 324:−0.0016934061 325:−0.00029338882

326:−0.0034646564 327:−7.9289544e−005 328:0.0023930578 329:0.00048041579

330:0.00021849622 331:4.0310828e−005 332:−0.0032790094 333:0.00015884312 334:

−0.00031949134 335:3.3427419e−005 336:0.00084852462 337:0.00044620238 338:−0.0032407208

339:0.00048842531 340:0.00094149791 #

APPENDIX C3

SVM Model Weights

(340; Early/Late)

SVM-light Version V6.01

0 # kernel type

3 # kernel parameter -d

1 # kernel parameter -g

1 # kernel parameter -s

1 # kernel parameter -r

empty# kernel parameter -u

340 # highest feature index

59 # number of training documents

47 # number of support vectors plus 1

−0.46078775 # threshold b, each following line is a SV (starting with alpha*y)

0.003263013586870337 1:2.9703248 2:−1.9154285 3:−1.4705251 4:−3.6158135 5:−0.88654208

6:−5.2746539 7:3.5916541 8:−1.5249115 9:0.42257392 10:0.1542328 11:−0.79797947 12:1.5178829

13:−4.328999 14:−1.9303721 15:−3.6791089 16:2.030098 17:3.196708 18:0.70455837

19:−0.99888653 20:−0.90641922 21:−1.3292599 22:−1.3334385 23:−0.034880091 24:−0.21998923

25:−1.0224223 26:−0.27785692 27:0.887824 28:−0.88122153 29:2.4520988 30:−1.8591628

31:−0.2047378 32:−0.43277052 33:1.3049064 34:0.28490406 35:0.58858889 36:0.31118494

37:−0.75974351 38:0.30014536 39:0.16725326 40:0.28239837 41:0.85730082 42:0.18312453

43:0.73757261 44:0.23835303 45:0.42016032 46:−0.027372906 47:0.12297571 48:0.091952026

49:0.19956252 50:0.14478266 51:−0.31726134 52:0.075183503 53:0.078598507 54:−0.32566643

55:0.26622328 56:−0.10797127 57:0.0009495847 58:−0.00063543959 59:0.00017326932

60:0.0011059562 61:0.0022817524 62:−0.0032958018 63:0.00029474383 64:−0.0021514872

65:−0.0054451232 66:−0.0024786978 67:3.7493555e−005 68:0.00035079228 69:0.0023467517

70:0.001588242 71:0.001914337 72:0.0012793314 73:0.0016132059 74:0.00040791018

75:0.0013395234 76:0.00060126832 77:0.0017832168 78:0.0019726807 79:0.0013805456

80:−0.00077531522 81:3.2110733e−005 82:0.0011871321 83:0.00056208909 84:0.0005204202

85:0.0010900472 86:0.0016796719 87:0.0010130677 88:0.00086538575 89:0.0014052332

90:0.0012018452 91:0.00018189113 92:0.00057689246 93:0.0018313623 94:0.0026408355

95:0.00079052034 96:0.0019842789 97:−0.0015824389 98:−0.00092224235 99:−0.0010365265

100:−8.9265384e−005 101:−0.00011542163 102:0.0024433194 103:0.0015950786

104:−0.001393425 105:−0.00076850987 106:−0.0017206173 107:−0.0011140696 108:−0.0020789856

109:0.0013786858 110:−0.00081737712 111:−0.0025310477 112:−0.0010236512

113:−0.00049510651 114:0.0013168686 115:−0.0017368494 116:−0.00051662087 117:−0.0011937086

118:−0.0008155898 119:−0.0014308705 120:−0.00060646527 121:−0.0023188046 122:−0.00047986541

123:−0.0017967777 124:−0.0028703539 125:−0.0008995044 126:−0.0044899271

127:−0.0037051167 128:0.00010453928 129:0.0017558743 130:−0.00021409123 131:8.4772248e−005

132:−0.00059640477 133:0.00091315049 134:0.0029517044 135:0.0012407211

136:0.001771849 137:0.00061086519 138:0.0016401729 139:1.1190635e−005 140:0.00066645071

141:0.0020694127 142:−0.0019681684 143:−0.0010553099 144:0.0023889465 145:0.0018726855

146:−0.00070473028 147:−0.0012693994 148:0.0013133255 149:0.0017171054

150:−0.0023144449 151:0.0023775783 152:−0.00045603843 153:−0.0020286744 154:−3.1378081e−006

155:−0.0017911249 156:0.00026146293 157:−0.00066072296 158:−0.0012093179

159:0.00038491705 160:0.00085559086 161:0.0025676095 162:0.0016044743 163:−0.00089113193

164:0.0024120815 165:0.0010050905 166:0.0013388922 167:−1.9663272e−005

168:−0.00063788053 169:−0.001915552 170:−0.0015327755 171:−0.00080461183 172:−0.0022213417

173:−0.0012071569 174:0.00085961225 175:1.1924029e−005 176:−0.00010044254

177:0.0011742229 178:−0.00082149269 179:−0.0016058821 180:−0.0010348763 181:−0.00091460953

182:−0.0004915254 183:−0.00073268131 184:0.00074214442 185:−0.0018549222

186:−0.00029827142 187:−0.0012626129 188:0.0011506754 189:0.0014984758 190:0.001521907

191:0.0011545231 192:−0.0017103127 193:−0.0005076346 194:−0.00046162415 195:−0.00039687741

196:0.0006169476 197:0.0019146017 198:−0.001938576 199:0.00174745 200:−0.00036255008

201:0.001886385 202:0.00071268051 203:−0.0015044769 204:−0.00094833004

205:0.0020877882 206:−0.0016524799 207:−0.002788797 208:0.001349878 209:0.001943506

210:−0.00086329813 211:0.00089030684 212:−0.0019820002 213:6.8280075e−005

214:−0.00089089427 215:−0.0011382027 216:−0.0011946515 217:−0.031154955 218:−0.018805003

219:−0.01448297 220:−0.014768096 221:−0.01189405 222:−0.0050329659 223:−0.0038689009

224:2.2608641e−005 225:−0.00011902419 226:−0.018885663 227:−0.0053921309

228:−0.0018284534 229:−0.0052720057 230:−0.009582757 231:−0.0060223294 232:−0.0011540388

233:−0.0011784985 234:−0.0036054854 235:−0.0014334067 236:−0.0057753613 237:−0.092932746

238:−0.071324907 239:−0.0057371478 240:−0.006171681 241:−0.0023048196 242:−0.0031618457

243:−0.0039265179 244:−0.036298919 245:−0.026567493 246:−0.048627507 247:−0.022513576

248:−0.0027006424 249:−0.0030078713 250:−0.0061391126 251:−0.0061381557 252:−0.0049137147

253:−0.0035512438 254:−0.012955156 255:−0.022692045 256:−0.019110594

257:−0.019834602 258:−0.0055528483 259:−0.0031212247 260:−0.0048848111 261:−0.0025836895

262:−0.0010775019 263:−0.0019687952 264:−0.0064801569 265:−0.0049881209 266:−0.0030259397

267:−0.0079323547 268:−0.043975201 269:−0.047393609 270:−0.0097410055 271:−0.0014055291

272:−0.0071474779 273:−0.015365882 274:−0.01525611 275:−0.0060280701 276:−0.0022994229

277:−0.044466536 278:−0.037435107 279:−0.021463662 280:−0.0029869985 281:−0.030177595

282:−0.023953391 283:−0.005625559 284:−0.035487764 285:−0.029201077

286:−0.011287678 287:−0.0095548136 288:−5.3504686e−005 289:−0.0016710128 290:0.0016311913

291:0.0015074767 292:0.0012213683 293:−0.0015347537 294:−7.1857015e−005 295:−0.0013649603

296:−0.0018400808 297:−0.0011357415 298:0.00029335488 299:−0.00027912227

300:0.003004099 301:−0.00078015722 302:−0.00046966597 303:−0.00038853599

304:0.0011859888 305:−0.0017202824 306:0.0010953069 307:0.0015855392 308:−0.0017361958

309:0.0011252258 310:0.00020620346 311:−0.0008949365 312:−0.00079829368 313:−0.00031991332

314:0.0018246222 315:0.00081679551 316:0.00071390043 317:0.00014404937

318:0.00030348785 319:0.0007406784 320:0.00051131583 321:0.0007617402 322:0.0015480069

323:0.00016401848 324:−0.0024698905 325:−0.00046456934 326:−0.0014662248 327:−0.00017874227

328:0.0024365219 329:−0.00083040918 330:0.00055475923 331:−2.3758541e−005

332:0.0013844321 333:0.00018908412 334:−4.6850397e−005 335:0.00017908432

336:0.0027642041 337:−0.00026057736 338:−0.0019368717 339:0.0012275067 340:−0.0021567047 #

−0.0028429600743467816 1:−13.079961 2:1.0930103 3:2.5594432 4:0.53382522 5:−14.319618

6:−7.9226675 7:−5.8632889 8:−4.1756377 9:−1.4476115 10:−1.2879921 11:−0.88051426 12:0.80407524

13:0.68481839 14:−1.0680926 15:−0.58902317 16:1.5674455 17:−1.3136758 18:1.8976649

19:0.99831778 20:0.30186781 21:−1.2339196 22:1.8443847 23:1.7902417 24:2.6849024

25:−1.6639206 26:−0.94131452 27:−1.724227 28:0.95484877 29:1.2411916 30:0.94278502

31:−0.31173104 32:1.1069901 33:−1.0650786 34:1.0388733 35:−1.1440469 36:1.801355 37:0.34765008

38:2.0440075 39:1.0830725 40:−0.11946082 41:0.065369211 42:0.60018569 43:−1.6837276

44:0.66784209 45:−0.69387454 46:0.7953223 47:−0.41097218 48:0.2578046 49:−0.30210593

50:0.66700733 51:0.79959631 52:−0.11242599 53:−0.74902785 54:−0.82433671 55:−0.45018244

56:0.55889755 57:0.0009495847 58:−0.00063543959 59:0.00017326932 60:0.0011059562

61:0.0022817524 62:−0.0032958018 63:0.00029474383 64:−0.0021514872 65:−0.0054451232

66:−0.0024786978 67:3.7493555e−005 68:0.00035079228 69:0.0023467517 70:0.001588242

71:0.001914337 72:0.0012793314 73:0.0016132059 74:0.00040791018 75:0.0013395234

76:0.00060126832 77:0.0017832168 78:0.0019726807 79:0.0013805456 80:−0.00077531522

81:3.2110733e−005 82:0.0011871321 83:0.00056208909 84:0.0005204202 85:0.0010900472

86:0.0016796719 87:0.0010130677 88:0.00086538575 89:0.0014052332 90:0.0012018452

91:0.00018189113 92:0.00057689246 93:0.0018313623 94:0.0026408355 95:0.00079052034

96:0.0019842789 97:−0.0015824389 98:−0.00092224235 99:−0.0010365265 100:−8.9265384e−005

101:−0.00011542163 102:0.0024433194 103:0.0015950786 104:−0.001393425 105:−0.00076850987

106:−0.0017206173 107:−0.0011140696 108:−0.0020789856 109:0.0013786858

110:−0.00081737712 111:−0.0025310477 112:−0.0010236512 113:−0.00049510651

114:0.0013168686 115:−0.0017368494 116:−0.00051662087 117:−0.0011937086 118:−0.0008155898

119:−0.0014308705 120:−0.00060646527 121:−0.0023188046 122:−0.00047986541

123:−0.0017967777 124:−0.0028703539 125:−0.0008995044 126:−0.0044899271 127:−0.0037051167

128:0.00010453928 129:0.0017558743 130:−0.00021409123 131:8.4772248e−005

132:−0.00059640477 133:0.00091315049 134:0.0029517044 135:0.0012407211 136:0.001771849

137:0.00061086519 138:0.0016401729 139:1.1190635e−005 140:0.00066645071

141:0.0020694127 142:−0.0019681684 143:−0.0010553099 144:0.0023889465 145:0.0018726855

146:−0.00070473028 147:−0.0012693994 148:0.0013133255 149:0.0017171054 150:−0.0023144449

151:0.0023775783 152:−0.00045603843 153:−0.0020286744 154:−3.1378081e−006

155:−0.0017911249 156:0.00026146293 157:−0.00066072296 158:−0.0012093179

159:0.00038491705 160:0.00085559086 161:0.0025676095 162:0.0016044743 163:−0.00089113193

164:0.0024120815 165:0.0010050905 166:0.0013388922 167:−1.9663272e−005

168:−0.00063788053 169:−0.001915552 170:−0.0015327755 171:−0.00080461183 172:−0.0022213417

173:−0.0012071569 174:0.00085961225 175:1.1924029e−005 176:−0.00010044254

177:0.0011742229 178:−0.00082149269 179:−0.0016058821 180:−0.0010348763 181:−0.00091460953

182:−0.0004915254 183:−0.00073268131 184:0.00074214442 185:−0.0018549222

186:−0.00029827142 187:−0.0012626129 188:0.0011506754 189:0.0014984758 190:0.001521907

191:0.0011545231 192:−0.0017103127 193:−0.0005076346 194:−0.00046162415 195:−0.00039687741

196:0.0006169476 197:0.0019146017 198:−0.001938576 199:0.00174745 200:−0.00036255008

201:0.001886385 202:0.00071268051 203:−0.0015044769 204:−0.00094833004

205:0.0020877882 206:−0.0016524799 207:−0.002788797 208:0.001349878 209:0.001943506

210:−0.00086329813 211:0.00089030684 212:−0.0019820002 213:6.8280075e−005

214:−0.00089089427 215:−0.0011382027 216:−0.0011946515 217:−0.031154955 218:−0.018805003

219:−0.01448297 220:−0.014768096 221:−0.01189405 222:−0.0050329659 223:−0.0038689009

224:2.2608641e−005 225:−0.00011902419 226:−0.018885663 227:−0.0053921309

228:−0.0018284534 229:−0.0052720057 230:−0.009582757 231:−0.0060223294 232:−0.0011540388

233:−0.0011784985 234:−0.0036054854 235:−0.0014334067 236:−0.0057753613 237:−0.092932746

238:−0.071324907 239:−0.0057371478 240:−0.006171681 241:−0.0023048196 242:−0.0031618457

243:−0.0039265179 244:−0.036298919 245:−0.026567493 246:−0.048627507 247:−0.022513576

248:−0.0027006424 249:−0.0030078713 250:−0.0061391126 251:−0.0061381557 252:−0.0049137147

253:−0.0035512438 254:−0.012955156 255:−0.022692045 256:−0.019110594 257:−0.019834602

258:−0.0055528483 259:−0.0031212247 260:−0.0048848111 261:−0.0025836895 262:−0.0010775019

263:−0.0019687952 264:−0.0064801569 265:−0.0049881209 266:−0.0030259397

267:−0.0079323547 268:−0.043975201 269:−0.047393609 270:−0.0097410055

271:−0.0014055291 272:−0.0071474779 273:−0.015365882 274:−0.01525611 275:−0.0060280701

276:−0.0022994229 277:−0.044466536 278:−0.037435107 279:−0.021463662 280:−0.0029869985

281:−0.030177595 282:−0.023953391 283:−0.005625559 284:−0.035487764 285:−0.029201077

286:−0.011287678 287:−0.0095548136 288:−5.3504686e−005 289:−0.0016710128 290:0.0016311913

291:0.0015074767 292:0.0012213683 293:−0.0015347537 294:−7.1857015e−005 295:−0.0013649603

296:−0.0018400808 297:−0.0011357415 298:0.00029335488 299:−0.00027912227

300:0.003004099 301:−0.00078015722 302:−0.00046966597 303:−0.00038853599

304:0.0011859888 305:−0.0017202824 306:0.0010953069 307:0.0015855392 308:−0.0017361958

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314:0.0018246222 315:0.00081679551 316:0.00071390043 317:0.00014404937

318:0.00030348785 319:0.0007406784 320:0.00051131583 321:0.0007617402 322:0.0015480069

323:0.00016401848 324:−0.0024698905 325:−0.00046456934 326:−0.0014662248 327:−0.00017874227

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332:0.0013844321 333:0.00018908412 334:−4.6850397e−005 335:0.00017908432

336:0.0027642041 337:−0.00026057736 338:−0.0019368717 339:0.0012275067 340:−0.0021567047 #

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6:−0.83973908 7:−0.71216238 8:−0.83917409 9:−0.058870234 10:3.7083743 11:2.5553396

12:0.70841408 13:1.3753837 14:0.24954933 15:−0.0149606 16:−0.040375799 17:−0.17532998

18:1.7250814 19:0.88794386 20:1.113205 21:0.10319968 22:−1.2477883 23:−2.4926963

24:−0.94231015 25:1.4475657 26:2.4376483 27:1.81165 28:0.68418247 29:−1.7247032 30:0.68413621

31:1.0965656 32:0.72656965 33:0.26861012 34:2.0053701 35:2.0690022 36:−1.2135777

37:−1.5699004 38:−0.53900796 39:−1.3077862 40:−1.0385492 41:0.74263275 42:1.2781017

43:0.7582199 44:1.0456978 45:0.21704477 46:2.6449811 47:1.8006939 48:0.66939378

49:0.00098386058 50:0.46474424 51:0.14940944 52:−0.75969249 53:−0.2440035 54:−0.17267539

55:0.22942427 56:−1.0117854 57:0.0009495847 58:−0.00063543959 59:0.00017326932

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65:−0.0054451232 66:−0.0024786978 67:3.7493555e−005 68:0.00035079228 69:0.0023467517

70:0.001588242 71:0.001914337 72:0.0012793314 73:0.0016132059 74:0.00040791018

75:0.0013395234 76:0.00060126832 77:0.0017832168 78:0.0019726807 79:0.0013805456

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85:0.0010900472 86:0.0016796719 87:0.0010130677 88:0.00086538575 89:0.0014052332

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104:−0.001393425 105:−0.00076850987 106:−0.0017206173 107:−0.0011140696 108:−0.0020789856

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155:−0.0017911249 156:0.00026146293 157:−0.00066072296 158:−0.0012093179

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173:−0.0012071569 174:0.00085961225 175:1.1924029e−005 176:−0.00010044254

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277:−0.044466536 278:−0.037435107 279:−0.021463662 280:−0.0029869985 281:−0.030177595

282:−0.023953391 283:−0.005625559 284:−0.035487764 285:−0.029201077 286:−0.011287678

287:−0.0095548136 288:−5.3504686e−005 289:−0.0016710128 290:0.0016311913

291:0.0015074767 292:0.0012213683 293:−0.0015347537 294:−7.1857015e−005 295:−0.0013649603

296:−0.0018400808 297:−0.0011357415 298:0.00029335488 299:0.00027912227

300:0.003004099 301:−0.00078015722 302:−0.00046966597 303:−0.00038853599

304:0.0011859888 305:−0.0017202824 306:0.0010953069 307:0.0015855392 308:−0.0017361958

309:0.0011252258 310:0.00020620346 311:−0.0008949365 312:−0.00079829368 313:−0.00031991332

314:0.0018246222 315:0.00081679551 316:0.00071390043 317:0.00014404937

318:0.00030348785 319:0.0007406784 320:0.00051131583 321:0.0007617402 322:0.0015480069

323:0.00016401848 324:−0.0024698905 325:−0.00046456934 326:−0.0014662248

327:−0.00017874227 328:0.0024365219 329:−0.00083040918 330:0.00055475923 331:2.3758541e−005

332:0.0013844321 333:0.00018908412 334:−4.6850397e−005 335:0.00017908432

336:0.0027642041 337:−0.00026057736 338:−0.0019368717 339:0.0012275067 340:−0.0021567047 #

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6:7.2651377 7:−6.1430531 8:2.780396 9:5.0979185 10:3.9032483 11:−2.852982 12:1.1858057

13:−0.31181017 14:2.4165611 15:0.65978038 16:−0.98159003 17:−0.47111213 18:0.2488336

19:−2.4543958 20:1.345574 21:1.3306577 22:1.0412785 23:−1.6139855 24:−0.58955914 25:−1.5438869

26:1.2458951 27:−1.0349149 28:−3.0767884 29:1.2092717 30:−0.32970193 31:−1.1355613

32:0.41798267 33:1.5676863 34:1.6036789 35:0.75510448 36:−1.0092349 37:−0.069946937

38:−1.9267184 39:1.4684548 40:1.5948615 41:0.18582146 42:1.4165688 43:−0.64861572

44:0.14727257 45:−0.036436558 46:−1.9363652 47:−0.38919815 48:1.392267 49:−0.37833858

50:−0.38228285 51:0.44738469 52:0.23698284 53:0.49579591 54:0.21296412 55:0.62224996

56:−0.1965612 57:0.0009495847 58:−0.00063543959 59:0.00017326932 60:0.0011059562

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66:−0.0024786978 67:3.7493555e−005 68:0.00035079228 69:0.0023467517 70:0.001588242

71:0.001914337 72:0.0012793314 73:0.0016132059 74:0.00040791018 75:0.0013395234

76:0.00060126832 77:0.0017832168 78:0.0019726807 79:0.0013805456 80:−0.00077531522

81:3.2110733e−005 82:0.0011871321 83:0.00056208909 84:0.0005204202 85:0.0010900472

86:0.0016796719 87:0.0010130677 88:0.00086538575 89:0.0014052332 90:0.0012018452

91:0.00018189113 92:0.00057689246 93:0.0018313623 94:0.0026408355 95:0.00079052034

96:0.0019842789 97:−0.0015824389 98:−0.00092224235 99:−0.0010365265 100:−8.9265384e−005

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123:−0.0017967777 124:−0.0028703539 125:−0.0008995044 126:−0.0044899271 127:−0.0037051167

128:0.00010453928 129:0.0017558743 130:−0.00021409123 131:8.4772248e−005

132:−0.00059640477 133:0.00091315049 134:0.0029517044 135:0.0012407211 136:0.001771849

137:0.00061086519 138:0.0016401729 139:11190635e−005 140:0.00066645071

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146:−0.00070473028 147:−0.0012693994 148:0.0013133255 149:0.0017171054 150:−0.0023144449

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155:−0.0017911249 156:0.00026146293 157:−0.00066072296 158:−0.0012093179

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168:−0.00063788053 169:−0.001915552 170:−0.0015327755 171:−0.00080461183 172:−0.0022213417

173−:0.0012071569 174:0.00085961225 175:1.1924029e−005 176:−0.00010044254

177:0.0011742229 178:−0.00082149269 179:−0.0016058821 180:−0.0010348763 181:−0.00091460953

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201:0.001886385 202:0.00071268051 203:−0.0015044769 204:−0.00094833004

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210:−0.00086329813 211:0.00089030684 212:−0.0019820002 213:6.8280075e−005 214:−0.00089089427

215:−0.0011382027 216:−0.0011946515 217:−0.031154955 218:−0.018805003

219:−0.01448297 220:−0.014768096 221:−0.01189405 222:−0.0050329659 223:−0.0038689009

224:2.2608641e−005 225:−0.00011902419 226:−0.018885663 227:−0.0053921309 228:−0.0018284534

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238:−0.071324907 239:−0.0057371478 240:−0.006171681 241:−0.0023048196 242:−0.0031618457

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291:0.0015074767 292:0.0012213683 293:−0.0015347537 294:−7.1857015e−005 295:−0.0013649603

296:−0.0018400808 297:−0.0011357415 298:0.00029335488 299:−0.00027942227

300:0.003004099 301:−0.00078015722 302:−0.00046966597 303:−0.00038853599

304:0.0011859888 305:−0.0017202824 306:0.0010953069 307:0.0015855392 308:−0.0017361958

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314:0.0018246222 315:0.00081679551 316:0.00071390043 317:0.00014404937

318:0.00030348785 319:0.0007406784 320:0.00051131583 321:0.0007617402 322:0.0015480069

323:0.00016401848 324:−0.0024698905 325:−0.00046456934 326:−0.0014662248 327:−0.00017874227

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332:0.0013844321 333:0.00018908412 334:−4.6850397e−005 335:0.00017908432

336:0.0027642041 337:−0.00026057736 338:−0.0019368717 339:0.0012275067 340:−0.0021567047 #

0.00060386706196996942 1:1.2953433 2:−10.811604 3:10.668916 4:7.6443572 5:4.8650537

6:−2.3720403 7:−0.53300303 8:1.4913656 9:2.2692528 10:−4.1517024 11:5.0973153 12:−3.961812

13:−4.989172 14:5.9122295 15:2.8848045 16:−2.1117735 17:1.1214025 18:4.17628 19:−0.35360423

20:−0.57471097 21:−4.3517232 22:0.99931109 23:−0.83541495 24:−0.81100011 25:1.5716805

26:−0.70921725 27:−1.5307126 28:−0.17174035 29:−0.33846083 30:−1.4841211 31:−0.62835532

32:1.5003964 33:−0.36885175 34:−0.91448486 35:−0.17173344 36:0.59208959 37:−0.70629734

38:0.2362466 39:0.29450372 40:0.050759379 41:−0.65440804 42:0.98319513 43:−0.49021548

44:0.74737632 45:−0.06180748 46:−0.011289967 47:0.84981161 48:0.22749481 49:−0.25232136

50:−0.37800777 51:−0.26025736 52:−0.098334007 53:0.44000566 54:−0.074621581 55:0.14722836

56:0.13270916 57:0.0009495847 58:−0.00063543959 59:0.00017326932 60:0.0011059562

61:0.0022817524 62:−0.0032958018 63:0.00029474383 64:−0.0021514872 65:−0.0054451232

66:−0.0024786978 67:3.7493555e−005 68:0.00035079228 69:0.0023467517 70:0.001588242

71:0.001914337 72:0.0012793314 73:0.0016132059 74:0.00040791018 75:0.0013395234

76:0.00060126832 77:0.0017832168 78:0.0019726807 79:0.0013805456 80:−0.00077531522

81:3.2110733e−005 82:0.0011871321 83:0.00056208909 84:0.0005204202 85:0.0010900472

86:0.0016796719 87:0.0010130677 88:0.00086538575 89:0.0014052332 90:0.0012018452

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96:0.0019842789 97:−0.0015824389 98:−0.00092224235 99:−0.0010365265 100:−8.9265384e−005

101:−0.00011542163 102:0.0024433194 103:0.0015950786 104:−0.001393425 105:−0.00076850987

106:−0.0017206173 107:−0.0011140696 108:−0.0020789856 109:0.0013786858

110:−0.00081737712 111:−0.0025310477 112:−0.0010236512 113:−0.00049510651

114:0.0013168686 115:−0.0017368494 116:−0.00051662087 117:−0.0011937086 118:−0.0008155898

119:−0.0014308705 120:−0.00060646527 121:−0.0023188046 122:−0.00047986541

123:−0.0017967777 124:−0.0028703539 125:−0.0008995044126:−0.0044899271 127:−0.0037051167

128:0.00010453928 129:0.0017558743 130:−0.00021409123 131:8.4772248e−005

132:−0.00059640477 133:0.00091315049 134:0.0029517044 135:0.0012407211 136:0.001771849

137:0.00061086519 138:0.0016401729 139:1.1190635e−005 140:0.00066645071

141:0.0020694127 142:−0.0019681684 143:−0.0010553099 144:0.0023889465 145:0.0018726855

146:−0.00070473028 147:−0.0012693994 148:0.0013133255 149:0.0017171054 150:−0.0023144449

151:0.0023775783 152:−0.00045603843 153:−0.0020286744 154:−3.1378081e−006

155:−0.0017911249 156:0.00026146293 157:−0.00066072296 158:−0.0012093179

159:0.00038491705 160:0.00085559086 161:0.0025676095 162:0.0016044743 163:−0.00089113193

164:0.0024120815 165:0.0010050905 166:0.0013388922 167:−1.9663272e−005

168:−0.00063788053 169:−0.001915552 170:−0.0015327755 171:−0.00080461183 172:−0.0022213417

173:−0.0012071569 174:0.00085961225 175:1.1924029e−005 176:−0.00010044254

177:0.0011742229 178:−0.00082149269 179:−0.0016058821 180:−0.0010348763 181:−0.00091460953

182:−0.0004915254 183:−0.00073268131 184:0.00074214442 185:−0.0018549222

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196:0.0006169476 197:0.0019146017 198:−0.001938576 199:0.00174745 200:−0.00036255008

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210:−0.00086329813 211:0.00089030684 212:−0.0019820002 213:6.8280075e−005 214:−0.00089089427

215:−0.0011382027 216:−0.0011946515 217:−0.031154955 218:−0.018805003

219:−0.01448297 220:−0.014768096 221:−0.01189405 222:−0.0050329659 223:−0.0038689009

224:2.2608641e−005 225:−0.00011902419 226:−0.018885663 227:−0.0053921309 228:−0.0018284534

229:−0.0052720057 230:−0.009582757 231:−0.0060223294 232:−0.0011540388

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248:−0.0027006424 249:−0.0030078713 250:−0.0061391126 251:−0.0061381557 252:−0.0049137147

253:−0.0035512438 254:−0.012955156 255:−0.022692045 256:−0.019110594 257:−0.019834602

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262:−0.0010775019 263:−0.0019687952 264:−0.0064801569 265:−0.0049881209 266:−0.0030259397

267:−0.0079323547 268:−0.043975201 269:−0.047393609 270:−0.0097410055 271:−0.0014055291

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282:−0.023953391 283:−0.005625559 284:−0.035487764 285:−0.029201077 286:−0.011287678

287:−0.0095548136 288:−5.3504686e−005 289:−0.0016710128 290:0.0016311913

291:0.0015074767 292:0.0012213683 293:−0.0015347537 294:−7.1857015e−005 295:−0.0013649603

296:−0.0018400808 297:−0.0011357415 298:0.00029335488 299:−0.00027912227

300:0.003004099 301:−0.00078015722 302:−0.00046966597 303:−0.00038853599

304:0.0011859888 305:−0.0017202824 306:0.0010953069 307:0.0015855392 308:−0.0017361958

309:0.0011252258 310:0.00020620346 311:−0.0008949365 312:−0.00079829368 313:−0.00031991332

314:0.0018246222 315:0.00081679551 316:0.00071390043 317:0.00014404937

318:0.00030348785 319:0.0007406784 320:0.00051131583 321:0.0007617402 322:0.0015480069

323:0.00016401848 324:−0.0024698905 325:−0.00046456934 326:−0.0014662248 327:−0.00017874227

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332:0.0013844321 333:0.00018908412 334:−4.6850397e−005 335:0.00017908432

336:0.0027642041 337:−0.00026057736 338:−0.0019368717 339:0.0012275067 340:−0.0021567047 #

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6:−0.37115183 7:1.6812637 8:−3.7509978 9:0.51045167 10:4.1135268 11:0.76780587 12:1.3013476

13:−0.53182048 14:1.9176185 15:1.1816503 16:−0.35555935 17:−1.2507631 18:−1.747479

19:−1.9851712 20:−5.4316225 21:−0.64183134 22:−0.1643706 23:0.49522722 24:−0.50650555

25:1.0811261 26:0.4170202 27:0.59523118 28:−0.86196548 29:0.98918843 30:2.7127433

31:0.09164647 32:1.818579 33:−0.2627672 34:−1.4432161 35:−2.6616316 36:−1.7954003

37:1.4497789 38:−0.026815932 39:0.10891506 40:0.39038053 41:1.1279498 42:−0.46706548

43:−0.043462954 44:0.95625806 45:1.2252256 46:1.529254 47:−0.070296757 48:−1.0965108

49:−1.1075377 50:0.40098587 51:−0.39495179 52:1.1051384 53:0.0084416987 54:−0.055172343

55:1.228945 56:−0.13040337 57:0.0009495847 58:−0.00063543959 59:0.00017326932

60:0.0011059562 61:0.0022817524 62:−0.0032958018 63:0.00029474383 64:−0.0021514872

65:−0.0054451232 66:−0.0024786978 67:3.7493555e−005 68:0.00035079228 69:0.0023467517

70:0.001588242 71:0.001914337 72:0.0012793314 73:0.0016132059 74:0.00040791018

75:0.0013395234 76:0.00060126832 77:0.0017832168 78:0.0019726807 79:0.0013805456

80:−0.00077531522 81:3.2110733e−005 82:0.0011871321 83:0.00056208909 84:0.0005204202

85:0.0010900472 86:0.0016796719 87:0.0010130677 88:0.00086538575 89:0.0014052332

90:0.0012018452 91:0.00018189113 92:0.00057689246 93:0.0018313623 94:0.0026408355

95:0.00079052034 96:0.0019842789 97:−0.0015824389 98:−0.00092224235 99:−0.0010365265

100:−8.9265384e−005 101:−0.00011542163 102:0.0024433194 103:0.0015950786 104:−0.001393425

105:−0.00076850987 106:−0.0017206173 107:−0.0011140696 108:−0.0020789856

109:0.0013786858 110:−0.00081737712 111:−0.0025310477 112:−0.0010236512 113:−0.00049510651

114:0.0013168686 115:−0.0017368494 116:−0.00051662087 117:−0.0011937086

118:−0.0008155898 119:−0.0014308705 120:−0.00060646527 121:−0.0023188046 122:−0.00047986541

123:−0.0017967777 124:−0.0028703539 125:−0.0008995044 126:−0.0044899271

127:−0.0037051167 128:0.00010453928 129:0.0017558743 130:−0.00021409123 131:8.4772248e−005

132:−0.00059640477 133:0.00091315049 134:0.0029517044 135:0.0012407211

136:0.001771849 137:0.00061086519 138:0.0016401729 139:1.1190635e−005 140:0.00066645071

141:0.0020694127 142:−0.0019681684 143:−0.0010553099 144:0.0023889465 145:0.0018726855

146:−0.00070473028 147:−0.0012693994 148:0.0013133255 149:0.0017171054 150:−0.0023144449

151:0.0023775783 152:−0.00045603843 153:−0.0020286744 154:−3.1378081e−006

155:−0.0017911249 156:0.00026146293 157:−0.00066072296 158:−0.0012093179

159:0.00038491705 160:0.00085559086 161:0.0025676095 162:0.0016044743 163:−0.00089113193

164:0.0024120815 165:0.0010050905 166:0.0013388922 167:−1.9663272e−005

168:−0.00063788053 169:−0.001915552 170:−0.0015327755 171:−0.00080461183 172:−0.0022213417

173:−0.0012071569 174:0.00085961225 175:1.1924029e−005 176:−0.00010044254

177:0.0011742229 178:−0.00082149269 179:−0.0016058821 180:−0.0010348763 181:−0.00091460953

182:−0.0004915254 183:−0.00073268131 184:0.00074214442 185:−0.0018549222

186:−0.00029827142 187:−0.0012626129 188:0.0011506754 189:0.0014984758 190:0.001521907

191:0.0011545231 192:−0.0017103127 193:−0.0005076346 194:−0.00046162415 195:−0.00039687741

196:0.0006169476 197:0.0019146017 198:−0.001938576 199:0.00174745 200:−0.00036255008

201:0.001886385 202:0.00071268051 203:−0.0015044769 204:−0.00094833004

205:0.0020877882 206:−0.0016524799 207:−0.002788797 208:0.001349878 209:0.001943506

210:−0.00086329813 211:0.00089030684 212:−0.0019820002 213:6.8280075e−005

214:−0.00089089427 215:−0.0011382027 216:−0.0011946515 217:−0.031154955 218:−0.018805003

219:−0.01448297 220:−0.014768096 221:−0.01189405 222:−0.0050329659 223:−0.0038689009

224:2.2608641e−005 225:−0.00011902419 226:−0.018885663 227:−0.0053921309 228:−0.0018284534

229:−0.0052720057 230:−0.009582757 231:−0.0060223294 232:−0.0011540388

233:−0.0011784985 234:−0.0036054854 235:−0.0014334067 236:−0.0057753613 237:−0.092932746

238:−0.071324907 239:−0.0057371478 240:−0.006171681 241:−0.0023048196 242:−0.0031618457

243:−0.0039265179 244:−0.036298919 245:−0.026567493 246:−0.048627507 247:−0.022513576

248:−0.0027006424 249:−0.0030078713 250:−0.0061391126 251:−0.0061381557 252:−0.0049137147

253:−0.0035512438 254:−0.012955156 255:−0.022692045 256:−0.019110594 257:−0.019834602

258:−0.0055528483 259:−0.0031212247 260:−0.0048848111 261:−0.0025836895

262:−0.0010775019 263:−0.0019687952 264:−0.0064801569 265:−0.0049881209 266:−0.0030259397

267:−0.0079323547 268:−0.043975201 269:−0.047393609 270:−0.0097410055 271:−0.0014055291

272:−0.0071474779 273:−0.015365882 274:−0.01525611 275:−0.0060280701 276:−0.0022994229

277:−0.044466536 278:−0.037435107 279:−0.021463662 280:−0.0029869985 281:−0.030177595

282:−0.023953391 283:−0.005625559 284:−0.035487764 285:−0.029201077 286:−0.011287678

287:−0.0095548136 288:−5.3504686e−005 289:−0.0016710128 290:−0.0016311913

291:0.0015074767 292:0.0012213683 293:−0.0015347537 294:−7.1857015e−005 295:−0.0013649603

296:−0.0018400808 297:−0.0011357415 298:0.00029335488 299:−0.00027912227

300:0.003004099 301:−0.00078015722 302:−0.00046966597 303:−0.00038853599

304:0.0011859888 305:−0.0017202824 306:0.0010953069 307:0.0015855392 308:−0.0017361958

309:0.0011252258 310:0.00020620346 311:−0.0008949365 312:−0.00079829368 313:−0.00031991332

314:0.0018246222 315:0.00081679551 316:0.00071390043 317:0.00014404937

318:0.00030348785 319:0.0007406784 320:0.00051131583 321:0.0007617402 322:0.0015480069

323:0.00016401848 324:−0.0024698905 325:−0.00046456934 326:−0.0014662248 327:−0.00017874227

328:0.0024365219 329:−0.00083040918 330:0.00055475923 331:−2.3758541e−005

332:0.0013844321 333:0.00018908412 334:−4.6850397e−005 335:0.00017908432

336:0.0027642041 337:−0.00026057736 338:−0.0019368717 339:0.0012275067 340:−0.0021567047 #

0.00097418464150607364 1:6.7611756 2:−14.71443 3:8.2472305 4:7.897903 5:2.2104344

6:1.6990815 7:−5.5606017 8:−3.6665649 9:0.020383494 10:−2.7719841 11:4.6774445 12:7.1823139

13:0.92396528 14:−5.7546 15:−2.7706814 16:−6.6301026 17:−2.2711689 18:−1.306276

19:−1.7461162 20:1.3542767 21:−1.3777606 22:0.60129839 23:0.24038176 24:−1.4764284

25:−1.0552083 26:−1.0486079 27:1.2815171 28:−0.14424071 29:−0.014129613 30:0.8364315

31:−0.93981826 32:−0.82154411 33:−0.51832187 34:1.1584929 35:0.8353551 36:0.14221531

37:0.50732559 38:−0.15574506 39:−0.080617838 40:0.63888073 41:0.45644015 42:−0.64732808

43:0.5694508 44:−0.11251554 45:−0.1094914 46:0.092000626 47:−0.11982939 48:−0.33667779

49:0.061028276 50:0.10834024 51:0.053820822 52:0.26874837 53:−0.29877242 54:0.13643929

55:0.10052268 56:0.17111219 57:0.0009495847 58:−0.00063543959 59:0.00017326932

60:0.0011059562 61:0.0022817524 62:−0.0032958018 63:0.00029474383 64:−0.0021514872

65:−0.0054451232 66:−0.0024786978 67:3.7493555e−005 68:0.00035079228 69:0.0023467517

70:0.001588242 71:0.001914337 72:0.0012793314 73:0.0016132059 74:0.00040791018

75:0.0013395234 76:0.00060126832 77:0.0017832168 78:0.0019726807 79:0.0013805456

80:−0.00077531522 81:3.2110733e−005 82:0.0011871321 83:0.00056208909 84:0.0005204202

85:0.0010900472 86:0.0016796719 87:0.0010130677 88:0.00086538575 89:0.0014052332

90:0.0012018452 91:0.00018189113 92:0.00057689246 93:0.0018313623 94:0.0026408355

95:0.00079052034 96:0.0019842789 97:−0.0015824389 98:−0.00092224235 99:−0.0010365265

100:−8.9265384e−005 101:−0.00011542163 102:0.0024433194 103:0.0015950786 104:−0.001393425

105:−0.00076850987 106:−0.0017206173 107:−0.0011140696 108:−0.0020789856

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114:0.0013168686 115:−0.0017368494 116:−0.00051662087 117:−0.0011937086

118:−0.0008155898 119:−0.0014308705 120:−0.00060646527 121:−0.0023188046 122:−0.00047986541

123:−0.0017967777 124:−0.0028703539 125:−0.0008995044 126:−0.0044899271

127:−0.0037051167 128:0.00010453928 129:0.0017558743 130:−0.00021409123 131:8.4772248e−005

132:−0.00059640477 133:0.00091315049 134:0.0029517044 135:0.0012407211

136:0.001771849 137:0.00061086519 138:0.0016401729 139:1.1190635e−005 140:0.00066645071

141:0.0020694127 142:−0.0019681684 143:−0.0010553099 144:0.0023889465 145:0.0018726855

146:−0.00070473028 147:−0.0012693994 148:0.0013133255 149:0.0017171054 150:−0.0023144449

151:0.0023775783 152:−0.00045603843 153:−0.0020286744 154:−3.1378081e−006

155:−0.0017911249 156:0.00026146293 157:−0.00066072296 158:−0.0012093179

159:0.00038491705 160:0.00085559086 161:0.0025676095 162:0.0016044743 163:−0.00089113193

164:0.0024120815 165:0.0010050905 166:0.0013388922 167:−1.9663272e−005

168:−0.00063788053 169:−0.001915552 170:−0.0015327755 171:−0.00080461183 172:−0.0022213417

173:−0.0012071569 174:0.00085961225 175:1.1924029e−005 176:−0.00010044254

177:0.0011742229 178:−0.00082149269 179:−0.0016058821 180:−0.0010348763 181:−0.00091460953

182:−0.0004915254 183:−0.00073268131 184:0.00074214442 185:−0.0018549222

186:−0.00029827142 187:−0.0012626129 188:0.0011506754 189:0.0014984758 190:0.001521907

191:0.0011545231 192:−0.0017103127 193:−0.0005076346 194:−0.00046162415 195:−0.00039687741

196:0.0006169476 197:0.0019146017 198:−0.001938576 199:0.00174745 200:−0.00036255008

201:0.001886385 202:0.00071268051 203:−0.0015044769 204:−0.00094833004

205:−0.0020877882 206:−0.0016524799 207:−0.002788797 208:0.001349878 209:0.001943506

210:−0.00086329813 211:0.00089030684 212:−0.0019820002 213:6.8280075e−005

214:−0.00089089427 215:−0.0011382027 216:−0.0011946515 217:−0.031154955 218:−0.018805003

219:−0.01448297 220:−0.014768096 221:−0.01189405 222:−0.0050329659 223:−0.0038689009

224:2.2608641e−005 225:−0.00011902419 226:−0.018885663 227:−0.0053921309 228:−0.0018284534

229:−0.0052720057 230:−0.009582757 231:−0.0060223294 232:−0.0011540388

233:−0.0011784985 234:−0.0036054854 235:−0.0014334067 236:−0.0057753613 237:−0.092932746

238:−0.071324907 239:−0.0057371478 240:−0.006171681 241:−0.0023048196 242:−0.0031618457

243:−0.0039265179 244:−0.036298919 245:−0.026567493 246:−0.048627507 247:−0.022513576

248:−0.0027006424 249:−0.0030078713 250:−0.0061391126 251:−0.0061381557 252:−0.0049137147

253:−0.0035512438 254:−0.012955156 255:−0.022692045 256:−0.019110594 257:−0.019834602

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262:−0.0010775019 263:−0.0019687952 264:−0.0064801569 265:−0.0049881209 266:−0.0030259397

267:−0.0079323547 268:−0.043975201 269:−0.047393609 270:−0.0097410055 271:−0.0014055291

272:−0.0071474779 273:−0.015365882 274:−0.01525611 275:−0.0060280701 276:−0.0022994229

277:−0.044466536 278:−0.037435107 279:−0.021463662 280:−0.0029869985 281:−0.030177595

282:−0.023953391 283:−0.005625559 284:−0.035487764 285:−0.029201077 286:−0.011287678

287:−0.0095548136 288:−5.3504686e−005 289:−0.0016710128 290:0.0016311913

291:0.0015074767 292:0.0012213683 293:−0.0015347537 294:−7.1857015e−005 295:−0.0013649603

296:−0.0018400808 297:−0.0011357415 298:0.00029335488 299:−0.00027912227

300:0.003004099 301:−0.00078015722 302:−0.00046966597 303:−0.00038853599

304:0.0011859888 305:−0.0017202824 306:0.0010953069 307:0.0015855392 308:−0.0017361958

309:0.0011252258 310:0.00020620346 311:−0.0008949365 312:−0.00079829368 313:−0.00031991332

314:0.0018246222 315:0.00081679551 316:0.00071390043 317:0.00014404937

318:0.00030348785 319:0.0007406784 320:0.00051131583 321:0.0007617402 322:0.0015480069

323:0.00016401848 324:−0.0024698905 325:−0.00046456934 326:−0.0014662248 327:−0.00017874227

328:0.0024365219 329:−0.00083040918 330:0.00055475923 331:−2.3758541e−005

332:0.0013844321 333:0.00018908412 334:−4.6850397e−005 335:0.00017908432

336:0.0027642041 337:−0.00026057736 338:−0.0019368717 339:0.0012275067 340:−0.0021567047 #

0.003263013586870337 1:−4.7538085 2:−0.59608591 3:1.9817924 4:0.188968 5:1.4622716

6:2.7846963 7:−0.015608484 8:−0.34373811 9:−0.33039114 10:1.4307724 11:0.19272146

12:−0.23617357 13:−0.0479552 14:2.1887279 15:−0.70616794 16:1.0666244 17:−2.6240268

18:−0.24965028 19:0.62618273 20:0.39855644 21:−0.77940083 22:−1.0156705 23:0.63041109

24:−0.12485303 25:−0.042265873 26:0.166668 27:0.74196172 28:3.572463 29:1.9412031

30:2.2433181 31:0.82924473 32:−0.9799 33:0.84773189 34:0.17739867 35:0.80027115

36:0.98595488 37:−0.35706881 38:0.18436019 39:0.54515535 40:0.16205844 41:1.3908807

42:−0.064833641 43:0.29049823 44:−0.8086499 45:2.148047 46:−0.92554474 47:0.78878492

48:1.6272061 49:−2.0635402 50:−0.98432845 51:−1.0829464 52:−1.1132796 53:0.54404491

54:0.82486242 55:−0.77055466 56:1.5471666 57:0.0009495847 58:−0.00063543959

59:0.00017326932 60:0.0011059562 61:0.0022817524 62:−0.0032958018 63:0.00029474383

64:−0.0021514872 65:−0.0054451232 66:−0.0024786978 67:3.7493555e−005 68:0.00035079228

69:0.0023467517 70:0.001588242 71:0.001914337 72:0.0012793314 73:0.0016132059

74:0.00040791018 75:0.0013395234 76:0.00060126832 77:0.0017832168 78:0.0019726807

79:0.0013805456 80:−0.00077531522 81:3.2110733e−005 82:0.0011871321 83:0.00056208909

84:0.0005204202 85:0.0010900472 86:0.0016796719 87:0.0010130677 88:0.00086538575

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296:−0.0018400808 297:−0.0011357415 298:0.00029335488 299:−0.00027912227

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304:0.0011859888 305:−0.0017202824 306:0.0010953069 307:0.0015855392 308:−0.0017361958

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318:0.00030348785 319:0.0007406784 320:0.00051131583 321:0.0007617402 322:0.0015480069

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336:0.0027642041 337:−0.00026057736 338:−0.0019368717 339:0.0012275067 340:−0.0021567047 #

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6:3.6725602 7:2.614264 8:2.3370502 9:−2.1257644 10:−0.6181981 11:0.25396436 12:1.6628995

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31:1.2145813 32:1.0306679 33:0.56277591 34:0.6252628 35:1.3868178 36:0.95188469

37:0.76303911 38:0.64999557 39:−1.9922973 40:−0.72694093 41:0.86111587 42:−0.41919318

43:0.025058085 44:−0.73094058 45:0.0028740941 46:−0.55918264 47:0.36742008 48:−0.26092228

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65:−0.0054451232 66:−0.0024786978 67:3.7493555e−005 68:0.00035079228 69:0.0023467517

70:0.001588242 71:0.001914337 72:0.0012793314 73:0.0016132059 74:0.00040791018

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105:−0.00076850987 106:−0.0017206173 107:−0.0011140696 108:−0.0020789856

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173:−0.0012071569 174:0.00085961225 175:1.1924029e−005 176:−0.00010044254

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318:0.00030348785 319:0.0007406784 320:0.00051131583 321:0.0007617402 322:0.0015480069

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336:0.0027642041 337:−0.00026057736 338:−0.0019368717 339:0.0012275067 340:−0.0021567047 #

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6:−0.10096657 7:−1.1228001 8:−3.6788621 9:−1.2726107 10:−2.0068936 11:−2.3925679 12:1.0569448

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25:4.3714228 26:−0.19307458 27:−1.039034 28:−1.4048718 29:−1.5676883 30:−1.3980765

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80:−0.00077531522 81:3.2110733e−005 82:0.0011871321 83:0.00056208909 84:0.0005204202

85:0.0010900472 86:0.0016796719 87:0.0010130677 88:0.00086538575 89:0.0014052332

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304:0.0011859888 305:−0.0017202824 306:0.0010953069 307:0.0015855392 308:−0.0017361958

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336:0.0027642041 337:−0.00026057736 338:−0.0019368717 339:0.0012275067 340:−0.0021567047 #

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287:−0.0095548136 288:−5.3504686e−005 289:−0.0016710128 290:0.0016311913

291:0.0015074767 292:0.0012213683 293:−0.0015347537 294:−7.1857015e−005 295:−0.0013649603

296:−0.0018400808 297:−0.0011357415 298:0.00029335488 299:−0.00027912227

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304:0.0011859888 305:−0.0017202824 306:0.0010953069 307:0.0015855392 308:−0.0017361958

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314:0.0018246222 315:0.00081679551 316:0.00071390043 317:0.00014404937

318:0.00030348785 319:0.0007406784 320:0.00051131583 321:0.0007617402 322:0.0015480069

323:0.00016401848 324:−0.0024698905 325:−0.00046456934 326:−0.0014662248 327:−0.00017874227

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336:0.0027642041 337:−0.00026057736 338:−0.0019368717 339:0.0012275067 340:−0.0021567047 #

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6:−1.0701555 7:2.6190839 8:−1.5763268 9:−0.24684133 10:7.6938968 11:−1.0055476 12:0.37766281

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25:2.1235414 26:−0.84740353 27:1.1789974 28:1.5507125 29:−2.3316514 30:−0.99013168

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55:0.043809652 56:0.48585305 57:0.0009495847 58:−0.00063543959 59:0.00017326932

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65:−0.0054451232 66:−0.0024786978 67:3.7493555e−005 68:0.00035079228 69:0.0023467517

70:0.001588242 71:0.001914337 72:0.0012793314 73:0.0016132059 74:0.00040791018

75:0.0013395234 76:0.00060126832 77:0.0017832168 78:0.0019726807 79:0.0013805456

80:−0.00077531522 81:3.2110733e−005 82:0.0011871321 83:0.00056208909 84:0.0005204202

85:0.0010900472 86:0.0016796719 87:0.0010130677 88:0.00086538575 89:0.0014052332

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155:−0.0017911249 156:0.00026146293 157:−0.00066072296 158:−0.0012093179

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314:0.0018246222 315:0.00081679551 316:0.00071390043 317:0.00014404937

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336:0.0027642041 337:−0.00026057736 338:−0.0019368717 339:0.0012275067 340:−0.0021567047 #

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6:−1.0208944 7:−0.012796087 8:0.31668177 9:1.7832772 10:2.1886377 11:−2.8534501 12:1.0220896

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66:−0.0024786978 67:3.7493555e−005 68:0.00035079228 69:0.0023467517 70:0.001588242

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81:3.2110733e−005 82:0.0011871321 83:0.00056208909 84:0.0005204202 85:0.0010900472

86:0.0016796719 87:0.0010130677 88:0.00086538575 89:0.0014052332 90:0.0012018452

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128:0.00010453928 129:0.0017558743 130:−0.00021409123 131:8.4772248e−005

132:−0.00059640477 133:0.00091315049 134:0.0029517044 135:0.0012407211 136:0.001771849

137:0.00061086519 138:0.0016401729 139:1.1190635e−005 140:0.00066645071

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168:−0.00063788053 169:−0.001915552 170:−0.0015327755 171:−0.00080461183 172:−0.0022213417

173:−0.0012071569 174:0.00085961225 175:1.1924029e−005 176:−0.00010044254

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336:0.0027642041 337:−0.00026057736 338:−0.0019368717 339:0.0012275067 340:−0.0021567047 #

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336:0.0027642041 337:−0.00026057736 338:−0.0019368717 339:0.0012275067 340:−0.0021567047 #

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6:4.4525976 7:2.2225649 8:1.906949 9:2.5413458 10:−3.9868 11:−0.63038528 12:2.1551003

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336:0.0027642041 337:−0.00026057736 338:−0.0019368717 339:0.0012275067 340:−0.0021567047 #

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6:−0.66245055 7:6.5618205 8:0.32615471 9:1.1786789 10:−4.1691036 11:−0.4203403 12:1.7752379

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32:0.14404362 33:1.9053147 34:0.21452859 35:−0.28400692 36:−1.4552145 37:0.40343893

38:0.31537935 39:1.3406228 40:−0.58248907 41:−1.2276702 42:−0.44912559 43:1.5652546

44:0.86094886 45:0.59833056 46:−0.37570837 47:−0.0020856087 48:0.72526038 49:−0.88049543

50:−0.21417078 51:−1.5004665 52:0.59476405 53:0.69179738 54:−0.28262526 55:0.29808122

56:−0.39380914 57:0.0009495847 58:−0.00063543959 59:0.00017326932 60:0.0011059562

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66:−0.0024786978 67:3.7493555e−005 68:0.00035079228 69:0.0023467517 70:0.001588242

71:0.001914337 72:0.0012793314 73:0.0016132059 74:0.00040791018 75:0.0013395234

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86:0.0016796719 87:0.0010130677 88:0.00086538575 89:0.0014052332 90:0.0012018452

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253:−0.0035512438 254:−0.012955156 255:−0.022692045 256:−0.019110594 257:−0.019834602

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277:−0.044466536 278:−0.037435107 279:−0.021463662 280:−0.0029869985 281:−0.030177595

282:−0.023953391 283:−0.005625559 284:−0.035487764 285:−0.029201077 286:−0.011287678

287:−0.0095548136 288:−5.3504686e−005 289:−0.0016710128 290:0.0016311913

291:0.0015074767 292:0.0012213683 293:−0.0015347537 294:−7.1857015e−005 295:−0.0013649603

296:−0.0018400808 297:−0.0011357415 298:0.00029335488 299:−0.00027912227

300:0.003004099 301:−0.00078015722 302:−0.00046966597 303:−0.00038853599

304:0.0011859888 305:−0.0017202824 306:0.0010953069 307:0.0015855392 308:−0.0017361958

309:0.0011252258 310:0.00020620346 311:−0.0008949365 312:−0.00079829368 313:−0.00031991332

314:0.0018246222 315:0.00081679551 316:0.00071390043 317:0.00014404937

318:0.00030348785 319:0.0007406784 320:0.00051131583 321:0.0007617402 322:0.0015480069

323:0.00016401848 324:−0.0024698905 325:−0.00046456934 326:−0.0014662248 327:−0.00017874227

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332:0.0013844321 333:0.00018908412 334:−4.6850397e−005 335:0.00017908432

336:0.0027642041 337:−0.00026057736 338:−0.0019368717 339:0.0012275067 340:−0.0021567047 #

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6:−0.45588413 7:−0.88993597 8:−5.7085314 9:−1.9537624 10:−0.09565293 11:0.38187858

12:−1.137969 13:−0.76989567 14:0.38682535 15:−1.6267631 16:−0.19945671 17:1.2119049

18:0.22235118 19:−0.8249591 20:−2.607296 21:−0.31416124 22:2.4226515 23:−0.036228649

24:0.044377733 25:−0.85722339 26:1.6688207 27:−3.1746669 28:−0.53754961 29:−1.5170302

30:1.2003756 31:−1.0720835 32:0.67520529 33:−0.65237749 34:0.67227352 35:2.4610274

36:0.93812031 37:1.1232651 38:−0.14917752 39:−1.1775687 40:0.92472392 41:−0.046555012

42:1.5438993 43:0.75920689 44:−0.40638646 45:0.84706259 46:−1.2272241 47:1.2393662

48:−1.6440406 49:0.48244566 50:0.60142046 51:1.1816202 52:−0.1325352 53:0.40169922

54:2.0415785 55:0.1321009 56:0.54975611 57:0.0009495847 58:−0.00063543959

59:0.00017326932 60:0.0011059562 61:0.0022817524 62:−0.0032958018 63:0.00029474383

64:−0.0021514872 65:−0.0054451232 66:−0.0024786978 67:3.7493555e−005 68:0.00035079228

69:0.0023467517 70:0.001588242 71:0.001914337 72:0.0012793314 73:0.0016132059

74:0.00040791018 75:0.0013395234 76:0.00060126832 77:0.0017832168 78:0.0019726807

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84:0.0005204202 85:0.0010900472 86:0.0016796719 87:0.0010130677 88:0.00086538575

89:0.0014052332 90:0.0012018452 91:0.00018189113 92:0.00057689246 93:0.0018313623

94:0.0026408355 95:0.00079052034 96:0.0019842789 97:−0.0015824389 98:−0.00092224235

99:−0.0010365265 100:−8.9265384e−005 101:−0.00011542163 102:0.0024433194 103:0.0015950786

104:−0.001393425 105:−0.00076850987 106:−0.0017206173 107:−0.0011140696 108:−0.0020789856

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113:−0.00049510651 114:0.0013168686 115:−0.0017368494 116:−0.00051662087 117:−0.0011937086

118:−0.0008155898 119:−0.0014308705 120:−0.00060646527 121:−0.0023188046

122:−0.00047986541 123:−0.0017967777 124:−0.0028703539 125:−0.0008995044 126:−0.0044899271

127:−0.0037051167 128:0.00010453928 129:0.0017558743 130:−0.00021409123

131:8.4772248e−005 132:−0.00059640477 133:0.00091315049 134:0.0029517044

135:0.0012407211 136:0.001771849 137:0.00061086519 138:0.0016401729 139:1.1190635e−005

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145:0.0018726855 146:−0.00070473028 147:−0.0012693994 148:0.0013133255 149:0.0017171054

150:−0.0023144449 151:0.0023775783 152:−0.00045603843 153:−0.0020286744 154:−3.1378081e−006

155:−0.0017911249 156:0.00026146293 157:−0.00066072296 158:−0.0012093179

159:0.00038491705 160:0.00085559086 161:0.0025676095 162:0.0016044743 163:−0.00089113193

164:0.0024120815 165:0.0010050905 166:0.0013388922 167:−1.9663272e−005

168:−0.00063788053 169:−0.001915552 170:−0.0015327755 171:−0.00080461183 172:−0.0022213417

173:−0.0012071569 174:0.00085961225 175:1.1924029e−005 176:−0.00010044254

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210:−0.00086329813 211:0.00089030684 212:−0.0019820002 213:6.8280075e−005 214:−0.00089089427

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219:−0.01448297 220:−0.014768096 221:−0.01189405 222:−0.0050329659 223:−0.0038689009

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296:−0.0018400808 297:−0.0011357415 298:0.00029335488 299:−0.00027912227

300:0.003004099 301:−0.00078015722 302:−0.00046966597 303:−0.00038853599

304:0.0011859888 305:−0.0017202824 306:0.0010953069 307:0.0015855392 308:−0.0017361958

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314:0.0018246222 315:0.00081679551 316:0.00071390043 317:0.00014404937

318:0.00030348785 319:0.0007406784 320:0.00051131583 321:0.0007617402 322:0.0015480069

323:0.00016401848 324:−0.0024698905 325:−0.00046456934 326:−0.0014662248 327:−0.00017874227

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332:0.0013844321 333:0.00018908412 334:−4.6850397e−005 335:0.00017908432

336:0.0027642041 337:−0.00026057736 338:−0.0019368717 339:0.0012275067 340:−0.0021567047 #

0.0026927785065002439 1:−5.8183594 2:11.128675 3:0.79399675 4:5.2573433 5:4.4285293

6:0.95433325 7:−0.69111842 8:−4.1106591 9:2.5315742 10:2.0295665 11:−2.6745369

12:0.84233916 13:−1.7253991 14:2.8288822 15:−2.9223824 16:−2.9646323 17:3.0143211

18:2.6608479 19:3.9952185 20:1.4995718 21:2.1989398 22:−0.47424674 23:1.3009776

24:−0.16630308 25:1.0945835 26:0.041169818 27:2.9997933 28:−0.13137996 29:−0.63695759

30:1.4042147 31:−0.41155079 32:−1.1410439 33:−0.95365351 34:−1.3116107 35:1.0361317

36:0.094957031 37:1.8969471 38:0.70636696 39:0.98500276 40:−0.70368975 41:1.107469

42:0.28593799 43:−1.0727774 44:2.3539567 45:−0.2301666 46:−1.369817 47:0.032493874

48:−0.78619826 49:0.50169325 50:−0.67888361 51:−0.14426404 52:0.59420002 53:0.2140806

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64:−0.0021514872 65:−0.0054451232 66:−0.0024786978 67:3.7493555e−005 68:0.00035079228

69:0.0023467517 70:0.001588242 71:0.001914337 72:0.0012793314 73:0.0016132059

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79:0.0013805456 80:−0.00077531522 81:3.2110733e−005 82:0.0011871321 83:0.00056208909

84:0.0005204202 85:0.0010900472 86:0.0016796719 87:0.0010130677 88:0.00086538575

89:0.0014052332 90:0.0012018452 91:0.00018189113 92:0.00057689246 93:0.0018313623

94:0.0026408355 95:0.00079052034 96:0.0019842789 97:−0.0015824389 98:−0.00092224235

99:−0.0010365265 100:−8.9265384e−005 101:−0.00011542163 102:0.0024433194 103:0.0015950786

104:−0.001393425 105:−0.00076850987 106:−0.0017206173 107:−0.0011140696 108:−0.0020789856

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131:8.4772248e−005 132:−0.00059640477 133:0.00091315049 134:0.0029517044

135:0.0012407211 136:0.001771849 137:0.00061086519 138:0.0016401729 139:1.1190635e−005

140:0.00066645071 141:0.0020694127 142:−0.0019681684 143:−0.0010553099 144:0.0023889465

145:0.0018726855 146:−0.00070473028 147:−0.0012693994 148:0.0013133255 149:0.0017171054

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155:−0.0017911249 156:0.00026146293 157:−0.00066072296 158:−0.0012093179

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173:−0.0012071569 174:0.00085961225 175:1.1924029e−005 176:−0.00010044254

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309:0.0011252258 310:0.00020620346 311:−0.0008949365 312:−0.00079829368 313:−0.00031991332

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336:0.0027642041 337:−0.00026057736 338:−0.0019368717 339:0.0012275067 340:−0.0021567047 #

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291:0.0015074767 292:0.0012213683 293:−0.0015347537 294:−7.1857015e−005 295:−0.0013649603

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304:0.0011859888 305:−0.0017202824 306:0.0010953069 307:0.0015855392 308:−0.0017361958

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314:0.0018246222 315:0.00081679551 316:0.00071390043 317:0.00014404937

318:0.00030348785 319:0.0007406784 320:0.00051131583 321:0.0007617402 322:0.0015480069

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336:0.0027642041 337:−0.00026057736 338:−0.0019368717 339:0.0012275067 340:−0.0021567047 #

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6:−1.2617569 7:7.5231724 8:−1.001968 9:−3.2742054 10:−4.0525489 11:−3.2061014 12:1.1717849

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81:3.2110733e−005 82:0.0011871321 83:0.00056208909 84:0.0005204202 85:0.0010900472

86:0.0016796719 87:0.0010130677 88:0.00086538575 89:0.0014052332 90:0.0012018452

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336:0.0027642041 337:−0.00026057736 338:−0.0019368717 339:0.0012275067 340:−0.0021567047 #

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6:4.2801876 7:−6.5564938 8:−2.7858698 9:−10.711282 10:5.1795998 11:0.23074189 12:2.5389693

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105:−0.00076850987 106:−0.0017206173 107:−0.0011140696 108:−0.0020789856

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336:0.0027642041 337:−0.00026057736 338:−0.0019368717 339:0.0012275067 340:−0.0021567047 #

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296:−0.0018400808 297:−0.0011357415 298:0.00029335488 299:−0.00027912227

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318:0.00030348785 319:0.0007406784 320:0.00051131583 321:0.0007617402 322:0.0015480069

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336:0.0027642041 337:−0.00026057736 338:−0.0019368717 339:0.0012275067 340:−0.0021567047 #

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6:−8.9968224 7:−2.4731126 8:−1.0733718 9:1.2842386 10:−2.012439 11:−0.15039405 12:−2.9278686

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336:0.0027642041 337:−0.00026057736 338:−0.0019368717 339:0.0012275067 340:−0.0021567047 #

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6:5.0700855 7:0.022931358 8:1.0390165 9:−1.5287296 10:−1.8780161 11:−5.8217788 12:−3.495168

13:−2.9807045 14:−0.93120396 15:−0.96876276 16:1.1067419 17:2.2245276 18:−0.5159561

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37:0.84727097 38:−0.78944671 39:−0.60838294 40:−0.033466902 41:−0.67201972 42:−0.76183414

43:−0.99352539 44:−0.0064195753 45:−0.52377898 46:0.28889599 47:0.2890828 48:−0.56622463

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55:−0.32560554 56:−0.35243595 57:0.0009495847 58:−0.00063543959 59:0.00017326932

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65:−0.0054451232 66:−0.0024786978 67:3.7493555e−005 68:0.00035079228 69:0.0023467517

70:0.001588242 71:0.001914337 72:0.0012793314 73:0.0016132059 74:0.00040791018

75:0.0013395234 76:0.00060126832 77:0.0017832168 78:0.0019726807 79:0.0013805456

80:−0.00077531522 81:3.2110733e−005 82:0.0011871321 83:0.00056208909 84:0.0005204202

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336:0.0027642041 337:−0.00026057736 338:−0.0019368717 339:0.0012275067 340:−0.0021567047 #

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6:−7.7504168 7:3.056613 8:−2.0674977 9:5.8091102 10:1.8406044 11:−2.3205659 12:1.760255

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318:0.00030348785 319:0.0007406784 320:0.00051131583 321:0.0007617402 322:0.0015480069

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336:0.0027642041 337:−0.00026057736 338:−0.0019368717 339:0.0012275067 340:−0.0021567047 #

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6:6.3005533 7:1.1491936 8:2.35604 9:0.27799395 10:1.1523478 11:−3.8036392 12:−3.2891657

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314:0.0018246222 315:0.00081679551 316:0.00071390043 317:0.00014404937

318:0.00030348785 319:0.0007406784 320:0.00051131583 321:0.0007617402 322:0.0015480069

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336:0.0027642041 337:−0.00026057736 338:−0.0019368717 339:0.0012275067 340:−0.0021567047 #

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6:3.745981 7:−0.47318304 8:2.3136632 9:0.40887526 10:0.53233683 11:0.34330738

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18:−1.9154788 19:1.5003307 20:1.25828 21:0.19474351 22:1.4655597 23:4.9832253 24:1.5780417

25:1.8085375 26:3.7642848 27:−1.0302637 28:−0.35661903 29:0.23552622 30:−0.92275572

31:−0.18625316 32:−0.60383582 33:0.16416991 34:−2.4490721 35:0.100034 36:2.124181

37:0.56455523 38:−2.1926215 39:1.3556439 40:−0.77462763 41:−0.13219014 42:0.85297424

43:1.3223977 44:0.24121812 45:0.21751313 46:0.46913549 47:0.1792874 48:−0.3500976

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70:0.001588242 71:0.001914337 72:0.0012793314 73:0.0016132059 74:0.00040791018

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155:−0.0017911249 156:0.00026146293 157:−0.00066072296 158:−0.0012093179

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173:−0.0012071569 174:0.00085961225 175:1.1924029e−005 176:−0.00010044254

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287:−0.0095548136 288:−5.3504686e−005 289:−0.0016710128 290:0.0016311913

291:0.0015074767 292:0.0012213683 293:−0.0015347537 294:−7.1857015e−005 295:−0.0013649603

296:−0.0018400808 297:−0.0011357415 298:0.00029335488 299:−0.00027912227

300:0.003004099 301:−0.00078015722 302:−0.00046966597 303:−0.00038853599

304:0.0011859888 305:−0.0017202824 306:0.0010953069 307:0.0015855392 308:−0.0017361958

309:0.0011252258 310:0.00020620346 311:−0.0008949365 312:−0.00079829368 313:−0.00031991332

314:0.0018246222 315:0.00081679551 316:0.00071390043 317:0.00014404937

318:0.00030348785 319:0.0007406784 320:0.00051131583 321:0.0007617402 322:0.0015480069

323:0.00016401848 324:−0.0024698905 325:−0.00046456934 326:−0.0014662248 327:−0.00017874227

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332:0.0013844321 333:0.00018908412 334:−4.6850397e−005 335:0.00017908432

336:0.0027642041 337:−0.00026057736 338:−0.0019368717 339:0.0012275067 340:−0.0021567047 #

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6:−1.193588 7:6.320919 8:0.0046777669 9:−1.8738962 10:−0.86983484 11:−0.90390557

12:−0.33946124 13:−2.0940609 14:0.3616263 15:−0.41190428 16:−1.1988773 17:−0.26797518

18:−1.5384048 19:1.2224176 20:1.0135792 21:−0.91025347 22:0.67726129 23:−0.097032793

24:−1.0411915 25:0.20235281 26:0.80218315 27:−1.1149094 28:−0.075297311 29:−1.420293

30:0.039273173 31:−1.0670592 32:0.24752171 33:−0.81297511 34:0.55062044 35:−0.051494792

36:−1.2710344 37:−2.9904377 38:−2.3883932 39:1.0788088 40:−0.61928475 41:1.4220651

42:−0.63513494 43:−1.2401781 44:−1.5525755 45:1.7100438 46:0.21073915 47:−0.97540486

48:−2.0641823 49:0.83937091 50:−1.4945658 51:0.61103535 52:0.08287628 53:−0.89165288

54:−0.99374753 55:−0.38182953 56:0.98232764 57:0.0009495847 58:−0.00063543959

59:0.00017326932 60:0.0011059562 61:0.0022817524 62:−0.0032958018 63:0.00029474383

64:−0.0021514872 65:−0.0054451232 66:−0.0024786978 67:3.7493555e−005 68:0.00035079228

69:0.0023467517 70:0.001588242 71:0.001914337 72:0.0012793314 73:0.0016132059

74:0.00040791018 75:0.0013395234 76:0.00060126832 77:0.0017832168 78:0.0019726807

79:0.0013805456 80:−0.00077531522 81:3.2110733e−005 82:0.0011871321 83:0.00056208909

84:110005204202 85:0.0010900472 86:0.0016796719 87:0.0010130677 88:0.00086538575

89:0.0014052332 90:0.0012018452 91:0.00018189113 92:0.00057689246 93:0.0018313623

94:0.0026408355 95:0.00079052034 96:0.0019842789 97:−0.0015824389 98:−0.00092224235

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131:8.4772248e−005 132:−0.00059640477 133:0.00091315049 134:0.0029517044

135:0.0012407211 136:0.001771849 137:0.00061086519 138:0.0016401729 139:1.1190635e−005

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155:−0.0017911249 156:0.00026146293 157:−0.00066072296 158:−0.0012093179

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173:−0.0012071569 174:0.00085961225 175:1.1924029e−005 176:−0.00010044254

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196:0.0006169476 197:0.0019146017 198:−0.001938576 199:0.00174745 200:−0.00036255008

201:0.001886385 202:0.00071268051 203:−0.0015044769 204:−0.00094833004

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210:−0.00086329813 211:0.00089030684 212:−0.0019820002 213:6.8280075e−005

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233:−0.0011784985 234:−0.0036054854 235:−0.0014334067 236:−0.0057753613 237:−0.092932746

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304:0.0011859888 305:−0.0017202824 306:0.0010953069 307:0.0015855392 308:−0.0017361958

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314:0.0018246222 315:0.00081679551 316:0.00071390043 317:0.00014404937

318:0.00030348785 319:0.0007406784 320:0.00051131583 321:0.0007617402 322:0.0015480069

323:0.00016401848 324:−0.0024698905 325:−0.00046456934 326:−0.0014662248 327:−0.00017874227

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332:0.0013844321 333:0.00018908412 334:−4.6850397e−005 335:0.00017908432

336:0.0027642041 337:−0.00026057736 338:−0.0019368717 339:0.0012275067 340:−0.0021567047 #

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6:0.20662466 7:8.3353586 8:1.2071977 9:0.19084433 10:0.58242756 11:0.57760549

12:−0.43349019 13:−0.25145283 14:−1.5430319 15:0.15049267 16:0.13998732 17:0.16344859

18:−0.80469674 19:0.63106662 20:2.2429247 21:−0.69218796 22:0.5077576 23:−1.6572852

24:−1.3704666 25:0.15443374 26:−1.487389 27:1.7199481 28:−1.1768694 29:−0.65691537

30:−0.91387093 31:1.9700028 32:−0.17521015 33:−2.4380445 34:1.2323334 35:0.6152029

36:2.0528264 37:0.37548435 38:−0.73991114 39:2.3915479 40:0.54931939 41:−0.84648585

42:0.14254348 43:−2.3261664 44:−0.0031731338 45:0.20233566 46:0.8536253 47:−1.0667627

48:−0.49675515 49:−2.1055298 50:1.0263213 51:0.065273702 52:−0.17051326 53:0.70307672

54:1.4163642 55:0.7076391 56:−0.55523521 57:0.0009495847 58:−0.00063543959

59:0.00017326932 60:0.0011059562 61:0.0022817524 62:−0.0032958018 63:0.00029474383

64:−0.0021514872 65:−0.0054451232 66:−0.0024786978 67:3.7493555e−005 68:0.00035079228

69:0.0023467517 70:0.001588242 71:0.001914337 72:0.0012793314 73:0.0016132059

74:0.00040791018 75:0.0013395234 76:0.00060126832 77:0.0017832168 78:0.0019726807

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84:0.0005204202 85:0.0010900472 86:0.0016796719 87:0.0010130677 88:0.00086538575

89:0.0014052332 90:0.0012018452 91:0.00018189113 92:0.00057689246 93:0.0018313623

94:0.0026408355 95:0.00079052034 96:0.0019842789 97:−0.0015824389 98:−0.00092224235

99:−0.0010365265 100:−8.9265384e−005 101:−0.00011542163 102:0.0024433194 103:0.0015950786

104:−0.001393425 105:−0.00076850987 106:−0.0017206173 107:−0.0011140696 108:−0.0020789856

109:0.0013786858 110:−0.00081737712 111:−0.0025310477 112:−0.0010236512

113:−0.00049510651 114:0.0013168686 115:−0.0017368494 116:−0.00051662087 117:−0.0011937086

118:−0.0008155898 119:−0.0014308705 120:−0.00060646527 121:−0.0023188046

122:−0.00047986541 123:−0.0017967777 124:−0.0028703539 125:−0.0008995044 126:−0.0044899271

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131:8.4772248e−005 132:−0.00059640477 133:0.00091315049 134:0.0029517044

135:0.0012407211 136:0.001771849 137:0.00061086519 138:0.0016401729 139:1.1190635e−005

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145:0.0018726855 146:−0.00070473028 147:−0.0012693994 148:0.0013133255 149:0.0017171054

150:−0.0023144449 151:0.0023775783 152:−0.00045603843 153:−0.0020286744 154:−3.1378081e−006

155:−0.0017911249 156:0.00026146293 157:−0.00066072296 158:−0.0012093179

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164:0.0024120815 165:0.0010050905 166:0.0013388922 167:−1.9663272e−005

168:−0.00063788053 169:−0.001915552 170:−0.0015327755 171:−0.00080461183 172:−0.0022213417

173:−0.0012071569 174:0.00085961225 175:1.1924029e−005 176:−0.00010044254

177:0.0011742229 178:−0.00082149269 179:−0.0016058821 180:−0.0010348763 181:−0.00091460953

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196:0.0006169476 197:0.0019146017 198:−0.001938576 199:0.00174745 200:−0.00036255008

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336:0.0027642041 337:−0.00026057736 338:−0.0019368717 339:0.0012275067 340:−0.0021567047 #

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291:0.0015074767 292:0.0012213683 293:−0.0015347537 294:−7.1857015e−005

295:−0.0013649603 296:−0.0018400808 297:−0.0011357415 298:0.00029335488 299:−0.00027912227

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304:0.0011859888 305:−0.0017202824 306:0.0010953069 307:0.0015855392 308:−0.0017361958

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314:0.0018246222 315:0.00081679551 316:0.00071390043 317:0.00014404937

318:0.00030348785 319:0.0007406784 320:0.00051131583 321:0.0007617402 322:0.0015480069

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336:0.0027642041 337:−0.00026057736 338:−0.0019368717 339:0.0012275067 340:−0.0021567047 #

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6:−6.2184939 7:−6.5808897 8:2.7158918 9:−2.4301894 10:−1.2175536 11:−2.2188854 12:4.2264996

13:0.93197346 14:6.044878 15:−1.9431387 16:−0.16680923 17:−1.8877845 18:0.58306974

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31:2.0175238 32:−0.81920165 33:−1.7209393 34:−1.5601432 35:0.26762301 36:−0.3487784

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314:0.0018246222 315:0.00081679551 316:0.00071390043 317:0.00014404937

318:0.00030348785 319:0.0007406784 320:0.00051131583 321:0.0007617402 322:0.0015480069

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336:0.0027642041 337:−0.00026057736 338:−0.0019368717 339:0.0012275067 340:−0.0021567047 #

0.003263013586870337 1:4.2723708 2:1.0816427 3:−5.1717262 4:−9.1334429 5:−1.5630178

6:−4.2477694 7:−1.4042612 8:8.0716524 9:−0.61411405 10:−1.2446501 11:3.4675648 12:4.4002695

13:0.21902591 14:0.50494504 15:−0.82781434 16:−3.6835434 17:2.1844773 18:1.9099612

19:2.0609009 20:1.1665273 21:−0.24986534 22:−0.78420079 23:0.5788486 24:1.6854416

25:0.16731662 26:1.1378598 27:0.14232612 28:0.27002251 29:0.88255745 30:0.67109448

31:1.0879683 32:1.10175 33:−1.8246135 34:−0.0084914742 35:−1.0067412 36:−0.92044687

37:0.70606804 38:−0.23283091 39:−1.322379 40:−1.7937051 41:0.27961293 42:1.3750051

43:0.65474033 44:−1.502453 45:−0.20695175 46:−1.0827332 47:−1.7445792 48:0.16901226

49:−0.55134284 50:−0.87512439 51:−0.054948792 52:−1.6097244 53:0.47666496 54:−0.15991913

55:0.46501839 56:−0.6946938 57:0.0009495847 58:−0.00063543959 59:0.00017326932

60:0.0011059562 61:0.0022817524 62:−0.0032958018 63:0.00029474383 64:0.0021514872

65:−0.0054451232 66:−0.0024786978 67:3.7493555e−005 68:0.00035079228 69:0.0023467517

70:0.001588242 71:0.001914337 72:0.0012793314 73:0.0016132059 74:0.00040791018

75:0.0013395234 76:0.00060126832 77:0.0017832168 78:0.0019726807 79:0.0013805456

80:−0.00077531522 81:3.2110733e−005 82:0.0011871321 83:0.00056208909 84:0.0005204202

85:0.0010900472 86:0.0016796719 87:0.0010130677 88:0.00086538575 89:0.0014052332

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95:0.00079052034 96:0.0019842789 97:−0.0015824389 98:−0.00092224235 99:−0.0010365265

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287:−0.0095548136 288:−5.3504686e−005 289:−0.0016710128 290:0.0016311913

291:0.0015074767 292:0.0012213683 293:−0.0015347537 294:−7.1857015e−005 295:−0.0013649603

296:−0.0018400808 297:−0.0011357415 298:0.00029335488 299:−0.00027912227

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304:0.0011859888 305:−0.0017202824 306:0.0010953069 307:0.0015855392 308:−0.0017361958

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314:0.0018246222 315:0.00081679551 316:0.00071390043 317:0.00014404937

318:0.00030348785 319:0.0007406784 320:0.00051131583 321:0.0007617402 322:0.0015480069

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336:0.0027642041 337:−0.00026057736 338:−0.0019368717 339:0.0012275067 340:−0.0021567047 #

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6:−0.54171818 7:−0.74185503 8:−5.2189178 9:6.4979911 10:1.7390909 11:−2.4017231 12:0.7056089

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26:−2.1368935 27:−0.54928917 28:1.0772496 29:1.3982881 30:−1.1084408 31:−0.12536865

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38:0.68434292 39:−0.64825416 40:−2.0648291 41:−0.44888297 42:−1.0822344 43:0.51638848

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50:1.1114132 51:−0.12494335 52:0.32624847 53:−0.27875072 54:−0.098541729 55:−0.45952901

56:−0.61816746 57:0.0009495847 58:−0.00063543959 59:0.00017326932 60:0.0011059562

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66:−0.0024786978 67:3.7493555e−005 68:0.00035079228 69:0.0023467517 70:0.001588242

71:0.001914337 72:0.0012793314 73:0.0016132059 74:0.00040791018 75:0.0013395234

76:0.00060126832 77:0.0017832168 78:0.0019726807 79:0.0013805456 80:−0.00077531522

81:3.2110733e−005 82:0.0011871321 83:0.00056208909 84:0.0005204202 85:0.0010900472

86:0.0016796719 87:0.0010130677 88:0.00086538575 89:0.0014052332 90:0.0012018452

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96:0.0019842789 97:−0.0015824389 98:−0.00092224235 99:−0.0010365265 100:−8.9265384e−005

101:−0.00011542163 102:0.0024433194 103:0.0015950786 104:−0.001393425 105:−0.00076850987

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123:−0.0017967777 124:−0.0028703539 125:−0.0008995044 126:−0.0044899271 127:−0.0037051167

128:0.00010453928 129:0.0017558743 130:−0.00021409123 131:8.4772248e−005

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137:0.00061086519 138:0.0016401729 139:1.1190635e−005 140:0.00066645071

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155:−0.0017911249 156:0.00026146293 157:−0.00066072296 158:−0.0012093179

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164:0.0024120815 165:0.0010050905 166:0.0013388922 167:−1.9663272e−005

168:−0.00063788053 169:−0.001915552 170:−0.0015327755 171:−0.00080461183 172:−0.0022213417

173:−0.0012071569 174:0.00085961225 175:1.1924029e−005 176:−0.00010044254

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304:0.0011859888 305:−0.0017202824 306:0.0010953069 307:0.0015855392 308:−0.0017361958

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314:0.0018246222 315:0.00081679551 316:0.00071390043 317:0.00014404937

318:0.00030348785 319:0.0007406784 320:0.00051131583 321:0.0007617402 322:0.0015480069

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327:−0.00017874227 328:0.0024365219 329:0.00083040918 330:0.00055475923 331:−2.3758541e−005

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336:0.0027642041 337:−0.00026057736 338:−0.0019368717 339:0.0012275067 340:−0.0021567047 #

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6:−4.2968526 7:−2.6953287 8:12.022702 9:−0.46672329 10:3.9010904 11:0.45902482 12:−2.2463238

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19:2.0151198 20:1.3533055 21:0.72912431 22:0.03273252 23:0.87820792 24:0.90275949

25:0.52287197 26:−1.414227 27:−1.1956365 28:1.5341172 29:−0.20564413 30:0.82979262

31:2.2867506 32:0.16699626 33:−0.2037773 34:1.3190736 35:0.43436375 36:0.012350954

37:−0.05768029 38:0.40372571 39:−0.64488149 40:2.1604466 41:0.53956074 42:−0.20766212

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49:1.1567792 50:1.3093958 51:0.5129692 52:1.626673 53:1.0476021 54:−0.84348559

55:0.21671142 56:0.50009787 57:0.0009495847 58:−0.00063543959 59:0.00017326932

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65:−0.0054451232 66:−0.0024786978 67:3.7493555e−005 68:0.00035079228 69:0.0023467517

70:0.001588242 71:0.001914337 72:0.0012793314 73:0.0016132059 74:0.00040791018

75:0.0013395234 76:0.00060126832 77:0.0017832168 78:0.0019726807 79:0.0013805456

80:−0.00077531522 81:3.2110733e−005 82:0.0011871321 83:0.00056208909 84:0.0005204202

85:0.0010900472 86:0.0016796719 87:0.0010130677 88:0.00086538575 89:0.0014052332

90:0.0012018452 91:0.00018189113 92:0.00057689246 93:0.0018313623 94:0.0026408355

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104:−0.001393425 105:−0.00076850987 106:−0.0017206173 107:−0.0011140696 108:−0.0020789856

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155:−0.0017911249 156:0.00026146293 157:−0.00066072296 158:−0.0012093179

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173:−0.0012071569 174:0.00085961225 175:1.1924029e−005 176:−0.00010044254

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314:0.0018246222 315:0.00081679551 316:0.00071390043 317:0.00014404937

318:0.00030348785 319:0.0007406784 320:0.00051131583 321:0.0007617402 322:0.0015480069

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336:0.0027642041 337:−0.00026057736 338:−0.0019368717 339:0.0012275067 340:−0.0021567047 #

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6:−6.4783216 7:1.8349005 8:9.0483742 9:−5.104785 10:0.79596269 11:−3.5503304 12:0.75062472

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31:−3.8886027 32:−0.1798937 33:2.6713161 34:−0.14334825 35:0.89026397 36:0.85009325

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291:0.0015074767 292:0.0012213683 293:−0.0015347537 294:−7.1857015e−005 295:−0.0013649603

296:−0.0018400808 297:−0.0011357415 298:0.00029335488 299:−0.00027912227

300:0.003004099 301:−0.00078015722 302:−0.00046966597 303:−0.00038853599

304:0.0011859888 305:−0.0017202824 306:0.0010953069 307:0.0015855392 308:−0.0017361958

309:0.0011252258 310:0.00020620346 311:−0.0008949365 312:−0.00079829368 313:−0.00031991332

314:0.0018246222 315:0.00081679551 316:0.00071390043 317:0.00014404937

318:0.00030348785 319:0.0007406784 320:0.00051131583 321:0.0007617402 322:0.0015480069

323:0.00016401848 324:−0.0024698905 325:−0.00046456934 326:−0.0014662248 327:−0.00017874227

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332:0.0013844321 333:0.00018908412 334:−4.6850397e−005 335:0.00017908432

336:0.0027642041 337:−0.00026057736 338:−0.0019368717 339:0.0012275067 340:−0.0021567047 #

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6:6.8813305 7:3.981081 8:0.12391745 9:−7.6547618 10:−2.7285914 11:−0.53179222

12:−0.30781594 13:7.1988821 14:−0.44064531 15:1.0810283 16:0.82087684 17:2.8132896

18:6.1163325 19:−0.52160966 20:−1.1575588 21:−0.34605175 22:1.7179306 23:1.239956

24:−2.2303703 25:−2.0092707 26:1.3119591 27:0.4040986 28:0.94076431 29:2.2957568

30:0.35625714 31:1.05492 32:−1.8137116 33:0.085117221 34:−0.17722237 35:−0.93875301

36:−1.492783 37:−0.82638711 38:−0.040122535 39:1.2046241 40:0.11793934 41:−0.12299792

42:0.31207559 43:0.16833082 44:−0.06479533 45:−0.038384501 46:0.38733277 47:−0.22372454

48:−0.20940353 49:0.85714841 50:0.39960006 51:0.34220061 52:0.65982866 53:0.95779282

54:0.46020558 55:−0.084201649 56:−0.048425782 57:0.0009495847 58:−0.00063543959

59:0.00017326932 60:0.0011059562 61:0.0022817524 62:−0.0032958018 63:0.00029474383

64:−0.0021514872 65:−0.0054451232 66:−0.0024786978 67:3.7493555e−005 68:0.00035079228

69:0.0023467517 70:0.001588242 71:0.001914337 72:0.0012793314 73:0.0016132059

74:0.00040791018 75:0.0013395234 76:0.00060126832 77:0.0017832168 78:0.0019726807

79:0.0013805456 80:−0.00077531522 81:3.2110733e−005 82:0.0011871321 83:0.00056208909

84:0.0005204202 85:0.0010900472 86:0.0016796719 87:0.0010130677 88:0.00086538575

89:0.0014052332 90:0.0012018452 91:0.00018189113 92:0.00057689246 93:0.0018313623

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135:0.0012407211 136:0.001771849 137:0.00061086519 138:0.0016401729 139:1.1190635e−005

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173:−0.0012071569 174:0.00085961225 175:1.1924029e−005 176:−0.00010044254

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314:0.0018246222 315:0.00081679551 316:0.00071390043 317:0.00014404937

318:0.00030348785 319:0.0007406784 320:0.00051131583 321:0.0007617402 322:0.0015480069

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336:0.0027642041 337:−0.00026057736 338:−0.0019368717 339:0.0012275067 340:−0.0021567047 #

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6:0.060546741 7:1.8535619 8:−4.2391319 9:−3.620893 10:−0.84653771 11:1.5584985

12:−0.72690475 13:1.0212981 14:0.82094777 15:0.12706149 16:0.44026414 17:0.51657689

18:−1.7734509 19:−0.82144797 20:−0.95747542 21:0.71957904 22:−0.80198896 23:−2.2893806

24:−0.034846626 25:1.8044568 26:0.59219909 27:−0.66372091 28:−1.2759969 29:0.34522814

30:1.7603507 31:0.1729089 32:0.50999016 33:−0.050911739 34:0.95418978 35:−1.2323328

36:1.371628 37:0.25137526 38:−1.2536705 39:0.76166493 40:−1.084955 41:−0.45288616

42:−1.5072262 43:−0.27096277 44:1.378207 45:0.97615772 46:−1.5166835 47:−0.55975312

48:0.69940495 49:1.9877241 50:2.0888352 51:−0.83042544 52:−2.227911 53:0.45020425

54:−0.86201608 55:−0.60144496 56:−0.13532874 57:0.0009495847 58:−0.00063543959

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69:0.0023467517 70:0.001588242 71:0.001914337 72:0.0012793314 73:0.0016132059

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89:0.0014052332 90:0.0012018452 91:0.00018189113 92:0.00057689246 93:0.0018313623

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104:−0.001393425 105:−0.00076850987 106:−0.0017206173 107:−0.0011140696 108:−0.0020789856

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131:8.4772248e−005 132:−0.00059640477 133:0.00091315049 134:0.0029517044

135:0.0012407211 136:0.001771849 137:0.00061086519 138:0.0016401729 139:1.1190635e−005

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155:−0.0017911249 156:0.00026146293 157:−0.00066072296 158:−0.0012093179

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173:−0.0012071569 174:0.00085961225 175:1.1924029e−005 176:−0.00010044254

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201:0.001886385 202:0.00071268051 203:−0.0015044769 204:−0.00094833004

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210:−0.00086329813 211:0.00089030684 212:−0.0019820002 213:6.8280075e−005

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296:−0.0018400808 297:−0.0011357415 298:0.00029335488 299:−0.00027912227

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304:0.0011859888 305:−0.0017202824 306:0.0010953069 307:0.0015855392 308:−0.0017361958

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314:0.0018246222 315:0.00081679551 316:0.00071390043 317:0.00014404937

318:0.00030348785 319:0.0007406784 320:0.00051131583 321:0.0007617402 322:0.0015480069

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336:0.0027642041 337:−0.00026057736 338:−0.0019368717 339:0.0012275067 340:−0.0021567047 #

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6:−5.2746539 7:3.5916541 8:−1.5249115 9:0.42257392 10:0.1542328 11:−0.79797947 12:1.5178829

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70:0.001588242 71:0.001914337 72:0.0012793314 73:0.0016132059 74:0.00040791018

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155:−0.0017911249 156:0.00026146293 157:−0.00066072296 158:−0.0012093179

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173:−0.0012071569 174:0.00085961225 175:1.1924029e−005 176:−0.00010044254

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210:−0.00086329813 211:0.00089030684 212:−0.0019820002 213:6.8280075e−005

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219:−0.01448297 220:−0.014768096 221:−0.01189405 222:−0.0050329659 223:−0.0038689009

224:2.2608641e−005 225:−0.00011902419 226:−0.018885663 227:−0.0053921309 228:−0.0018284534

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287:−0.0095548136 288:−5.3504686e−005 289:−0.0016710128 290:0.0016311913

291:0.0015074767 292:0.0012213683 293:−0.0015347537 294:−7.1857015e−005 295:−0.0013649603

296:−0.0018400808 297:−0.0011357415 298:0.00029335488 299:−0.00027912227

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304:0.0011859888 305:−0.0017202824 306:0.0010953069 307:0.0015855392 308:−0.0017361958

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314:0.0018246222 315:0.00081679551 316:0.00071390043 317:0.00014404937

318:0.00030348785 319:0.0007406784 320:0.00051131583 321:0.0007617402 322:0.0015480069

323:0.00016401848 324:−0.0024698905 325:−0.00046456934 326:−0.0014662248 327:−0.00017874227

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332:0.0013844321 333:0.00018908412 334:−4.6850397e−005 335:0.00017908432

336:0.0027642041 337:−0.00026057736 338:−0.0019368717 339:0.0012275067 340:−0.0021567047 #

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6:0.60848588 7:4.9920249 8:0.42073253 9:−1.6036102 10:4.4492455 11:0.61170918 12:1.7242055

13:−2.4792538 14:1.1316463 15:0.55399567 16:−0.67547733 17:−0.71950591 18:−3.7744215

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25:−0.29801944 26:3.2788053 27:1.8581574 28:1.7073642 29:−1.5964348 30:−1.0948637

31:−1.7955403 32:−0.33725154 33:0.59672004 34:−0.64073378 35:−1.2621409 36:−0.2854811

37:−0.77229369 38:3.2878306 39:0.32339731 40:−1.8727088 41:−1.8741317 42:0.62994355

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49:0.7489326 50:0.69949538 51:0.75706381 52:0.79426801 53:1.113898 54:0.79861182

55:0.13863973 56:0.32391682 57:0.0009495847 58:−0.00063543959 59:0.00017326932

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65:−0.0054451232 66:−0.0024786978 67:3.7493555e−005 68:0.00035079228 69:0.0023467517

70:0.001588242 71:0.001914337 72:0.0012793314 73:0.0016132059 74:0.00040791018

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80:−0.00077531522 81:3.2110733e−005 82:0.0011871321 83:0.00056208909 84:0.0005204202

85:0.0010900472 86:0.0016796719 87:0.0010130677 88:0.00086538575 89:0.0014052332

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155:−0.0017911249 156:0.00026146293 157:−0.00066072296 158:−0.0012093179

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304:0.0011859888 305:−0.0017202824 306:0.0010953069 307:0.0015855392 308:−0.0017361958

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314:0.0018246222 315:0.00081679551 316:0.00071390043 317:0.00014404937

318:0.00030348785 319:0.0007406784 320:0.00051131583 321:0.0007617402 322:0.0015480069

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336:0.0027642041 337:−0.00026057736 338:−0.0019368717 339:0.0012275067 340:−0.0021567047 #

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6:−1.6395731 7:6.439642 8:2.6914668 9:−1.4795072 10:−1.9112765 11:1.2422292 12:1.8375124

13:−0.94092149 14:−1.5335485 15:0.75675613 16:2.4802206 17:0.34209159 18:−1.2560471

19:−2.1931856 20:3.7075293 21:1.1574953 22:3.5674658 23:0.15892406 24:−0.82145321

25:0.33991763 26:0.49271733 27:0.052549031 28:1.1602603 29:2.4897397 30:1.3658088

31:−1.7658501 32:3.6958034 33:−1.048786 34:−1.3994727 35:2.1602569 36:−1.0454955 37:1.4556481

38:−0.61492872 39:−0.61211729 40:0.33369657 41:−1.1614405 42:−1.7464546 43:−0.42068875

44:0.88658863 45:−0.50272441 46:0.30446854 47:0.77701253 48:1.0611333 49:0.34844396

50:−1.1361352 51:0.098503217 52:0.3325029 53:0.73619086 54:−0.41577715 55:0.065231077

56:0.1329993 57:0.0009495847 58:−0.00063543959 59:0.00017326932 60:0.0011059562

61:0.0022817524 62:−0.0032958018 63:0.00029474383 64:−0.0021514872 65:−0.0054451232

66:−0.0024786978 67:3.7493555e−005 68:0.00035079228 69:0.0023467517 70:0.001588242

71:0.001914337 72:0.0012793314 73:0.0016132059 74:0.00040791018 75:0.0013395234

76:0.00060126832 77:0.0017832168 78:0.0019726807 79:0.0013805456 80:−0.00077531522

81:3.2110733e−005 82:0.0011871321 83:0.00056208909 84:0.0005204202 85:0.0010900472

86:0.0016796719 87:0.0010130677 88:0.00086538575 89:0.0014052332 90:0.0012018452

91:0.00018189113 92:0.00057689246 93:0.0018313623 94:0.0026408355 95:0.00079052034

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336:0.0027642041 337:−0.00026057736 338:−0.0019368717 339:0.0012275067 340:−0.0021567047 #

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6:5.2755914 7:5.1912417 8:3.4393139 9:2.883764 10:5.7631373 11:2.7202239 12:−0.32031089

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336:0.0027642041 337:−0.00026057736 338:−0.0019368717 339:0.0012275067 340:−0.0021567047 #

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318:0.00030348785 319:0.0007406784 320:0.00051131583 321:0.0007617402 322:0.0015480069

323:0.00016401848 324:−0.0024698905 325:−0.00046456934 326:−0.0014662248 327:−0.00017874227

328:0.0024365219 329:−0.00083040918 330:0.00055475923 331:−2.3758541e−005

332:0.0013844321 333:0.00018908412 334:−4.6850397e−005 335:0.00017908432

336:0.0027642041 337:−0.00026057736 338:−0.0019368717 339:0.0012275067 340:−0.0021567047 #

0.00072055836256387535 1:−8.2843933 2:3.6966038 3:−0.46435714 4:1.5304902 5:1.1075522

6:1.9134642 7:−0.79442489 8:0.52520049 9:0.83645153 10:−2.6971796 11:−0.88591361

12:1.3652115 13:0.92740053 14:1.9873277 15:−3.1379786 16:1.0197264 17:−2.7746265

18:0.68137848 19:−1.3835444 20:1.2694755 21:0.34423488 22:−1.891607 23:0.15474756

24:1.2157984 25:−0.04881968 26:−0.55643517 27:−1.6764784 28:2.4692996 29:0.067258775

30:−1.8768005 31:−0.14590223 32:−0.94142735 33:−0.80213898 34:−0.50326455 35:−1.2780002

36:0.13170069 37:−0.80249226 38:−0.58796179 39:−1.7767088 40:−0.65758491 41:1.6625999

42:−1.8933594 43:−1.8352563 44:0.28400037 45:−0.64471543 46:−0.70836622 47:1.023016

48:−0.0095212217 49:0.77695823 50:0.31655601 51:0.17602722 52:−0.44220364 53:0.20299678

54:0.98908013 55:2.5351987 56:−0.41776881 57:0.0009495847 58:−0.00063543959

59:0.00017326932 60:0.0011059562 61:0.0022817524 62:−0.0032958018 63:0.00029474383

64:−0.0021514872 65:−0.0054451232 66:−0.0024786978 67:3.7493555e−005 68:0.00035079228

69:0.0023467517 70:0.001588242 71:0.001914337 72:0.0012793314 73:0.0016132059

74:0.00040791018 75:0.0013395234 76:0.00060126832 77:0.0017832168 78:0.0019726807

79:0.0013805456 80:−0.00077531522 81:3.2110733e−005 82:0.0011871321 83:0.00056208909

84:0.0005204202 85:0.0010900472 86:0.0016796719 87:0.0010130677 88:0.00086538575

89:0.0014052332 90:0.0012018452 91:0.00018189113 92:0.00057689246 93:0.0018313623

94:0.0026408355 95:0.00079052034 96:0.0019842789 97:−0.0015824389 98:−0.00092224235

99:−0.0010365265 100:−8.9265384e−005 101:−0.00011542163 102:0.0024433194 103:0.0015950786

104:−0.001393425 105:−0.00076850987 106:−0.0017206173 107:−0.0011140696 108:−0.0020789856

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113:−0.00049510651 114:0.0013168686 115:−0.0017368494 116:−0.00051662087

117:−0.0011937086 118:−0.0008155898 119:−0.0014308705 120:−0.00060646527 121:−0.0023188046

122:−0.00047986541 123:−0.0017967777 124:−0.0028703539 125:−0.0008995044 126:−0.0044899271

127:−0.0037051167 128:0.00010453928 129:0.0017558743 130:−0.00021409123

131:8.4772248e−005 132:−0.00059640477 133:0.00091315049 134:0.0029517044

135:0.0012407211 136:0.001771849 137:0.00061086519 138:0.0016401729 139:1.1190635e−005

140:0.00066645071 141:0.0020694127 142:−0.0019681684 143:−0.0010553099 144:0.0023889465

145:0.0018726855 146:−0.00070473028 147:−0.0012693994 148:0.0013133255 149:0.0017171054

150:−0.0023144449 151:0.0023775783 152:−0.00045603843 153:−0.0020286744 154:−3.1378081e−006

155:−0.0017911249 156:0.00026146293 157:−0.00066072296 158:−0.0012093179

159:0.00038491708 160:0.00085559086 161:0.0025676095 162:0.0016044743 163:−0.00089113193

164:0.0024120815 165:0.0010050905 166:0.0013388922 167:−1.9663272e−005

168:−0.00063788053 169:−0.001915552 170:−0.0015327755 171:−0.00080461183 172:−0.0022213417

173:−0.0012071569 174:0.00085961225 175:1.1924029e−005 176:−0.00010044254

177:0.0011742229 178:−0.00082149269 179:−0.0016058821 180:−0.0010348763 181:−0.00091460953

182:−0.0004915254 183:−0.00073268131 184:0.00074214442 185:−0.0018549222

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196:0.0006169476 197:0.0019146017 198:−0.001938576 199:0.00174745 200:−0.00036255008

201:0.001886385 202:0.00071268051 203:−0.0015044769 204:−0.00094833004

205:0.0020877882 206:−0.0016524799 207:−0.002788797 208:0.001349878 209:0.001943506

210:−0.00086329813 211:0.00089030684 212:−0.0019820002 213:6.8280075e−005

214:−0.00089089427 215:−0.0011382027 216:−0.0011946515 217:−0.031154955 218:−0.018805003

219:−0.01448297 220:−0.014768096 221:−0.01189405 222:−0.0050329659 223:−0.0038689009

224:2.2608641e−005 225:−0.00011902419 226:−0.018885663 227:−0.0053921309

228:−0.0018284534 229:−0.0052720057 230:−0.009582757 231:−0.0060223294 232:−0.0011540388

233:−0.0011784985 234:−0.0036054854 235:−0.0014334067 236:−0.0057753613 237:−0.092932746

238:−0.071324907 239:−0.0057371478 240:−0.006171681 241:−0.0023048196 242:−0.0031618457

243:−0.0039265179 244:−0.036298919 245:−0.026567493 246:−0.048627507 247:−0.022513576

248:−0.0027006424 249:−0.0030078713 250:−0.0061391126 251:−0.0061381557 252:−0.0049137147

253:−0.0035512438 254:−0.012955156 255:−0.022692045 256:−0.019110594 257:−0.019834602

258:−0.0055528483 259:−0.0031212247 260:−0.0048848111 261:−0.0025836895

262:−0.0010775019 263:−0.0019687952 264:−0.0064801569 265:−0.0049881209 266:−0.0030259397

267:−0.0079323547 268:−0.043975201 269:−0.047393609 270:−0.0097410055

271:−0.0014055291 272:−0.0071474779 273:−0.015365882 274:−0.01525611 275:−0.0060280701

276:−0.0022994229 277:−0.044466536 278:−0.037435107 279:−0.021463662 280:−0.0029869985

281:−0.030177595 282:−0.023953391 283:−0.005625559 284:−0.035487764 285:−0.029201077

286:−0.011287678 287:−0.0095548136 288:−5.3504686e−005 289:−0.0016710128 290:0.0016311913

291:0.0015074767 292:0.0012213683 293:−0.0015347537 294:−7.1857015e−005 295:−0.0013649603

296:−0.0018400808 297:−0.0011357415 298:0.00029335488 299:−0.00027912227

300:0.003004099 301:−0.00078015722 302:−0.00046966597 303:−0.00038853599

304:0.0011859888 305:−0.0017202824 306:0.0010953069 307:0.0015855392 308:−0.0017361958

309:0.0011252258 310:0.00020620346 311:−0.0008949365 312:−0.00079829368 313:−0.00031991332

314:0.0018246222 315:0.00081679551 316:0.00071390043 317:0.00014404937

318:0.00030348785 319:0.0007406784 320:0.00051131583 321:0.0007617402 322:0.0015480069

323:0.00016401848 324:−0.0024698905 325:−0.00046456934 326:−0.0014662248 327:−0.00017874227

328:0.0024365219 329:−0.00083040918 330:0.00055475923 331:−2.3758541e−005

332:0.0013844321 333:0.00018908412 334:−4.6850397e−005 335:0.00017908432

336:0.0027642041 337:−0.00026057736 338:−0.0019368717 339:0.0012275067 340:−0.0021567047 #

0.00090918234784548757 1:−6.122613 2:−0.55014724 3:0.29037741 4:−7.820363 5:−0.075020343

6:3.8448997 7:0.31839412 8:2.5894465 9:0.42450967 10:−2.6556973 11:−1.0042195 12:−3.5184166

13:−1.6911469 14:−1.1769295 15:0.024770757 16:−1.4050843 17:0.087066472 18:−0.95585454

19:−0.48107174 20:1.9910818 21:1.4393178 22:−0.28986773 23:2.0448291 24:−0.93548518

25:0.62121999 26:−3.1084788 27:−0.12058441 28:−1.0080323 29:1.2899083 30:−0.75200337

31:−1.2419468 32:−1.4561284 33:−0.41465601 34:1.9404265 35:−1.2137595 36:−1.0310935

37:1.5804566 38:−1.6227396 39:−1.3698378 40:−3.1060567 41:−0.70550668 42:1.8586001

43:0.36955735 44:1.0749351 45:0.40818423 46:1.1543205 47:0.68963659 48:0.30432531

49:0.10152308 50:0.73522979 51:−0.12000543 52:0.40799132 53:−0.19432676 54:0.41782823

55:−0.2914685 56:1.4504484 57:0.0009495847 58:−0.00063543959 59:0.00017326932

60:0.0011059562 61:0.0022817524 62:−0.0032958018 63:0.00029474383 64:−0.0021514872

65:−0.0054451232 66:−0.0024786978 67:3.7493555e−005 68:0.00035079228 69:0.0023467517

70:0.001588242 71:0.001914337 72:0.0012793314 73:0.0016132059 74:0.00040791018

75:0.0013395234 76:0.00060126832 77:0.0017832168 78:0.0019726807 79:0.0013805456

80:−0.00077531522 81:3.2110733e−005 82:0.0011871321 83:0.00056208909 84:0.0005204202

85:0.0010900472 86:0.0016796719 87:0.0010130677 88:0.00086538575 89:0.0014052332

90:0.0012018452 91:0.00018189113 92:0.00057689246 93:0.0018313623 94:0.0026408355

95:0.00079052034 96:0.0019842789 97:−0.0015824389 98:−0.00092224235 99:−0.0010365265

100:−8.9265384e−005 101:−0.00011542163 102:0.0024433194 103:0.0015950786 104:−0.001393425

105:−0.00076850987 106:−0.0017206173 107:−0.0011140696 108:−0.0020789856

109:0.0013786858 110:−0.00081737712 111:−0.0025310477 112:−0.0010236512 113:−0.00049510651

114:0.0013168686 115:−0.0017368494 116:−0.00051662087 117:−0.0011937086

118:−0.0008155898 119:−0.0014308705 120:−0.00060646527 121:−0.0023188046 122:−0.00047986541

123:−0.0017967777 124:−0.0028703539 125:−0.0008995044 126:−0.0044899271

127:−0.0037051167 128:0.00010453928 129:0.0017558743 130:−0.00021409123 131:8.4772248e−005

132:−0.00059640477 133:0.00091315049 134:0.0029517044 135:0.0012407211

136:0.001771849 137:0.00061086519 138:0.0016401729 139:1.1190635e−005 140:0.00066645071

141:0.0020694127 142:−0.0019681684 143:−0.0010553099 144:0.0023889465 145:0.0018726855

146:−0.00070473028 147:−0.0012693994 148:0.0013133255 149:0.0017171054 150:−0.0023144449

151:0.0023775783 152:−0.00045603843 153:−0.0020286744 154:−3.1378081e−006

155:−0.0017911249 156:0.00026146293 157:−0.00066072296 158:−0.0012093179

159:0.00038491705 160:0.00085559086 161:0.0025676095 162:0.0016044743 163:−0.00089113193

164:0.0024120815 165:0.0010050905 166:0.0013388922 167:−1.9663272e−005

168:−0.00063788053 169:−0.001915552 170:−0.0015327755 171:−0.00080461183 172:−0.0022213417

173:−0.0012071569 174:0.00085961225 175:1.1924029e−005 176:−0.00010044254

177:0.0011742229 178:−0.00082149269 179:−0.0016058821 180:−0.0010348763 181:−0.00091460953

182:−0.0004915254 183:−0.00073268131 184:0.00074214442 185:−0.0018549222

186:−0.00029827142 187:−0.0012626129 188:0.0011506754 189:0.0014984758 190:0.001521907

191:0.0011545231 192:−0.0017103127 193:−0.0005076346 194:−0.00046162415 195:−0.00039687741

196:0.0006169476 197:0.0019146017 198:−0.001938576 199:0.00174745 200:−0.00036255008

201:0.001886385 202:0.00071268051 203:−0.0015044769 204:−0.00094833004

205:0.0020877882 206:−0.0016524799 207:−0.002788797 208:0.001349878 209:0.001943506

210:−0.00086329813 211:0.00089030684 212:−0.0019820002 213:6.8280075e−005

214:−0.00089089427 215:−0.0011382027 216:−0.0011946515 217:−0.031154955 218:−0.018805003

219:−0.01448297 220:−0.014768096 221:−0.01189405 222:−0.0050329659 223:−0.0038689009

224:2.2608641e−005 225:−0.00011902419 226:−0.018885663 227:−0.0053921309

228:−0.0018284534 229:−0.0052720057 230:−0.009582757 231:−0.0060223294 232:−0.0011540388

233:−0.0011784985 234:−0.0036054854 235:−0.0014334067 236:−0.0057753613 237:−0.092932746

238:−0.071324907 239:−0.0057371478 240:−0.006171681 241:−0.0023048196 242:−0.0031618457

243:−0.0039265179 244:−0.036298919 245:−0.026567493 246:−0.048627507 247:−0.022513576

248:−0.0027006424 249:−0.0030078713 250:−0.0061391126 251:−0.0061381557 252:−0.0049137147

253:−0.0035512438 254:−0.012955156 255:−0.022692045 256:−0.019110594 257:−0.019834602

258:−0.0055528483 259:−0.0031212247 260:−0.0048848111 261:−0.0025836895

262:−0.0010775019 263:−0.0019687952 264:−0.0064801569 265:−0.0049881209 266:−0.0030259397

267:−0.0079323547 268:−0.043975201 269:−0.047393609 270:−0.0097410055 271:−0.0014055291

272:−0.0071474779 273:−0.015365882 274:−0.01525611 275:−0.0060280701 276:−0.0022994229

277:−0.044466536 278:−0.037435107 279:−0.021463662 280:−0.0029869985 281:−0.030177595

282:−0.023953391 283:−0.005625559 284:−0.035487764 285:−0.029201077 286:−0.011287678

287:−0.0095548136 288:−5.3504686e−005 289:−0.0016710128 290:0.0016311913

291:0.0015074767 292:0.0012213683 293:−0.0015347537 294:−7.1857015e−005 295:−0.0013649603

296:−0.0018400808 297:−0.0011357415 298:0.00029335488 299:−0.00027912227

300:0.003004099 301:−0.00078015722 302:−0.00046966597 303:−0.00038853599

304:0.0011859888 305:−0.0017202824 306:0.0010953069 307:0.0015855392 308:−0.0017361958

309:0.0011252258 310:0.00020620346 311:−0.0008949365 312:−0.00079829368 313:−0.00031991332

314:0.0018246222 315:0.00081679551 316:0.00071390043 317:0.00014404937

318:0.00030348785 319:0.0007406784 320:0.00051131583 321:0.0007617402 322:0.0015480069

323:0.00016401848 324:−0.0024698905 325:−0.00046456934 326:−0.0014662248 327:−0.00017874227

328:0.0024365219 329:0.00083040918 330:0.00055475923 331:−2.3758541e−005

332:0.0013844321 333:0.00018908412 334:−4.6850397e−005 335:0.00017908432

336:0.0027642041 337:−0.00026057736 338:−0.0019368717 339:0.0012275067 340:−0.0021567047 #

0.00012532704104316504 1:−2.988956 2:−14.541928 3:−24.152397 4:7.8578658 5:0.62039638

6:−1.4124461 7:−3.5245433 8:0.23765643 9:0.59025252 10:0.51212358 11:−1.3314158 12:−2.0315864

13:−0.2914176 14:0.37882963 15:0.082344197 16:−0.57432884 17:−0.080625705 18:−0.14113382

19:−0.13893105 20:−0.28207991 21:0.12245945 22:−0.23306957 23:−0.074358061 24:0.075329393

25:0.095754124 26:0.17469533 27:−0.15946545 28:0.030569298 29:−0.041504841 30:0.1790569

31:0.18031198 32:−0.18188456 33:−0.14256233 34:−0.087481722 35:0.093072012

36:−0.0096975714 37:0.055885319 38:−0.26989311 39:0.060945775 40:0.025113981 41:−0.020692149

42:−0.027143152 43:0.010555366 44:0.17869918 45:0.10947593 46:0.10241339 47:−0.066085763

48:−0.047175925 49:−0.069109127 50:0.098929293 51:0.0071666436 52:0.011446619

53:−0.12375915 54:0.034906533 55:−0.055961743 56:−0.0013580584 57:0.0009495847

58:−0.00063543959 59:0.00017326932 60:0.0011059562 61:0.0022817524 62:−0.0032958018

63:0.00029474383 64:−0.0021514872 65:−0.0054451232 66:−0.0024786978 67:3.7493555e−005

68:0.00035079228 69:0.0023467517 70:0.001588242 71:0.001914337 72:0.0012793314

73:0.0016132059 74:0.00040791018 75:0.0013395234 76:0.00060126832 77:0.0017832168

78:0.0019726807 79:0.0013805456 80:−0.00077531522 81:3.2110733e−005 82:0.0011871321

83:0.00056208909 84:0.0005204202 85:0.0010900472 86:0.0016796719 87:0.0010130677

88:0.00086538575 89:0.0014052332 90:0.0012018452 91:0.00018189113 92:0.00057689246

93:0.0018313623 94:0.0026408355 95:0.00079052034 96:0.0019842789 97:−0.0015824389

98:−0.00092224235 99:−0.0010365265 100:−8.9265384e−005 101:−0.00011542163 102:0.0024433194

103:0.0015950786 104:−0.001393425 105:−0.00076850987 106:−0.0017206173 107:−0.0011140696

108:−0.0020789856 109:0.0013786858 110:−0.00081737712 111:−0.0025310477

112:−0.0010236512 113:−0.00049510651 114:0.0013168686 115:−0.0017368494 116:−0.00051662087

117:−0.0011937086 118:−0.0008155898 119:−0.0014308705 120:−0.00060646527

121:−0.0023188046 122:−0.00047986541 123:−0.0017967777 124:−0.0028703539 125:−0.0008995044

126:−0.0044899271 127:−0.0037051167 128:0.00010453928 129:0.0017558743

130:−0.00021409123 131:8.4772248e−005 132:−0.00059640477 133:0.00091315049

134:0.0029517044 135:0.0012407211 136:0.001771849 137:0.00061086519 138:0.0016401729

139:1.1190635e−005 140:0.00066645071 141:0.0020694127 142:−0.0019681684 143:−0.0010553099

144:0.0023889465 145:0.0018726855 146:−0.00070473028 147:−0.0012693994

148:0.0013133255 149:0.0017171054 150:−0.0023144449 151:0.0023775783 152:−0.00045603843

153:−0.0020286744 154:−3.1378081e−006 155:−0.0017911249 156:0.00026146293

157:−0.00066072296 158:−0.0012093179 159:0.00038491705 160:0.00085559086 161:0.0025676095

162:0.0016044743 163:−0.00089113193 164:0.0024120815 165:0.0010050905 166:0.0013388922

167:−1.9663272e−005 168:−0.00063788053 169:−0.001915552 170:−0.0015327755

171:−0.00080461183 172:−0.0022213417 173:−0.0012071569 174:0.00085961225 175:1.1924029e−005

176:−0.00010044254 177:0.0011742229 178:−0.00082149269 179:−0.0016058821 180:−0.0010348763

181:−0.00091460953 182:−0.0004915254 183:−0.00073268131 184:0.00074214442

185:−0.0018549222 186:−0.00029827142 187:−0.0012626129 188:0.0011506754

189:0.0014984758 190:0.001521907 191:0.0011545231 192:−0.0017103127 193:−0.0005076346

194:−0.00046162415 195:−0.00039687741 196:0.0006169476 197:0.0019146017 198:−0.001938576

199:0.00174745 200:−0.00036255008 201:0.001886385 202:0.00071268051 203:−0.0015044769

204:−0.00094833004 205:0.0020877882 206:−0.0016524799 207:−0.002788797 208:0.001349878

209:0.001943506 210:−0.00086329813 211:0.00089030684 212:−0.0019820002 213:6.8280075e−005

214:−0.00089089427 215:−0.0011382027 216:−0.0011946515 217:−0.031154955

218:−0.018805003 219:−0.01448297 220:−0.014768096 221:−0.01189405 222:−0.0050329659

223:−0.0038689009 224:2.2608641e−005 225:−0.00011902419 226:−0.018885663

227:−0.0053921309 228:−0.0.0018284534 229:−0.0052720057 230:−0.009582757 231:−0.0060223294

232:−0.0011540388 233:−0.0011784985 234:−0.0036054854 235:−0.0014334067 236:−0.0057753613

237:−0.092932746 238:−0.071324907 239:−0.0057371478 240:−0.006171681 241:−0.0023048196

242:−0.0031618457 243:−0.0039265179 244:−0.036298919 245:−0.026567493 246:−0.048627507

247:−0.022513576 248:−0.0027006424 249:−0.0030078713 250:−0.0061391126 251:−0.0061381557

252:−0.0049137147 253:−0.0035512438 254:−0.012955156 255:−0.022692045 256:−0.019110594

257:−0.019834602 258:−0.0055528483 259:−0.0031212247 260:−0.0048848111 261:−0.0025836895

262:−0.0010775019 263:−0.0019687952 264:−0.0064801569 265:−0.0049881209

266:−0.0030259397 267:−0.0079323547 268:−0.043975201 269:−0.047393609 270:−0.0097410055

271:−0.0014055291 272:−0.0071474779 273:−0.015365882 274:−0.01525611 275:−0.0060280701

276:−0.0022994229 277:−0.044466536 278:−0.037435107 279:−0.021463662 280:−0.0029869985

281:−0.030177595 282:−0.023953391 283:−0.005625559 284:−0.035487764 285:−0.029201077

286:−0.011287678 287:−0.0095548136 288:−5.3504686e−005 289:−0.0016710128

290:0.0016311913 291:0.0015074767 292:0.0012213683 293:−0.0015347537 294:−7.1857015e−005

295:−0.0013649603 296:−0.0018400808 297:−0.0011357415 298:0.00029335488 299:−0.00027912227

300:0.003004099 301:−0.00078015722 302:−0.00046966597 303:−0.00038853599

304:0.0011859888 305:−0.0017202824 306:0.0010953069 307:0.0015855392 308:−0.0017361958

309:0.0011252258 310:0.00020620346 311:−0.0008949365 312:−0.00079829368 313:−0.00031991332

314:0.0018246222 315:0.00081679551 316:0.00071390043 317:0.00014404937

318:0.00030348785 319:0.0007406784 320:0.00051131583 321:0.0007617402 322:0.0015480069

323:0.00016401848 324:−0.0024698905 325:−0.00046456934 326:−0.0014662248 327:−0.00017874227

328:0.0024365219 329:−0.00083040918 330:0.00055475923 331:−2.3758541e−005

332:0.0013844321 333:0.00018908412 334:−4.6850397e−005 335:0.00017908432

336:0.0027642041 337:−0.00026057736 338:−0.0019368717 339:0.0012275067 340:−0.0021567047 #

2.1497918288429496e−005 1:−34.113136 2:9.1733046 3:5.3838677 4:7.6956291 5:13.459892

6:−3.5612979 7:−7.1091042 8:5.5747619 9:−2.8808331 10:1.8228761 11:−0.80162328 12:0.45366946

13:0.35113454 14:−5.9756327 15:1.5504394 16:1.9655282 17:2.4146829 18:−2.2898633

19:−0.88621074 20:−1.1601353 21:−0.79647011 22:1.5297979 23:−1.7144865 24:0.64629495

25:1.1985551 26:0.55810708 27:−0.25598845 28:−0.38665497 29:−0.00039836648 30:−1.1873535

31:−0.085017577 32:−0.069415957 33:−0.41498676 34:0.24881725 35:0.18458879 36:0.20159762

37:0.18202665 38:−0.081453502 39:0.168487 40:−0.027624954 41:0.18284768 42:0.38703957

43:0.40067115 44:0.0030078939 45:0.25092465 46:−0.28690481 47:−0.096155189 48:0.052919824

49:−0.31122819 50:0.11490654 51:0.10996526 52:−0.24321437 53:0.19623207 54:0.099348456

55:−0.077123351 56:−0.11627381 57:0.0009495847 58:−0.00063543959 59:0.00017326932

60:0.0011059562 61:0.0022817524 62:−0.0032958018 63:0.00029474383 64:−0.0021514872

65:−0.0054451232 66:−0.0024786978 67:3.7493555e−005 68:0.00035079228 69:0.0023467517

70:0.001588242 71:0.001914337 72:0.0012793314 73:0.0016132059 74:0.00040791018

75:0.0013395234 76:0.00060126832 77:0.0017832168 78:0.0019726807 79:0.0013805456

80:−0.00077531522 81:3.2110733e−005 82:0.0011871321 83:0.00056208909 84:0.0005204202

85:0.0010900472 86:0.0016796719 87:0.0010130677 88:0.00086538575 89:0.0014052332

90:0.0012018452 91:0.00018189113 92:0.00057689246 93:0.0018313623 94:0.0026408355

95:0.00079052034 96:0.0019842789 97:−0.0015824389 98:−0.00092224235 99:−0.0010365265

100:−8.9265384e−005 101:−0.00011542163 102:0.0024433194 103:0.0015950786

104:−0.001393425 105:−0.00076850987 106:−0.0017206173 107:−0.0011140696 108:−0.0020789856

109:0.0013786858 110:−0.00081737712 111:−0.0025310477 112:−0.0010236512 113:−0.00049510651

114:0.0013168686 115:−0.0017368494 116:−0.00051662087 117:−0.0011937086

118:−0.0008155898 119:−0.0014308705 120:−0.00060646527 121:−0.0023188046 122:−0.00047986541

123:−0.0017967777 124:−0.0028703539 125:−0.0008995044 126:−0.0044899271

127:−0.0037051167 128:0.00010453928 129:0.0017558743 130:−0.00021409123 131:8.4772248e−005

132:−0.00059640477 133:0.00091315049 134:0.0029517044 135:0.0012407211

136:0.001771849 137:0.00061086519 138:0.0016401729 139:1.1190635e−005 140:0.00066645071

141:0.0020694127 142:−0.0019681684 143:−0.0010553099 144:0.0023889465 145:0.0018726855

146:−0.00070473028 147:−0.0012693994 148:0.0013133255 149:0.0017171054 150:−0.0023144449

151:0.0023775783 152:−0.00045603843 153:−0.0020286744 154:−3.1378081e−006

155:−0.0017911249 156:0.00026146293 157:−0.00066072296 158:−0.0012093179

159:0.00038491705 160:0.00085559086 161:0.0025676095 162:0.0016044743 163:−0.00089113193

164:0.0024120815 165:0.0010050905 166:0.0013388922 167:−1.9663272e−005

168:−0.00063788053 169:−0.001915552 170:−0.0015327755 171:−0.00080461183 172:−0.0022213417

173:−0.0012071569 174:0.00085961225 175:1.1924029e−005 176:−0.00010044254

177:0.0011742229 178:−0.00082149269 179:−0.0016058821 180:−0.0010348763 181:−0.00091460953

182:−0.0004915254 183:−0.00073268131 184:0.00074214442 185:−0.0018549222

186:−0.00029827142 187:−0.0012626129 188:0.0011506754 189:0.0014984758 190:0.001521907

191:0.0011545231 192:−0.0017103127 193:−0.0005076346 194:−0.00046162415 195:−0.00039687741

196:0.0006169476 197:0.0019146017 198:−0.001938576 199:0.00174745 200:−0.00036255008

201:0.001886385 202:0.00071268051 203:−0.0015044769 204:−0.00094833004

205:0.0020877882 206:−0.0016524799 207:−0.002788797 208:0.001349878 209:0.001943506

210:−0.00086329813 211:0.00089030684 212:−0.0019820002 213:6.8280075e−005

214:−0.00089089427 215:−0.0011382027 216:−0.0011946515 217:−0.031154955 218:−0.018805003

219:−0.01448297 220:−0.014768096 221:−0.01189405 222:−0.0050329659 223:−0.0038689009

224:2.2608641e−005 225:−0.00011902419 226:−0.018885663 227:−0.0053921309 228:−0.0018284534

229:−0.0052720057 230:−0.009582757 231:−0.0060223294 232:−0.0011540388

233:−0.0011784985 234:−0.0036054854 235:−0.0014334067 236:−0.0057753613 237:−0.092932746

238:−0.071324907 239:−0.0057371478 240:−0.006171681 241:−0.0023048196 242:−0.0031618457

243:−0.0039265179 244:−0.036298919 245:−0.026567493 246:−0.048627507 247:−0.022513576

248:−0.0027006424 249:−0.0030078713 250:−0.0061391126 251:−0.0061381557 252:−0.0049137147

253:−0.0035512438 254:−0.012955156 255:−0.022692045 256:−0.019110594 257:−0.019834602

258:−0.0055528483 259:−0.0031212247 260:−0.0048848111 261:−0.0025836895

262:−0.0010775019 263:−0.0019687952 264:−0.0064801569 265:−0.0049881209 266:−0.0030259397

267:−0.0079323547 268:−0.043975201 269:−0.047393609 270:−0.0097410055 271:−0.0014055291

272:−0.0071474779 273:−0.015365882 274:−0.01525611 275:−0.0060280701 276:−0.0022994229

277:−0.044466536 278:−0.037435107 279:−0.021463662 280:−0.0029869985 281:−0.030177595

282:−0.023953391 283:−0.005625559 284:−0.035487764 285:−0.029201077 286:−0.011287678

287:−0.0095548136 288:−5.3504686e−005 289:−0.0016710128 290:0.0016311913

291:0.0015074767 292:0.0012213683 293:−0.0015347537 294:−7.1857015e−005 295:−0.0013649603

296:−0.0018400808 297:−0.0011357415 298:0.00029335488 299:−0.00027912227

300:0.003004099 301:−0.00078015722 302:−0.00046966597 303:−0.00038853599

304:0.0011859888 305:−0.0017202824 306:0.0010953069 307:0.0015855392 308:−0.0017361958

309:0.0011252258 310:0.00020620346 311:−0.0008949365 312:−0.00079829368 313:−0.00031991332

314:0.0018246222 315:0.00081679551 316:0.00071390043 317:0.00014404937

318:0.00030348785 319:0.0007406784 320:0.00051131583 321:0.0007617402 322:0.0015480069

323:0.00016401848 324:−0.0024698905 325:−0.00046456934 326:−0.0014662248 327:−0.00017874227

328:0.0024365219 329:−0.00083040918 330:0.00055475923 331:−2.3758541e−005

332:0.0013844321 333:0.00018908412 334:−4.6850397e−005 335:0.00017908432

336:0.0027642041 337:−0.00026057736 338:−0.0019368717 339:0.0012275067 340:−0.0021567047 #

APPENDIX C4

SVM Model Weights

(85; Normal/Diseased)

SVM-light Version V6.01

0 # kernel type

3 # kernel parameter - d

1 # kernel parameter - g

1 # kernel parameter - s

1 # kernel parameter - r

empty # kernel parameter - u

85 # highest feature index

138 # number of training documents

75 # number of support vectors plus 1

0.68943175 # threshold b, each following line is a SV (starting with alpha*y)

−0.0011669793294833025 1: −6.2484217 2: 2.8692274 3: 3.9726458 4: 4.5728879 5: 3.1217315

6: 1.431265 7: 0.44778323 8: 1.02934 9: −1.1082938 10: 1.1373868 11: 1.9316131 12: −0.28561696 13:

−3.060276 14: 0.38243186 15: −0.76406515 16: 1.25282 17: 0.95133108 18: 1.8977604 19: −0.33501664

20: 0.67167497 21: −0.11577946 22: 1.6258748 23: −0.61664796 24: −1.2282914 25: −1.6443142 26:

−0.90777022 27: 1.2275497 28: 1.0568956 29: 2.1236527 30: −0.26141879 31: 0.03845077 32:

−0.58085138 33: −0.78061342 34: 1.2447574 35: 0.24944715 36: −0.3606073 37: −0.23068826

38: 0.78405386 39: −0.43722236 40: 0.28527892 41: −1.2349344 42: −1.6965803 43: 0.25968778

44: 0.74408704 45: −0.11024579 46: −0.70728445 47: 1.5416214 48: 0.5093556 49: 0.50813681 50:

−0.10848369 51: −0.72595042 52: −1.0701329 53: 1.2242886 54: −0.44644347 55: 0.22465287

56: 1.0197572 57: −1.3624406 58: 0.96072525 59: −1.3194218 60: −0.52487147 61: −0.1581929

62: 0.0047937976 63: 0.096934691 64: 1.8773297 65: 1.0675534 66: −0.37953418 67: −0.30575103

68: −0.14885564 69: −0.7085318 70: −0.082562283 71: 0.71772766 72: −0.6834473 73: 0.37860462 74:

−0.3881411 75: −0.17689922 76: 0.89653313 77: 0.48991525 78: −0.13384825 79: −0.7523219 80:

−0.15887904 81: −0.72565669 82: −0.071575895 83: 0.26591104 84: −0.036035866 85: 0.11221373 #

−0.0015650989582460004 1: −5.5317745 2: −3.2781949 3: 1.4514818 4: 4.4336934 5: 0.22635397

6: 2.3636923 7: 2.9700732 8: −0.24828267 9: −2.3608406 10: −1.9967079 11: −0.73264194

12: 1.0981561 13: −1.8951033 14: 0.55268621 15: 1.5258482 16: 0.17173247 17: 0.14921966

18: 0.91354114 19: 1.1576183 20: 0.82168186 21: −0.59960753 22: −0.3806065 23: 0.036252648

24: 0.40446517 25: −0.041981112 26: 0.5394733 27: 0.10547557 28: −0.18626553 29: 0.43777582 30:

−1.2531258 31: −0.57186949 32: 0.10621319 33: 0.55403918 34: −0.30708826 35: 0.042276658 36:

−0.97170401 37: 1.5680649 38: −0.35357198 39: −0.31896117 40: 0.1885691 41: 0.14435399 42:

−0.80022198 43: 0.050054323 44: 0.21044557 45: 0.9939636 46: 0.016742287 47: −0.0084441807

48: 0.42134136 49: −1.3300655 50: 0.14887142 51: −1.5286498 52: 1.0831087 53: 0.01669452 54:

−1.0117697 55: −1.5333623 56: −0.23926201 57: 1.1092873 58: −0.30872497 59: −0.0068817809 60:

−0.08816056 61: −0.23867473 62: 0.14579196 63: 0.93483233 64: −1.314449 65: 0.67001724 66:

−0.43909997 67: −0.21468382 68: −0.029038141 69: 0.6566391 70: 0.66849053 71: −0.68139273 72:

−0.19444059 73: 1.0253628 74: −0.39257091 75: 0.16086669 76: 0.59910434 77: −0.099923208 78:

−1.3054628 79: −1.3442253 80: 1.4393352 81: 0.25903618 82: −0.08239346 83: −0.32068664

84: 0.9061048 85: −0.81428427 #

−0.0035207597532646157 1: 8.4564133 2: −3.6954048 3: −0.36950901 4: 2.0615106 5: 0.32085344 6:

−2.5327203 7: −0.28457209 8: −1.186967 9: −1.2540523 10: 2.2149053 11: −2.8718159 12: 0.93030947

13: −2.0749297 14: −0.2423725 15: −1.8521192 16: −1.5626588 17: 3.2296343 18: 0.065072417

19: 0.17800856 20: 0.73286116 21: 1.1539247 22: 1.1033744 23: 0.1072376 24: −0.81941801 25:

−1.7166369 26: −0.49180382 27: −0.88959998 28: −0.783346 29: 0.55402172 30: −0.21719469 31:

−0.38976419 32: −1.8080884 33: 0.093785204 34: −0.34544724 35: 2.3562729 36: −0.55151314

37: 1.1748444 38: 0.35242981 39: −0.68477893 40: −0.089026608 41: 0.21341442 42: 0.93687207

43: 0.044087749 44: −0.26936442 45: 1.4698968 46: −0.94894558 47: −0.20715962 48: 0.17709284

49: −0.092726924 50: −0.03063637 51: −0.053195205 52: −1.4915875 53: −0.091144487 54: 1.1582738

55: −2.4273913 56: 0.10436805 57: −0.16633649 58: −0.67621684 59: −0.74687052 60: 0.37081623 61:

−1.4236872 62: 0.54976654 63: −0.023168497 64: −0.61734682 65: 0.34305745 66: 0.54878235

67: 1.023862 68: 0.95399183 69: 0.61367548 70: 0.2599085 71: 0.75868374 72: 0.27436996

73: 0.23401526 74: −0.75373387 75: −1.3631232 76: 0.77333856 77: −0.3686007 78: −0.066425569

79: 0.82971358 80: −0.27613378 81: 0.3844921 82: 0.093253352 83: −0.62704402 84: −0.84857655

85: 0.058126319 #

−0.0035207597532646157 1: −5.7919517 2: −2.1810565 3: 0.89991498 4: 4.4267159 5: 0.42934251

6: 0.0051537198 7: 2.4697821 8: −0.77805513 9: 0.41163149 10: −2.9729836 11: −0.4103817

12: 0.5306235 13: 0.1541082 14: 0.88863766 15: 1.8568023 16: −1.138868 17: −2.3147066 18:

−1.5117507 19: 0.69398737 20: 0.65491122 21: 2.016608 22: −1.9388435 23: −0.48158178

24: 0.49413031 25: 1.759385 26: 0.56169939 27: 1.358276 28: −0.67969912 29: −0.17309627 30:

−0.31775782 31: 0.089694984 32: 0.026966177 33: 0.12238708 34: −0.54287702 35: 0.92235756 36:

−1.1001273 37: −0.63166147 38: −0.11067349 39: 1.2273777 40: −1.2410905 41: −1.389986 42:

−1.4577581 43: 0.55986434 44: −0.86515212 45: 1.1510192 46: −1.5532745 47: −0.23236232

48: 1.539893 49: −0.75711602 50: −0.37118486 51: −0.023546115 52: −1.4525793 53: 0.74840224 54:

−1.3073236 55: −0.42132354 56: −0.044209357 57: 0.59822321 58: −1.0615158 59: −0.21888712

60: 0.48570648 61: 0.086135194 62: −0.55055785 63: 0.19289941 64: 1.4558742 65: 0.47681028 66:

−1.5687805 67: 0.88204062 68: −0.90476662 69: 0.31320921 70: −1.8967479 71: 1.0429516

72: 0.22732769 73: 0.76303196 74: 0.99647546 75: −0.16086195 76: −0.079184987 77: −0.31307292

78: −0.28297859 79: 0.53510016 80: −0.61627305 81: 1.2682763 82: −0.86660659 83: 0.79760998

84: 0.88989186 85: 0.31910986 #

−0.0035207597532646157 1: −4.8213444 2: 1.5760788 3: −0.57018983 4: 4.005219 5: −2.8392484

6: 1.7106702 7: 9.8552361 8: 2.2270277 9: −1.4904127 10: −7.1802697 11: −3.0619631 12: −0.14209715

13: −1.4537175 14: −2.877516 15: −1.1271073 16: 0.53900164 17: −1.8657733 18: −0.53384638

19: 1.5783185 20: −0.68478709 21: 0.032381013 22: −1.4166883 23: −0.0025301133 24: −1.1854193

25: 0.62957221 26: −3.2034943 27: 0.077824026 28: 1.7398168 29: −0.01426788 30: −0.64900607 31:

−0.21030807 32: 0.88778365 33: 0.076254755 34: 2.1417699 35: −0.27708969 36: 0.31239855

37: 0.70956808 38: −0.64874792 39: 0.1058379 40: −0.42606917 41: 0.72831851 42: −0.25673389

43: 0.2500523 44: −1.6403226 45: 2.1886477 46: −2.2809436 47: −0.1286744 48: −0.12771322

49: 0.68130213 50: 1.0067925 51: −0.92800182 52: 0.26234749 53: −0.089902036 54: −0.42107287

55: −1.3764564 56: −1.510673 57: −0.43247876 58: −0.68712801 59: 0.7631014 60: −0.82621932

61: 1.5242251 62: −0.56152421 63: −0.57718027 64: −0.29271552 65: −0.19943641 66: −0.54750919

67: 0.22625037 68: 0.1774147 69: −1.4245882 70: −0.1029859 71: 0.00042244355 72: 1.3596847

73: 1.0236553 74: −0.48945808 75: −0.15918885 76: −0.12789704 77: −0.1897447 78: 0.099541761 79:

−0.28899437 80: 0.19369102 81: 0.60415381 82: −0.13581827 83: −0.12477767 84: −0.75226313 85:

−1.41051485 #

−3.4280994110505209e−005 1: −4.1156435 2: −0.34006771 3: 8.4351921 4: −14.735023 5: 2.3358378

6: −6.4112816 7: 1.5974257 8: −3.843544 9: −9.0954008 10: 4.760253 11: −3.9502704 12: 2.7603168

13: 0.43952861 14: 5.5260024 15: 3.1865094 16: −6.4434667 17: −1.9002872 18: −6.7885156

19: 0.16282603 20: 0.52738881 21: −6.3669405 22: −1.5121588 23: 0.72735524 24: −3.7408514

25: 3.781415 26: −1.5523477 27: 3.5449743 28: −0.18590957 29: 5.2692285 30: 0.36765394 31:

−3.1490333 32: −0.66037738 33: 1.007771 34: −0.61638629 35: 0.74850076 36: 1.2301011 37:

−0.73134118 38: 0.83485031 39: 0.8798697 40: −1.2472433 41: 0.93989688 42: −0.71822441

43: 0.32871962 44: 0.47559053 45: −0.90758634 46: −0.18236195 47: 0.26476479 48: 0.3338339

49: 0.17463125 50: 0.71907938 51: −0.2087025 52: 0.58152407 53: 0.30969498 54: 0.79729444

55: 0.21376763 56: −0.21582489 57: 0.062268022 58: 0.20543171 59: −0.055415176 60: −0.12182273

61: 0.306467 62: −0.15245672 63: −0.50928122 64: −0.34476313 65: 0.10096245 66: 0.39556009 67:

−0.60022378 68: 0.34298474 69: −0.10788257 70: 0.062733725 71: −0.12500487 72: 0.19981076

73: 0.028175019 74: 0.12437224 75: 0.062091012 76: 0.27516529 77: 0.22774903 78: −0.073975861

79: −0.27044097 80: 0.066835359 81: −0.083587073 82: 0.14524968 83: −0.28966823 84:

−0.085532948 85: −0.090635799 #

0.0026466146997776037 1: −8.7888012 2: −5.0174055 3: 15.464613 4: 12.69648 5: 0.48444548

6: 4.1684113 7: −0.74741292 8: −3.0366001 9: 3.0165656 10: 0.36663359 11: 0.090890579

12: 1.0652288 13: −1.5409054 14: 0.2649897 15: −0.43269604 16: −0.038893078 17: −0.77519739

18: 0.81574935 19: −1.0314269 20: −3.2741005 21: −1.5639375 22: −0.5126884 23: 0.82985568 24:

−1.0077952 25: 1.0022768 26: 0.1195637 27: 1.2333072 28: −1.1778735 29: 0.83554494 30:

−0.10847708 31: 1.3086255 32: −1.6946321 33: 1.2967862 34: −0.79051191 35: 0.56799436 36:

−1.7944912 37: 0.58153147 38: −3.3880858 39: 2.1127441 40: −0.35073772 41: 0.3430565 42:

−0.19415511 43: 0.87412983 44: −1.4260486 45: −0.2287287 46: 0.86864233 47: −0.34647352 48:

−1.0671141 49: 0.81541055 50: −1.2651246 51: 1.6905305 52: −0.76940089 53: 1.2428665 54:

−0.253553 55: 0.75670892 56: 0.037519887 57: 1.3644034 58: −1.3079399 59: 0.41920772 60:

−1.4656103 61: −0.38064155 62: −1.4655507 63: 0.85689932 64: −0.25574639 65: −0.94760424

66: 0.048869174 67: 0.52866745 68: 0.64850807 69: 0.541134 70: −1.4543862 71: 0.067330085

72: 0.054305743 73: −0.48869985 74: −1.1989335 75: 0.44269657 76: 0.71393716 77: −0.32942852

78: 0.4908244 79: 0.13667721 80: 0.75521457 81: −0.23717679 82: 0.74724638 83: −0.19844957 84:

−0.66304415 85: 0.4589403 #

0.0035207597532646157 1: −2.6544154 2: −1.6780306 3: 0.060192857 4: 4.1504841 5: 0.24912068

6: −6.624095 7: 0.57551324 8: −0.40938711 9: 0.95585006 10: −1.6248276 11: 2.5019817

12: 0.56307358 13: 0.95418429 14: 0.88776869 15: 3.2650585 16: −0.68683743 17: −2.1359942

18: 1.4519684 19: 2.2777252 20: −0.086952887 21: 0.98849201 22: −0.43877348 23: 2.5149901 24:

−0.61557049 25: −1.8795074 26: −2.9768124 27: 0.79192317 28: −0.13132951 29: −0.029296318

30: 0.93309855 31: −0.7005055 32: 0.71704352 33: −0.25660962 34: −2.2047393 35: −0.25032863

36: 0.71683908 37: −0.74325979 38: −0.43488362 39: 0.098624043 40: 0.35353583 41: 0.48026922

42: 0.35613587 43: 0.23364027 44: −0.19640292 45: −0.059701335 46: −0.36572802 47: −0.56502438

48: 0.17310216 49: 1.1000975 50: 0.49338856 51: −0.50896662 52: 0.042086825 53: 0.79794669 54:

−2.1193681 55: 0.25861913 56: −0.33582497 57: −0.012439645 58: 0.20513313 59: −0.60620952

60: 0.54638368 61: −0.81247282 62: 0.62839669 63: 0.48116341 64: 0.38637295 65: −0.24869362

66: 0.84799761 67: 0.30435371 68: −0.0083769634 69: −0.36916006 70: 1.1698636 71: −0.28332841

72: −0.16254009 73: 0.60171705 74: −0.3651886 75: 0.13924569 76: 0.14928086 77: −0.22138734 78:

−0.23113471 79: 0.71544218 80: −0.68907952 81: 0.25123066 82: 0.35675538 83: 0.7597639 84:

−1.4002386 85: 1.2163451 #

0.0035207597532646157 1: −4.2092881 2: −2.4297073 3: 2.3812873 4: 3.7497678 5: −3.525115 6:

−4.9855132 7: 6.1610827 8: 2.7601898 9: −2.8208137 10: −3.3654191 11: −0.56684256 12: 0.35663861

13: −2.660598 14: −1.8712988 15: −1.387481 16: −2.1275451 17: −0.54285592 18: −1.2628362

19: 2.989496 20: −1.130962 21: 0.9517414 22: −1.2566395 23: −0.34647283 24: 0.77426749 25:

−1.3361136 26: −1.7966329 27: 0.40518939 28: −1.1118909 29: −1.0633837 30: −0.41736361 31:

−0.84764743 32: 1.1794119 33: 1.6799232 34: −0.63335872 35: 1.6104892 36: −1.1103476

37: 0.63073111 38: 0.48384947 39: 0.89936668 40: −0.082325786 41: 0.76218665 42: 0.97860414 43:

−0.37083343 44: 0.59187639 45: 1.1464876 46: 1.1205767 47: −0.8635487 48: 1.3752649

49: 0.51784384 50: −0.69380736 51: 0.72513711 52: 0.21139859 53: −0.93220896 54: 0.48446506

55: 1.2326409 56: 0.69779438 57: −0.010709514 58: −1.1019911 59: −1.4584427 60: 0.24385148

61: 0.9553318 62: 0.52746499 63: 0.75839889 64: −1.0763538 65: −1.1380903 66: −0.043663036

67: 0.55343688 68: −1.0342745 69: −1.0344036 70: 0.79018819 71: −1.7690177 72: −0.66686332 73:

−0.34390387 74: 1.0351527 75: −0.86768883 76: −0.31033605 77: 0.18996391 78: −0.22393461

79: 0.12826207 80: −0.28926349 81: −0.012549644 82: −1.2416493 83: −1.5032756 84: 0.082687184

85: 1.2248921 #

0.0035207597532646157 1: −7.509798 2: −4.5393901 3: −2.8062258 4: 3.4199057 5: 3.2766123 6:

−6.2061114 7: −3.7431328 8: 0.69338125 9: 1.6215347 10: 1.2656826 11: 2.7182131 12: −0.35331067

13: −0.94589573 14: 0.90906739 15: 0.93549758 16: 0.38136375 17: 0.90199894 18: −0.53325403 19:

−1.0350369 20: 0.1937726 21: 0.45757112 22: 0.39697847 23: −0.39251831 24: 1.403145 25:

−2.4881928 26: 1.5786802 27: 1.5884699 28: 0.32738572 29: 0.77424771 30: −0.48961881 31:

−0.69184321 32: −0.11602285 33: 0.25669566 34: 0.45848355 35: −2.2879128 36: −0.97574413

37: 0.34878814 38: −0.32084075 39: −0.51838773 40: −0.48434633 41: 0.40164044 42: −1.2636504

43: 1.3239561 44: −0.48785928 45: 0.056154378 46: 1.0239472 47: 0.50110769 48: 0.0026843392

49: 1.1051512 50: −0.25809002 51: 0.46542385 52: 0.097595304 53: −0.8211751 54: 1.3499396 55:

−0.55995923 56: −1.3507671 57: 0.88989532 58: −0.62262529 59: 1.4444965 60: −0.48785457 61:

−0.5163992 62: −0.56071895 63: −0.19808592 64: 1.1346015 65: −1.5523173 66: 1.5615344 67:

−0.05772467 68: −0.64757806 69: −1.8814909 70: 0.69906181 71: 0.21192646 72: −1.3310343

73: 0.59936488 74: 0.050508223 75: −0.035055101 76: −0.060202323 77: 1.5310905 78: 0.32611093

79: −1.7685404 80: −0.47976485 81: −0.17680326 82: 0.0080885431 83: −0.59574872 84: −0.47070134

85: −0.022143023 #

−0.0035207597532646157 1: 10.097442 2: −1.8614138 3: 1.4156544 4: 1.4052474 5: 0.31974572 6:

−5.6366968 7: −2.7028873 8: −2.4760547 9: 2.5067186 10: 2.0757139 11: −2.1181877 12: −0.90601051

13: 1.0449494 14: −0.63680339 15: −1.3693681 16: −1.4672149 17: 2.2615716 18: 1.0364233 19:

−0.88492882 20: 0.77747375 21: −0.23462507 22: −0.168164 23: 0.030179759 24: −1.0176415

25: 0.83552551 26: −0.99221385 27: 0.31474352 28: −1.0523298 29: 0.55194938 30: 0.16242579

31: 0.45075864 32: 0.82697576 33: −0.70048535 34: 0.77331382 35: 1.29409 36: −0.094384804

37: 0.64095533 38: −0.2618013 39: −1.0752306 40: −0.16970454 41: 0.6047948 42: 0.27205655

43: 0.83269829 44: 0.11379907 45: 0.66776836 46: −0.56533515 47: −0.43901965 48: 0.8195048

49: 0.98343772 50: −0.65349871 51: −0.019731186 52: −0.95981377 53: 0.32438889 54: 0.69812906

55: 0.20094955 56: 1.2491561 57: 0.031027239 58: 0.082117409 59: 0.30294687 60: 0.62821972

61: 2.1786509 62: 0.24057224 63: −0.22619005 64: −0.35955474 65: −0.33847553 66: 0.33624274

67: 0.44285411 68: −1.5966766 69: 0.037208516 70: −1.1043345 71: 0.57435846 72: −0.01608846

73: 0.53170288 74: 0.37930936 75: 0.31339011 76: 0.80519551 77: −0.92552328 78: 0.28643498

79: 0.40159059 80: −0.38341659 81: 0.36391017 82: −0.51450759 83: −0.63291878 84: −0.46120426

85: −0.27918485 #

−0.0035207597532646157 1: 7.2203302 2: −4.6925292 3: −0.71862835 4: 2.4329977 5: 0.17405996 6:

−2.3858955 7: −3.6205564 8: −1.2306844 9: 0.62873197 10: 2.9880207 11: −0.4485932 12: −0.12904745

13: −0.65154469 14: 0.80697656 15: −1.029856 16: 1.529476 17: 2.8022256 18: −1.0489378 19:

−0.44924599 20: −0.80383497 21: −0.25904307 22: 0.53846246 23: 0.71031916 24: −2.3672302 25:

−0.91945183 26: −0.78370333 27: 0.12203253 28: 0.72611457 29: −0.22881122 30: −0.79196155 31:

−0.02377972 32: 0.20235474 33: 0.21350279 34: 1.3739451 35: 0.098526865 36: 2.815995 37:

−0.91403037 38: −0.5698511 39: −1.2917552 40: −1.4901602 41: −1.3911369 42: 1.7263176 43:

−1.0613565 44: −0.66679603 45: −0.70240986 46: −0.8640815 47: −0.099078871 48: −1.2030772

49: 0.17561798 50: −1.004133 51: −0.090904243 52: 0.0029521906 53: −0.59214115 54: 0.60327482

55: 0.8842234 56: −0.22315407 57: 0.62547201 58: 0.95840544 59: −0.34876853 60: 0.53333133 61:

−0.96676898 62: −1.5946102 63: 0.70361596 64: −1.0295923 65: −0.18397623 66: 0.10510585

67: 0.11890922 68: −1.470775 69: 1.7038034 70: −1.1788989 71: 0.71039879 72: −0.02496448

73: 1.0265777 74: 0.72668654 75: −0.24382575 76: 0.31476215 77: 0.64805585 78: 0.056707695 79:

−0.032253273 80: −0.35613647 81: −0.29307088 82: −0.47884226 83: −0.031227961 84: −0.68177027

85: 0.40402326 #

−0.0028758957132167203 1: 3.5329537 2: −10.95813 3: 3.4194798 4: −7.8480668 5: 3.7418206 6:

−3.0329297 7: −2.0779335 8: −0.86376679 9: −0.23510407 10: 2.2805333 11: −1.7733712 12:

−0.88370395 13: 0.80895215 14: 4.2387309 15: −2.0776055 16: 3.0777144 17: −0.79243094

18: 0.84162772 19: −0.077937923 20: 0.28963533 21: −1.3790681 22: 1.4894168 23: 0.018758779 24:

−2.0270684 25: −0.68106169 26: −7.2576551 27: −1.8796045 28: 2.9182773 29: −2.6407745 30:

−2.0767155 31: 0.86707813 32: −1.6518435 33: 1.633288 34: −2.9613552 35: −4.4285808 36:

−1.0467037 37: 0.41871238 38: 1.6681521 39: 1.0266926 40: 0.95897007 41: −3.4459255 42:

−0.19771677 43: 1.4036087 44: 1.6188563 45: 2.5977178 46: 0.98996758 47: −0.82927483

48: 0.61392421 49: −1.1662588 50: −0.98937833 51: −0.28667507 52: −0.93937808 53: 0.97598058

54: 0.52989149 55: −0.094056919 56: −0.48669103 57: 0.83300668 58: −0.096311115 59: 0.76985174

60: −0.19955865 61: 0.70920098 62: −0.098080747 63: −0.58614087 64: −0.30448323 65: 0.43787375

66: 0.42960981 67: −0.62090302 68: 0.67657304 69: −0.28415462 70: −0.60854691 71: −0.17868806

72: 0.30537838 73: −0.17963754 74: 0.36392453 75: 0.4541378 76: 0.098703489 77: −0.14385869

78: 0.14480381 79: 0.54459673 80: −0.32749698 81: 0.5294469 82: −0.03399723 83: −0.085196897

84: 0.036676209 85: −0.032222539 #

−0.0032274031575531114 1: 10.264601 2: −0.059173197 3: 1.2563672 4: 0.93355006 5: 0.10213261

6: −3.12937 7: 0.1210808 8: −1.4454924 9: 2.8236961 10: 1.1237521 11: −3.9188919 12: −2.4904826

13: 2.0705259 14: −0.87547851 15: −1.8442463 16: 0.21780729 17: 2.4239211 18: 1.4910609 19:

−1.729903 20: 2.1160944 21: −1.7531475 22: −0.63739741 23: 0.51525068 24: −2.1273396

25: 0.43934068 26: −1.0054997 27: −1.7345521 28: −0.25552028 29: 0.75789368 30: −1.0863563

31: 1.4560143 32: 1.7285388 33: 0.094971634 34: 0.95385522 35: −0.35644263 36: 0.83385187 37:

−0.56441391 38: 0.26436624 39: −1.6112218 40: −0.29825702 41: 0.97394598 42: −0.066852339

43: 0.05723669 44: −0.2698839 45: 0.12173406 46: −0.052312899 47: −1.6940966 48: 1.4239658

49: 1.2168394 50: 1.3187749 51: −0.8759495 52: −0.22878745 53: 0.0077490155 54: 0.91228098

55: 0.33469588 56: 0.29470313 57: 0.13694796 58: −0.91457546 59: −0.60467321 60: 0.67347729 61:

−0.37298837 62: 0.57097292 63: −0.22237512 64: −0.33819744 65: −0.72712189 66: −0.15334231

67: 0.11498885 68: −0.916785 69: −0.51799488 70: −0.48970297 71: −0.80190605 72: −0.031837724

73: 0.73535842 74: −0.54567927 75: 0.80711287 76: −0.38004223 77: −0.30100656 78: −0.51487565

79: −0.23349914 80: 0.84564257 81: −0.43879128 82: −0.30966088 83: 0.36664808 84: 0.50657499

85: −0.53866541 #

−0.0016056377696593623 1: 8.3293247 2: −3.9943771 3: −1.2766048 4: 1.7569972 5: 2.6435943 6:

−2.9492621 7: −2.3212342 8: −2.6703773 9: 1.6562256 10: 0.99037993 11: −1.6012954 12: 0.34458488

13: 0.13430169 14: 0.21423897 15: −1.2481678 16: −0.74102271 17: 2.3277071 18: −0.68662477 19:

−2.159126 20: 0.51672584 21: 0.24277323 22: 0.73280674 23: 1.1756219 24: 0.25978401

25: 0.63631743 26: 1.7079741 27: 2.0787354 28: −1.5707715 29: 0.65416503 30: 0.26913345

31: 2.2607591 32: 0.35912016 33: 0.65344459 34: 0.75340146 35: −0.57042199 36: −0.74616569

37: 0.49215052 38: −0.49467999 39: 0.41213545 40: 0.45474479 41: −0.1624404 42: −0.15442291 43:

−0.006333814 44: −0.83312565 45: −0.39217919 46: −1.3772601 47: 0.84278703 48: −0.30854723

49: 0.16744663 50: 0.63391715 51: 0.039532144 52: 0.74026698 53: −0.42207003 54: −0.590087 55:

−0.36480734 56: −0.69397259 57: 0.26235241 58: −0.33095819 59: 0.10752961 60: −0.31946054

61: 0.14592922 62: 0.65290701 63: 0.52099472 64: −1.0849066 65: 0.14312524 66: 0.047710914

67: 0.52469856 68: −0.45751137 69: 0.21821585 70: −0.11044776 71: 0.40490064 72: 0.34637508 73:

−0.50340813 74: −0.07373298 75: −0.21722183 76: 0.55678886 77: 0.44857395 78: −0.3983981 79:

−0.21097562 80: −0.21726133 81: 0.77907968 82: 0.12184522 83: −0.35409185 84: 0.42927939 85:

−0.37174541 #

0.0035207597532646157 1: 4.0929852 2: 1.4835061 3: 6.1188703 4: −10.270689 5: 2.5785246 6:

−3.0121825 7: 5.101213 8: 1.347518 9: −3.5204203 10: 2.21015 11: −5.8079023 12: −2.5663617 13:

−0.33926055 14: 2.6436672 15: −1.0706563 16: −0.81574434 17: −3.7340477 18: 7.6981411 19:

−2.4521976 20: −1.4685667 21: 0.33123419 22: −9.4077196 23: −0.35484156 24: −0.17792068 25:

−3.6837096 26: 4.7119341 27: −5.0051475 28: 1.248998 29: 0.87546146 30: −1.9852268 31: −1.1443926

32: −1.4047424 33: 0.22170831 34: −0.6524421 35: 0.39878628 36: 1.2928823 37: 0.18981601

38: 1.3192978 39: −1.4391513 40: −1.0323067 41: 0.3658849 42: 0.1672495 43: 1.9239275 44:

−1.1866595 45: −0.21402705 46: 0.64624435 47: 0.65488696 48: −1.2625316 49: −0.69013387 50:

−0.32074571 51: 0.27624661 52: −0.064966165 53: 1.1192961 54: −0.32037497 55: 0.49531639 56:

−0.92731094 57: −0.63326555 58: −0.23282745 59: 0.37688258 60: −0.067128718 61: 0.65384096

62: 0.18629821 63: −0.20528869 64: 0.18397641 65: 0.31394571 66: −0.36168703 67: 0.23028509 68:

−0.41653144 69: 0.46200734 70: −0.18024899 71: −0.099146627 72: −0.84744304 73: −0.043899365

74: −0.052784499 75: −0.28761339 76: −0.30889967 77: 0.18458949 78: 0.024246849 79: −0.21060209

80: 0.19436322 81: 0.11929421 82: −0.11581916 83: −0.056519356 84: 0.04534936 85: 0.41549221 #

0.0035207597532646157 1: −0.17285712 2: 5.3579178 3: −0.74000329 4: 0.99322218 5: −6.1377206

6: 0.59887767 7: 0.042126093 8: −0.2397196 9: 1.3158681 10: 1.9585021 11: −2.8881965 12:

−2.0061564 13: 0.65251106 14: −1.2070966 15: −0.58103746 16: 0.42443126 17: −0.66891319

18: 1.3253081 19: 0.98001778 20: −0.39893013 21: −0.8579973 22: 1.2817551 23: −0.42398727

24: 1.3232685 25: 0.21813056 26: −0.35450104 27: −0.12951463 28: −0.43908429 29: −1.0419377 30:

−1.6454725 31: −0.12625751 32: −0.41548735 33: 0.67890793 34: −0.418008 35: 0.2621589

36: 0.049831923 37: −1.4470059 38: 1.1266959 39: 0.58603501 40: 1.4245315 41: −0.17537774 42:

−1.3361218 43: 0.083461992 44: −1.5330092 45: −0.35139784 46: −0.055380493 47: 0.5069105 48:

−0.65670156 49: 0.082980849 50: 1.0968806 51: −0.67249388 52: −0.45360234 53: −1.2057146

54: 1.5455887 55: 0.079480849 56: 1.4911444 57: 0.76370496 58: −0.55405068 59: −0.61118889

60: 0.36784449 61: 0.66775882 62: 0.91460311 63: 0.0053329607 64: 0.34343752 65: 1.1612324

66: 0.16291295 67: −0.19362122 68: −0.19218297 69: −1.3981386 70: −0.28877142 71: −0.51815724

72: 0.15315264 73: 0.49423894 74: −0.12288372 75: 0.37653589 76: 0.041707151 77: 0.88474351 78:

−0.13657476 79: 0.23490222 80: 0.00163262 81: −0.75146848 82: 0.91966087 83: −0.22570723

84: 0.34171563 85: −0.21373966 #

0.0035207597532646157 1: 7.5575404 2: 1.2708558 3: −2.5564513 4: 2.3454616 5: −4.0419817

6: 3.6907179 7: 3.6983776 8: 0.66216749 9: 1.8481812 10: −4.4674816 11: 0.81366938 12: 2.0454063

13: 1.2286377 14: 0.79411447 15: 2.6960921 16: 2.3801267 17: −3.9791861 18: −1.2930653 19:

−0.071555428 20: −1.6138343 21: 0.35226038 22: −0.16730696 23: 1.6548449 24: 0.18559873

25: 2.1241612 26: 0.31977135 27: −0.93729568 28: 1.5951219 29: 0.61639202 30: −0.88338506 31:

−0.30948994 32: −1.1341227 33: 0.053725217 34: 0.55166566 35: −0.088504292 36: 1.1535082 37:

−1.0387075 38: 0.47641572 39: 0.78401601 40: −0.17910491 41: 0.44150418 42: 1.0853348 43:

−0.90102106 44: −0.23553529 45: −1.2330498 46: −1.1346302 47: −1.2718041 48: −0.23164549

49: 1.5911038 50: −1.3972417 51: 0.51193959 52: 0.10215104 53: 1.3947874 54: 0.50654709 55:

−0.28716737 56: 0.52380943 57: −0.6641522 58: −0.4423224 59: 0.043580774 60: −0.17660081 61:

−0.65470898 62: 0.54345536 63: −0.89972711 64: 1.3129793 65: −1.4059575 66: 1.1218358

67: 0.13474494 68: −0.11640819 69: −1.0111084 70: 0.22180116 71: −0.57438076 72: 0.35917073 73:

−0.29428148 74: 0.77561665 75: 0.76326346 76: −0.02471507 77: −0.45806614 78: −0.38149336

79: 0.58453786 80: 0.11966577 81: 0.73335242 82: 0.11628031 83: 0.52007282 84: 0.35929218 85:

−0.34161055 #

0.0035207597532646157 1: 4.4914255 2: −0.24480897 3: −2.2583835 4: 0.88322991 5: −2.5046406

6: 1.9969134 7: −0.0044047181 8: −0.26928857 9: −1.4914516 10: −1.5938169 11: 0.76435322

12: 3.0260527.13: −1.8695457 14: 1.0035132 15: 0.51201451 16: −1.4259228 17: −1.8684331

18: 0.50730628 19: 0.90998501 20: 0.74316335 21: 1.3944154 22: 0.29851213 23: 0.39861822

24: 0.86132103 25: 0.21757281 26: 0.94610828 27: 1.2375537 28: −0.34744972 29: −1.3769326 30:

−1.0923102 31: −0.24452628 32: −0.025521526 33: 0.082867205 34: 0.21253513 35: −0.5278852

36: 0.95895612 37: 0.25863516 38: 1.6546474 39: −1.2401502 40: 0.82902467 41: 0.31838235 42:

−1.2486559 43: −0.6841439 44: 0.22977807 45: −0.83940697 46: −0.79875743 47: 0.11707787 48:

−0.17272606 49: 0.15384579 50: 0.087365143 51: 0.25894096 52: −0.15067339 53: −0.52227491 54:

−1.1062934 55: 1.2150086 56: −0.64603966 57: 0.18616955 58: −0.6439392 59: 0.42169374 60:

−0.56355494 61: 0.50825572 62: 0.05969793 63: 0.50939173 64: −0.44535851 65: −0.46299797

66: 0.16085759 67: −0.30113783 68: 0.13701017 69: 1.0244386 70: −0.45194241 71: −0.27729821 72:

−0.52808696 73: 0.40316921 74: −0.45404562 75: 0.6495536 76: 0.74272209 77: −0.57873446 78:

−0.49307254 79: −0.58688003 80: −0.94545007 81: 0.055477004 82: −0.50724208 83: 1.0299 84:

−0.17139539 85: 0.41131699 #

0.0035207597532646157 1: 4.8310957 2: −0.51966381 3: 3.2191603 4: −5.9580889 5: −3.9725423

6: 0.56513089 7: 5.1268225 8: −0.1668672 9: 0.36320001 10: −3.7878082 11: −0.10110246 12:

−0.6566487 13: 5.6380572 14: 2.660486 15: −3.7514431 16: 3.8383276 17: −2.368597 18: −2.6838796

19: −0.51957881 20: −1.0350298 21: −2.689707 22: −0.040914409 23: −2.89046 24: −0.017867085

25: 2.3588343 26: 0.7256881 27: 0.82110369 28: −0.69781995 29: −2.8904381 30: −0.0058995388

31: 0.3508876 32: 0.23750982 33: −1.1175548 34: 0.65478104 35: 2.9058352 36: −1.0202932

37: 1.486963 38: 1.0728838 39: −3.0690415 40: −0.14180592 41: −2.1934268 42: −0.5380643

43: 0.7140224 44: −2.0659578 45: −0.12305688 46: 2.9920449 47: −2.1582038 48: 1.3255918

49: 1.483328 50: 0.30026016 51: 0.87408745 52: −0.61406249 53: 1.0657183 54: −1.4992493 55:

−0.23971069 56: 0.43577427 57: 1.691076 58: 0.65021253 59: −0.31427428 60: 0.72341466 61:

−1.265844 62: −0.10906541 63: −0.088984825 64: 0.091691613 65: −0.14957437 66: 0.71384794 67:

−0.30230176 68: −0.050637566 69: −0.12429062 70: 1.6292779 71: 0.75504225 72: −0.40864852 73:

−0.22019285 74: −0.15642677 75: 0.23244423 76: 0.27070737 77: −0.15731111 78: 0.30020115 79:

−0.24489987 80: 0.34977928 81: 0.35565168 82: 0.19694737 83: 0.14676331 84: 0.16930567 85:

−0.051620871 #

−0.0035207597532646157 1: −0.40237048 2: 3.0508842 3: −0.87237811 4: −0.24187045 5: −8.52349

6: 4.217833 7: 1.0044558 8: −0.71493214 9: 0.38238505 10: −0.80563587 11: 0.89346939

12: 2.4719095 13: 1.3058728 14: −0.975398 15: 1.7273053 16: −2.1807504 17: −4.3538771 18:

−2.3977282 19: −1.7475402 20: 1.4739785 21: 0.91152471 22: 1.1646342 23: 0.61799443

24: 1.2027286 25: −0.072075672 26: −0.23120642 27: −1.5628221 28: 0.30661285 29: 0.27028155 30:

−0.59216547 31: −0.37261039 32: −1.004298 33: 0.18646973 34: −0.77777117 35: −0.070579112 36:

−0.52634406 37: 0.11652174 38: 0.38695204 39: −2.1880736 40: −0.5080148 41: 0.067998908

42: 0.26474997 43: 0.73836499 44: −0.67228192 45: 0.33195686 46: −0.7153669 47: 0.93102401 48:

−0.88505077 49: 0.74354327 50: −1.1693422 51: −1.4053208 52: 0.26272804 53: −0.73029745

54: 0.45781791 55: 0.60853875 56: −0.29050004 57: 0.63503903 58: −0.88025033 59: −0.39223021

60: 0.16995771 61: −0.68475896 62: 1.9526094 63: 0.32150131 64: −0.7642808 65: 0.71404803 66:

−0.55241185 67: −0.70457369 68: 0.39290434 69: −0.42997518 70: −0.34252283 71: 0.57953405 72:

−0.17546353 73: −0.32685208 74: −0.63259292 75: 0.83298308 76: 1.148315 77: −0.34813735

78: 0.91191739 79: −0.4794181 80: −0.29130724 81: 0.4239091 82: −0.27805558 83: −0.43199664 84:

−0.022172065 85: −0.487692 #

−0.0035207597532646157 1: −12.11614 2: 7.1385088 3: 3.1919744 4: −0.5384708 5: −2.1869912 6:

−3.1748075 7: −0.84486699 8: −0.32319507 9: 2.3280804 10: 0.71962136 11: −0.085431561 12:

−1.8759428 13: 0.50136417 14: −1.3576798 15: 1.9139546 16: −1.2165844 17: −1.3537034 18:

−1.0146867 19: 1.2403105 20: 0.67722082 21: 2.3335445 22: −1.3236587 23: −1.2116036 24: −2.895117

25: 0.93300378 26: −0.81829029 27: −0.27387846 28: −2.5765381 29: 0.15226839 30: −0.44577959

31: 1.6107903 32: 1.9374447 33: −0.68141097 34: 0.75793529 35: −2.0861123 36: −0.031873871 37:

−0.72435808 38: 0.17355822 39: 0.32460123 40: −0.60567987 41: −0.12146416 42: 0.77332103

43: 0.67675757 44: −2.4846942 45: −1.8086733 46: 1.400087 47: 0.81786352 48: 0.79804885 49:

−0.52081394 50: −0.68013966 51: −0.8645705 52: −0.36793041 53: −0.15984587 54: −0.82175982

55: 1.6989828 56: 0.76421434 57: 0.86074358 58: −0.97666752 59: 2.2772253 60: 0.41359618

61: 0.42457017 62: 0.046061017 63: 0.60289222 64: −1.0145038 65: 0.27962157 66: −0.71596462 67:

−1.4960284 68: 0.1988855 69: 0.31735668 70: 1.605931 71: 0.44322997 72: 0.86184591

73: 0.51222146 74: −0.038134608 75: −0.28676793 76: −0.42548701 77: −0.43623599 78: −0.066509075

79: 0.5596121 80: −1.1059752 81: −0.38695255 82: 0.15660313 83: −0.16217946 84: −0.055483129 85:

−0.24807593 #

−0.0035207597532646157 1: −3.074358 2: 1.3200911 3: −0.80671835 4: 2.0445714 5: −2.9063234 6:

−4.6124997 7: 2.0404482 8: 0.62350243 9: 0.60801113 10: −3.675019 11: 0.71826524 12: 3.6740007

13: 0.53053898 14: −0.1440471 15: 1.2151409 16: −1.9254417 17: −2.8270991 18: −1.5436376

19: 1.5189598 20: −0.13233209 21: 2.8288872 22: 1.7279948 23: 0.49313927 24: −3.4384861 25:

−4.041759 26: 0.0057617472 27: −0.86247671 28: 1.3864318 29: −0.5651021 30: 1.4912993

31: 0.70514905 32: 1.1217334 33: −0.45903251 34: −2.1538389 35: −0.71733856 36: −0.31227741 37:

−0.12458951 38: 0.4296701 39: −0.8281135 40: −0.099171795 41: 0.91281277 42: −0.073144831 43:

−0.50181496 44: −1.4281214 45: 0.94214213 46: −0.68833256 47: 0.73023897 48: 0.99343449 49:

−0.64603591 50: 0.37665179 51: 0.75236219 52: 0.20090242 53: 1.6063961 54: 0.31331399 55:

−0.53897274 56: 0.33906302 57: −0.20035845 58: 0.22891816 59: −0.98087275 60: −0.19053073 61:

−0.26519907 62: −2.0439668 63: −0.81633365 64: 0.26945484 65: −1.1713725 66: 0.32175192 67:

−0.39676601 68: −1.2761947 69: 0.95289999 70: −0.19126898 71: −0.52938193 72: 0.29760873 73:

−1.2102565 74: −0.0075565306 75: 0.19323081 76: −0.63605744 77: 1.0378774 78: −0.06476748 79:

−0.48405239 80: −0.37442154 81: −0.89993054 82: 0.4111765 83: −1.0060922 84: 0.53183049 85:

−0.45563287 #

−0.0035207597532646157 1: 2.682493 2: 11.122195 3: 4.206923 4: −1.4622859 5: 2.6953654 6:

−2.2655728 7: 4.8538051 8: 5.8362741 9: −1.2447271 10: −0.63010204 11: 1.3284103 12: 0.62615931

13: −0.30675834 14: −0.4801302 15: 2.4601552 16: 1.1991416 17: −1.1574873 18: 0.61701268

19: 2.2572458 20: 1.4125764 21: −0.94063079 22: 0.98931623 23: −1.2553878 24: −0.67660838 25:

−0.31599128 26: 0.47997627 27: −1.587342 28: −1.7354906 29: 1.3572588 30: −0.30153325

31: 0.60223311 32: 2.4844804 33: −2.4688098 34: 0.45046955 35: 1.0528731 36: −2.1922636 37:

−1.2375084 38: −1.4075315 39: 0.66435403 40: −2.1051486 41: −1.0544809 42: 0.77028394 43:

−0.89421213 44: −0.01773737 45: −0.47295702 46: 0.58288544 47: 0.2111946 48: 1.3527038 49:

−0.080127321 50: 0.48317146 51: −1.2236339 52: 0.5580551 53: 0.85040069 54: 1.4942495 55:

−1.0360185 56: −1.3499321 57: −0.0054569864 58: 0.81168169 59: 1.7660463 60: 0.27508137 61:

−0.51414585 62: 0.27423105 63: 0.44076794 64: 0.010816055 65: −0.47298872 66: 0.81987906 67:

−0.098804124 68: −0.46406594 69: 0.6341064 70: 0.31627035 71: −0.062214967 72: −1.4903973 73:

−0.42703351 74: −0.57125616 75: −0.035451923 76: 1.1853507 77: 0.60526383 78: −0.48796123

79: 0.97815019 80: −0.68207729 81: 0.25026202 82: 0.24979776 83: 0.016412685 84: 0.11594161

85: 0.0089153852 #

0.0035207597532646157 1: 0.59667957 2: −11.827269 3: 0.20600793 4: −4.1515388 5: 5.5969896 6:

−3.8011801 7: −0.29551542 8: −4.6395001 9: −3.4394548 10: 1.4789293 11: 0.37074792 12: −2.7612343

13: −0.040486466 14: −0.73112339 15: −1.3585581 16: 1.5774809 17: −3.180407 18: −0.29355109

19: 1.3384612 20: −5.0804014 21: 1.5053214 22: 0.73490274 23: −4.830143 24: 4.8124661

25: 0.44843206 26: −0.19545943 27: 0.24023308 28: 4.4027333 29: 5.2329941 30: 1.176523

31: 2.8222477 32: 4.0621142 33: 2.3800118 34: −3.0317044 35: 0.87739044 36: 0.41121566

37: 1.6855221 38: 0.55244011 39: −0.71052158 40: 2.5928686 41: −0.14377376 42: −0.34617746 43:

−2.0218463 44: −0.3130531 45: −0.98937351 46: −0.64656675 47: 0.95119798 48: 0.55703652

49: 0.57706296 50: −0.45926842 51: −0.98095632 52: −0.11625404 53: 0.18176861 54: 0.13455464

55: −0.21698648 56: 0.51767534 57: −0.47635695 58: −0.39904693 59: 0.61882967 60: 0.057070259

61: −0.24861169 62: 0.056957696 63: 0.81587791 64: −0.013675157 65: −1.0445228 66: −0.27801517

67: 0.12983292 68: 0.27910516 69: 0.29829064 70: 0.28584638 71: 0.63583302 72: −0.17568482

73: 0.13753381 74: −0.23729491 75: −0.43226141 76: −0.11776592 77: −0.90897405 78: 0.11062974

79: −0.21575411 80: −0.048541885 81: −0.3580533 82: −0.2560235 83: 0.26640245 84: 0.28587043 85:

−0.39213607 #

0.0031812890906329555 1: 9.6229353 2: −11.464231 3: 4.1598067 4: −3.3941331 5: 4.1509666

6: 1.546693 7: 4.3594489 8: 2.2675736 9: −7.5672388 10: 3.2643189 11: 7.6341481 12: −1.8415549

13: 2.2022524 14: −6.6046128 15: −1.4669977 16: −0.62688833 17: 0.30700147 18: 2.1391397 19:

−0.59542352 20: −0.46061856 21: −1.7516705 22: −1.7772889 23: −1.2461953 24: −3.7455966

25: 0.93802625 26: 1.9527825 27: 1.9288 28: −0.054740768 29: −0.64815861 30: −3.302285

31: 0.8848452 32: 0.34685737 33: −4.2761202 34: −1.4045439 35: −2.5042417 36: 2.0580082

37: 1.2458475 38: −2.4746141 39: 1.3653669 40: 0.27495795 41: −0.53184092 42: 0.294159 43:

−3.4988699 44: −0.36391535 45: 0.013886777 46: 0.11503884 47: −0.066243589 48: 0.51242113 49:

−1.2058492 50: −0.65748274 51: 0.010243749 52: −1.0761719 53: −0.025190989 54: −0.5794028 55:

−0.11958646 56: −0.076222733 57: −0.96427655 58: −0.40716705 59: −1.8620995 60: 0.48778456 61:

−0.11708479 62: 0.12640536 63: 0.16012475 64: −0.44476369 65: −0.38889754 66: −0.53000444

67: 0.27671438 68: 0.23756695 69: −1.3401867 70: 0.16650194 71: 0.61802739 72: −0.093269974 73:

−0.28750378 74: 0.44459164 75: 0.44572949 76: 0.39498365 77: 0.36121634 78: −0.29221752

79: 0.11955436 80: −0.26415828 81: −0.062166933 82: 0.01595111 83: −0.31023872 84: −0.49856728

85: −0.073556148 #

−0.00036511409167891862 1: −8.2891655 2: −0.42698517 3: 7.9929414 4: −21.96343 5: −2.5162337

6: −2.332407 7: −3.5282142 8: −10.863458 9: 2.4572353 10: −9.3228836 11: 1.7616936 12: −1.5003358

13: −5.9558101 14: −5.6671357 15: 1.9989141 16: 0.0007951344 17: 2.2202916 18: 1.6051667 19:

−0.46657437 20: −0.14883198 21: 0.32293826 22: 1.809746 23: 0.50881672 24: 0.20460126 25:

−0.99105644 26: 0.68109101 27: 0.21133116 28: −0.1266762 29: −0.35163447 30: −0.48319864 31:

−0.44588166 32: −0.81961346 33: 0.4458102 34: 0.25585374 35: 0.22169833 36: 0.50088394 37:

−0.18526353 38: −0.57342333 39: −0.4100264 40: −0.49656498 41: −0.048766967 42: −0.27916297 43:

−0.21427028 44: 0.23489569 45: −0.055255346 46: 0.14571071 47: −0.38773367 48: 0.24204808 49:

−0.025501506 50: 0.22812733 51: 0.016479289 52: 0.0047244946 53: −0.10513508 54: 0.0340891 55:

−0.11792875 56: 0.014585208 57: 0.10346211 58: 0.086079985 59: 0.13638112 60: −0.029077984 61:

−0.066002205 62: −0.0022148392 63: −0.051324606 64: 0.23397739 65: 0.030481266 66: 0.039421767

67: 0.14640144 68: 0.054071993 69: −0.018368751 70: −0.0066018607 71: 0.13411276

72: 0.026797809 73: −0.10997321 74: 0.010199982 75: 0.1154227 76: −0.065298446 77:

−0.0083012516 78: −0.037069004 79: 0.10039674 80: 0.071657665 81: 0.12727965 82: −0.11805948

83: 0.00066952186 84: −0.054706763 85: 0.091746822 #

0.0035207597532646157 1: 3.5839531 2: −5.883049 3: −4.1707263 4: 2.668844 5: −0.41040224 6:

−0.95485866 7: −0.55179292 8: −1.9773617 9: −0.17881806 10: −1.001881 11: 2.653228 12: 1.7653873

13: −0.3574464 14: 0.60210371 15: 0.91023183 16: 1.1576729 17: −0.5881654 18: 0.7762832

19: 1.5496694 20: −0.84777153 21: 0.53634214 22: −0.85376447 23: 0.56399333 24: 0.27470717

25: 0.43654314 26: −0.068430081 27: −0.01878595 28: −0.35401875 29: 0.97802097 30: 1.0260972

31: 0.090353049 32: −1.5823214 33: −0.66183901 34: −0.35473683 35: 0.31219536 36: 1.321782 37:

−0.10658298 38: 0.37130693 39: 0.95498109 40: −0.42194906 41: −0.38221079 42: 0.77177846 43:

−0.016424144 44: −1.3272197 45: 0.0035217868 46: −0.090253808 47: 0.04113742 48: 0.11804217

49: −1.9058766 50: 0.72675604 51: −1.0927874 52: −0.49189433 53: −0.69180405 54: −0.091230541

55: −0.85680449 56: −0.49585167 57: 0.26901877 58: 0.75938016 59: 0.84990495 60: −0.24252474

61: 0.37672266 62: 0.53485793 63: 0.43563795 64: 0.43031749 65: 0.64165699 66: 0.38401568

67: 0.11291075 68: 0.63343042 69: 0.41156557 70: 0.75446075 71: −0.38473544 72: 0.56635094 73:

−0.46696714 74: −0.70581251 75: 0.023400884 76: −0.41346964 77: −1.430331 78: −0.42817894

79: 0.2327694 80: 0.26672408 81: 0.20924288 82: 0.30024919 83: −0.29518965 84: 0.10202514

85: 0.72934097 #

0.0035207597532646157 1: 3.9010017 2: −5.5965748 3: −3.4673359 4: 3.8046615 5: −0.80037314 6:

−2.4926233 7: −0.65297276 8: −1.2992364 9: 0.5986374 10: −0.76736987 11: 1.0571005 12: 0.28337967

13: −1.2857354 14: −0.26973414 15: −1.2984749 16: 2.5997679 17: −0.13204159 18: 0.39124656 19:

−0.49126437 20: −1.188978 21: −0.021166831 22: 0.5348773 23: −0.33920935 24: 0.28458688

25: 0.99250501 26: 0.56726456 27: −0.045532424 28: 0.12138137 29: 1.0281024 30: −0.11518206 31:

−0.46092334 32: −0.71239334 33: −0.41137099 34: −0.0074320761 35: 0.15266328 36: 1.4160883 37:

−0.65966898 38: 0.60130179 39: 0.13380145 40: −0.32677779 41: −1.4254662 42: −0.070341729

43: 0.86671621 44: −0.063052483 45: −1.248728 46: 0.96862358 47: 0.67674959 48: −0.089700386

49: 0.34273475 50: −0.34479642 51: −0.032356691 52: 0.50782025 53: −0.45508158 54: 0.41873366

55: −1.5648514 56: −1.130119 57: 0.62267995 58: −1.7532282 59: 0.35311949 60: 0.10332357 61:

−0.52477038 62: −0.49120677 63: −0.78596723 64: −0.048472244 65: 0.14055537 66: −0.39380437 67:

−0.063648462 68: 0.15314686 69: 0.33958638 70: 0.32310656 71: −0.77177393 72: 0.29027194 73:

−0.35018161 74: −0.043229166 75: −0.34670517 76: 0.21358065 77: 0.00060069456 78: −0.3655521

79: 0.79942805 80: −0.76392227 81: 0.084121495 82: 0.54889029 83: 0.81910717 84: 0.56165129

85: 1.4063003 #

−0.0015279378434102139 1: 8.6169634 2: −14.909825 3: 4.5661917 4: −14.234359 5: −3.8803411

6: 8.3793383 7: 1.91558 8: 2.890739 9: 3.0715823 10: −3.6336942 11: 5.559761 12: −6.221118

13: 7.0444469 14: 11.942661 15: −3.5210028 16: 3.0451481 17: 0.8645637 18: 0.90090793

19: 3.8014674 20: 3.3772614 21: 4.4967599 22: 1.2317743 23: −4.7559361 24: −1.5627382 25:

−1.5317196 26: −1.1812898 27: 0.70844483 28: −3.8020139 29: 1.3617872 30: −1.9134895 31:

−1.6170208 32: −0.33920389 33: 2.4329834 34: 0.17155254 35: 0.18837711 36: −0.27561921 37:

−0.36969551 38: −1.4717805 39: 0.4519023 40: −0.55164379 41: 2.1655481 42: 0.56525373 43:

−0.60632938 44: 0.23338282 45: −0.43923751 46: −1.0631796 47: 0.89960551 48: −0.81924933

49: 0.16573533 50: −0.36088058 51: −0.17395359 52: 0.81688082 53: −0.45888543 54: 0.19650544

55: −0.069430716 56: −0.062226437 57: −0.5745849 58: −0.068097599 59: −0.12771016 60:

−0.053144429 61: −0.34997377 62: −0.18044128 63: 0.26831853 64: 0.17465159 65: 0.0027803043

66: −0.33679929 67: 0.26543939 68: −0.37960342 69: −0.26108712 70: −0.32440886 71: −0.050954357

72: 0.1843335 73: 0.054415613 74: −0.39490819 75: 0.12460218 76: −0.060419071 77: 0.20380537

78: 0.16639464 79: 0.25643727 80: 0.089747302 81: −0.075347483 82: 0.46585262 83: −0.1707512

84: 0.21907172 85: 0.048297625 #

−0.00025525531194609907 1: 12.672485 2: −7.516613 3: −4.2664714 4: 2.3894684 5: −1.9428385

6: 4.471509 7: 1.2204065 8: −1.250452 9: −0.63588476 10: −2.9151223 11: 1.88151 12: 0.55072552 13:

−0.24201356 14: 1.4921519 15: 4.6928411 16: −1.2068832 17: −1.4440265 18: 2.1307447 19:

−0.056857955 20: 0.72109979 21: 0.98974639 22: 0.18897299 23: 0.70602745 24: −1.4431446

25: 1.2278879 26: −0.92486399 27: −0.64960492 28: 0.42849684 29: 0.57922465 30: 0.13556732

31: 0.04900476 32: 0.78963053 33: −0.3302474 34: 1.5677528 35: −0.25550574 36: −0.019869922 37:

−0.33791691 38: −0.53458244 39: −0.43368188 40: 1.0035195 41: −0.61409533 42: −1.4128333

43: 1.3993968 44: −0.30553368 45: 0.3655259 46: 1.4206858 47: −0.82553267 48: 0.17962474 49:

−0.0064832438 50: −0.17397274 51: 0.60829043 52: 0.30540645 53: −0.36179671 54: 0.2895571

55: 1.2090135 56: −0.69002241 57: −0.37445688 58: −0.81388384 59: −0.9509446 60: −1.4237492

61: 0.69672018 62: −0.40041146 63: 0.13335143 64: −0.22215128 65: −0.31002694 66: 0.86585885

67: 0.90976191 68: 0.70821398 69: 0.20594257 70: 0.28823617 71: 0.41324094 72: 0.44531196 73:

−0.38454822 74: 0.423778 75: −0.34325457 76: −0.054807279 77: 0.64922255 78: −1.0403811 79:

−0.23182102 80: 0.87733185 81: −1.3414996 82: 0.059485011 83: 0.28990865 84: 0.58551192 85:

−0.070296429 #

−0.0035207597532646157 1: 2.8188708 2: −6.6911874 3: −1.9094163 4: 3.7313151 5: 2.2988858 6:

−4.5035233 7: 3.6753259 8: 1.7877527 9: −0.5697372 10: −3.8303387 11: 0.54380357 12: 0.98700315

13: −2.3476851 14: 0.22088082 15: −0.25059032 16: 1.7471974 17: 1.6776427 18: −0.41471028 19:

−0.1232703 20: −0.28474811 21: 0.86388719 22: −1.7560869 23: −0.21651681 24: 1.5879062

25: 2.5298426 26: 0.18274429 27: 0.93223476 28: −0.68994981 29: 0.58218873 30: −0.33872893

31: 0.060827699 32: −0.68644226 33: 0.32874823 34: 0.45281684 35: −0.79672253 36: −0.75384116

37: −1.4258924 38: 0.48256019 39: 0.79279554 40: 0.2963959 41: −0.28191131 42: −1.4866642

43: 0.39201823 44: −0.014203273 45: 0.7232601 46: −0.28205287 47: −0.18092456 48: −0.13885227

49: −1.136531 50: 0.62042958 51: −1.1368109 52: −1.3643904 53: −3.218905 54: 0.85185713

55: 1.6619301 56: −1.2445153 57: −0.015923033 58: 0.56667179 59: 0.14499521 60: 1.221099

61: 0.59760261 62: −1.1682231 63: −1.0689197 64: −0.12711421 65: −0.28777412 66: 0.16776499 67:

−0.4115392 68: −0.82982016 69: 0.2006533 70: −0.17664079 71: 0.083957829 72: −1.1858773

73: 0.47938693 74: −1.1153183 75: 0.059068814 76: −0.14203176 77: 0.28411403 78: 0.081551403

79: 0.12319593 80: 0.40994462 81: 0.43776467 82: 0.45384017 83: 0.15771131 84: −0.59814417 85:

−0.031907167 #

0.0032004405585445671 1: 2.6485436 2: −0.39832091 3: 3.7447002 4: −2.1478522 5: −5.6797609 6:

−5.3180451 7: 0.0458709 8: −0.33030915 9: 1.79348 10: −1.4856584 11: 1.9551603 12: 0.15802991

13: 2.1567461 14: 1.0581138 15: 0.24001168 16: 0.21704598 17: 0.36217123 18: −1.7393889 19:

−0.86479646 20: 0.28050035 21: −0.62279636 22: 0.46538505 23: −1.2491378 24: 0.49455559

25: 3.2503259 26: 2.6528273 27: −0.90466022 28: 2.0810993 29: −1.800808 30: −0.65186924

31: 1.1478062 32: −1.1883457 33: −1.9486394 34: −0.40922812 35: 1.3789246 36: 0.44635722 37:

−0.52121764 38: 0.59901804 39: 3.750737 40: 0.50481492 41: −1.0930679 42: −1.0418009

43: 2.3580823 44: 0.41928837 45: 0.43175229 46: −1.7687958 47: 1.5241576 48: 0.047912914 49:

−0.011029373 50: 1.999184 51: −1.5378287 52: 0.81118917 53: −0.59545577 54: −1.478533

55: 0.2204963 56: 0.21527496 57: −1.5467908 58: 0.040827062 59: 0.088919461 60: −1.1570362 61:

−1.1377196 62: −0.35034156 63: −0.27653784 64: −0.89409906 65: −0.82165486 66: −0.084878348

67: 0.71434367 68: −0.84567839 69: −0.036878616 70: 0.38060263 71: −0.40381098 72: −0.46761507

73: 1.3047739 74: −0.26679948 75: −0.76907367 76: −0.60177022 77: 0.047061063 78: 0.65042329

79: 0.55717415 80: 0.1702593 81: −0.30285549 82: 0.35264146 83: −0.40650514 84: 0.22974481 85:

−0.19868746 #

0.0020736580573559255 1: −1.3733028 2: 0.68064439 3: 7.460279 4: 5.9247279 5: −1.6578373

6: 0.2775822 7: −24.075966 8: 11.05617 9: −14.703788 10: −13.254814 11: −6.6166501 12: −4.9200807

13: 6.9956851 14: −2.1158919 15: 0.052510254 16: 1.4040208 17: 0.6028744 18: −0.2575106 19:

−1.8322359 20: 0.60171747 21: 0.94980544 22: −1.0066327 23: 0.71674079 24: 0.54565024

25: 0.33633724 26: −0.38488925 27: 0.34494358 28: 0.48877886 29: 1.5505414 30: 0.72180462 31:

−0.16976073 32: −0.75829542 33: −0.55314094 34: −0.41896018 35: −0.27545577 36: 0.19334559 37:

−0.76371801 38: 0.35365519 39: 0.11516842 40: −0.19414537 41: −0.19628513 42: 0.1318195 43:

−0.31227034 44: −0.14665678 45: 0.197209 46: 0.035161458 47: −0.55002463 48: −0.14159618

49: 0.21202643 50: −0.17859973 51: −0.023498023 52: −0.042595364 53: −0.074978627 54:

−0.056567062 55: 0.026178882 56: 0.2204465 57: 0.13098165 58: −0.08143688 59: −0.0015269634

60: 0.0031346004 61: 0.1256801 62: 0.042953506 63: 0.23303264 64: 0.017880833 65: 0.12163436

66: −0.4547798 67: 0.087979041 68: 0.21580996 69: −0.067932546 70: 0.31557688 71: −0.20528316

72: −0.084230073 73: −0.16125476 74: 0.060367841 75: −0.1926917 76: 0.43555477 77: 0.083085731

78: −0.28572324 79: 0.17345585 80: −0.11412895 81: −0.14141244 82: 0.31385398 83: −0.21436949

84: 0.056894932 85: 0.086059354 #

0.0035207597532646157 1: 0.59482116 2: 0.49655741 3: −0.84351039 4: 0.95068574 5: −4.0811591

6: −1.6533675 7: −4.1306829 8: −0.31580341 9: 1.3122809 10: 2.5053549 11: 1.1380405 12: 1.6289359

13: −0.9442184 14: 0.22938868 15: −1.1697842 16: −0.82826602 17: 0.10561418 18: 0.46374807

19: 0.66422725 20: 0.77281559 21: 1.1046627 22: −0.6667912 23: −1.117923 24: −0.25013828

25: 0.26400575 26: 1.502566 27: −0.40917194 28: 1.3861501 29: −0.38779527 30: 1.9878159 31:

−0.58013052 32: 1.4944628 33: −1.0788684 34: −0.68354863 35: −1.2108407 36: 0.73782116 37:

−0.37877095 38: 0.56748658 39: −0.71442455 40: 0.35037532 41: 0.92144632 42: −0.76375842

43: 0.26950735 44: −0.46418089 45: 1.2684388 46: −1.2894572 47: 0.38453567 48: 0.77755392 49:

−0.10420168 50: −1.4918073 51: −0.25433838 52: 1.6992041 53: 0.88712889 54: −0.22789903

55: 0.050006922 56: 0.15781982 57: 1.0430646 58: 1.4553399 59: 0.30592921 60: −0.82809275 61:

−0.5042758 62: 0.82383734 63: −0.17589451 64: 0.057196233 65: −0.19309768 66: −0.15504383

67: 0.9045462 68: 0.84916884 69: −0.75964236 70: −1.1753159 71: −0.14933059 72: −1.0553643 73:

−0.49198627 74: −0.11928473 75: −0.14321804 76: 0.39056829 77: 0.14312863 78: −0.16039832

79: 0.37343377 80: −0.10230464 81: 1.5838434 82: 0.73417324 83: −0.8083868 84: −0.4950597 85:

−0.06964846 #

0.0030221398364785441 1: 3.5110908 2: 5.6174746 3: 2.5606756 4: 2.5834703 5: −7.6688213 6:

−1.8434024 7: 0.36071539 8: −0.45174024 9: 2.6003997 10: 0.5911482 11: −0.69220406 12: −2.2800779

13: 1.8533925 14: −2.5804775 15: −1.1866112 16: −0.066687576 17: −1.5089196 18: −0.10368342 19:

−0.087623782 20: −1.4943944 21: −0.86205274 22: 0.7565676 23: −0.6693539 24: −0.71513188

25: 1.2250738 26: 0.0098061906 27: −0.40017042 28: −1.8319592 29: −0.0011238796 30: −1.8154995

31: 0.2129721 32: −0.13248554 33: 1.5796499 34: 0.19158417 35: 0.85793179 36: −0.3565852 37:

−1.0822763 38: 0.4891347 39: −0.13301478 40: 0.34163928 41: 0.06102673 42: −0.069330193 43:

−0.16624564 44: −0.48438731 45: 1.4786725 46: −1.8397158 47: 0.69001108 48: 0.91062814

49: 0.020527706 50: 0.13495424 51: −0.19287805 52: −0.74348158 53: −0.49106395 54: 0.66449344

55: 0.35523808 56: 0.55576336 57: −0.49555805 58: 1.5226892 59: −0.17116992 60: 0.67154306

61: 0.10370273 62: 0.33758521 63: −0.30460584 64: 0.49617913 65: −0.24739511 66: 0.73925906 67:

−0.47236478 68: 1.2099721 69: −0.032575484 70: −0.45242611 71: 0.057035528 72: −0.46597356 73:

−1.9234182 74: 0.66382247 75: −0.52942693 76: −0.1035816 77: 0.54878628 78: −1.7526437 79:

−0.62102193 80: 0.47183159 81: 0.064084068 82: −0.35465324 83: −0.56368434 84: 0.20363657

85: 0.86101019 #

0.0035207597532646157 1: −1.2529821 2: 1.393857 3: −0.40100932 4: 0.80536771 5: −1.3698692 6:

−4.2985444 7: −1.2300457 8: −1.6063071 9: 1.3245063 10: 2.534188 11: 0.30171067 12: −0.74766284

13: 3.4337008 14: 0.50606573 15: 4.3205433 16: 0.94489902 17: −1.1800903 18: 0.30085227

19: 2.3550503 20: 0.028076174 21: 0.092185527 22: −0.054449778 23: 1.274248 24: 0.50065464 25:

−1.1810657 26: 1.0509241 27: −0.37393656 28: 1.4507658 29: −1.8970845 30: 1.2786201

31: 0.26944366 32: −0.44957161 33: 0.55799627 34: 0.42565152 35: −0.50317258 36: 1.2242279 37:

−0.90718025 38: −0.22057383 39: 0.89371914 40: −0.96436113 41: 0.072177835 42: 0.12445948 43:

−1.6282943 44: 0.078577504 45: −0.27634692 46: −0.035018735 47: −0.74332857 48: 0.69187576 49:

−0.74214166 50: 0.72583973 51: −0.18807527 52: 0.55824578 53: −0.5105381 54: 0.34671339

55: 0.23379517 56: −0.01904987 57: 0.84335953 58: 0.42913693 59: −1.2054484 60: −0.043084856

61: 0.37992552 62: 0.095283762 63: 0.82956094 64: 0.10494255 65: −0.31794438 66: −0.87085748

67: −2.1185856 68: 0.28819486 69: −0.10490542 70: 0.77444106 71: 0.21397087 72: 0.04484868 73:

−0.1544427 74: −0.72419685 75: 0.13790646 76: 0.015397458 77: −0.66600096 78: 1.1760044

79: 0.48632273 80: 1.5986381 81: 1.1003675 82: 0.19111913 83: −0.58480859 84: −0.2775254

85: 0.275657 #

−0.0035207597532646157 1: −0.60706848 2: −0.56179869 3: −2.8295784 4: 2.1079314 5: −2.16576 6:

−1.5902358 7: −3.8995321 8: −1.391099 9: 1.3323318 10: 2.3022547 11: −0.15200429 12: −1.7236745

13: −0.28189707 14: 0.092928797 15: 0.5678165 16: 0.16910324 17: −1.7369378 18: 1.1536523

19: 0.4399763 20: 0.94320494 21: −1.0564628 22: −0.40919417 23: −2.1857901 24: 0.065937854

25: 0.19628744 26: 1.2588513 27: 1.2625566 28: 0.59739804 29: −1.7135398 30: 0.37543643 31:

−1.0696378 32: 1.652465 33: −0.32052153 34: 0.4178119 35: 0.82741022 36: 0.23162919

37: 1.2215804 38: 0.47287229 39: 0.669622 40: −0.10720342 41: −0.34346694 42: −0.44582871 43:

−0.1102373 44: 0.1677283 45: −1.2041866 46: −0.97990817 47: −2.2895584 48: −0.11250075 49:

−0.8322044 50: −0.024652796 51: −1.3362759 52: −0.14697382 53: −0.081530415 54: 0.65578473

55: 0.84578443 56: 0.124378 57: −0.048972573 58: 0.0070974482 59: 0.73587078 60: −0.97483116

61: 0.19108705 62: −0.75764817 63: 0.017253783 64: 0.37827864 65: −0.21863103 66: −0.42593646

67: −0.52796865 68: 0.62855148 69: 0.14516357 70: 0.16399099 71: −0.28082269 72: −0.035006855

73: 0.21659459 74: 1.3164793 75: −0.17866343 76: 0.24791805 77: 0.62605935 78: 0.45940989

79: 0.69573057 80: 0.71832937 81: −0.42727691 82: −0.32615939 83: −0.28442365 84: −1.3224995 85:

−0.47572079 #

−0.0035207597532646157 1: −6.5375977 2: 2.1123948 3: 1.1355326 4: −2.3440728 5: −0.40250897 6:

−5.1222434 7: 2.0590734 8: 0.87406713 9: −0.42407495 10: 1.3824636 11: −0.80428976 12: −1.7772833

13: 6.3438635 14: 2.1855338 15: 2.9639337 16: 0.69173807 17: −0.41536355 18: −1.5802912

19: 1.2215521 20: 2.8985655 21: −0.068783447 22: 3.3010855 23: 0.2179627 24: 4.0880098

25: 0.94239813 26: 4.1142564 27: 2.5587342 28: 3.4989934 29: −1.4943497 30: −1.0253848

31: 1.2891228 32: 0.19311364 33: −1.4917337 34: −0.40490827 35: 1.2551166 36: 1.0866218

37: 2.749121 38: −0.95984066 39: −1.5400003 40: −1.4382766 41: 1.1438725 42: 1.8228887

43: 0.45887417 44: 1.3158252 45: 1.8924459 46: 1.5149728 47: 0.47897026 48: −1.0465672

49: 0.049777627 50: 1.819648 51: 0.14531961 52: −0.031018037 53: 0.33217061 54: 1.054731

55: 0.38953736 56: −0.84029639 57: 0.49298248 58: −0.39699548 59: −0.70166439 60: −0.95547146

61: 0.74615616 62: −1.2175609 63: −0.09551914 64: −0.040590521 65: 1.4343472 66: 0.17118558

67: 0.16519417 68: 0.11700103 69: 0.058235288 70: −0.86078101 71: −0.27289188 72: 0.58181089

73: −0.85354793 74: 0.15490662 75: −0.460251 76: −0.82907426 77: 0.016911654 78: −0.27042994

79: 0.7150737 80: −0.3998346 81: 0.17056635 82: −0.16897039 83: −0.21618274 84: 0.026753411

85: 0.079761699 #

−0.0035207597532646157 1: −1.3632743 2: −1.9445323 3: 0.65233999 4: −0.58333957 5: −2.1690819

6: −1.557755 7: −3.9043965 8: −0.30472508 9: 0.2361026 10: 0.85410559 11: 3.0135179 12: 0.60649604

13: −1.2247649 14: 0.6844058 15: 0.44654614 16: −1.1434579 17: 0.58581215 18: −0.4943729

19: 2.888381 20: −1.4632667 21: 0.035331994 22: 0.34741896 23: −1.0578666 24: −1.6146865

25: 1.7983127 26: 0.18128556 27: −1.9081653 28: 2.5913491 29: −2.3153069 30: 0.58279341 31:

−1.00468 32: 1.4105986 33: 0.32527116 34: 1.7262596 35: −0.7636652 36: −0.6239388 37: −1.2229923

38: 0.92973059 39: 1.2896794 40: −0.54387486 41: 1.815182 42: 1.2686126 43: 0.026493588

44: 0.13799661 45: 0.038556926 46: 1.6906935 47: 1.5857954 48: −0.63974899 49: −0.19294812

50: 0.36613348 51: 2.5498624 52: −0.62005687 53: 0.41496003 54: 0.48494276 55: 0.018885197 56:

−0.24577679 57: −0.0083116852 58: −0.62871617 59: 0.81586206 60: 0.94185793 61: −1.1134834

62: 1.7222621 63: 0.96535265 64: −1.1845593 65: 1.0662568 66: 0.74076414 67: 1.2916409 68:

−0.3489947 69: −1.1012481 70: −0.31059921 71: 0.12768701 72: −0.8858223 73: 0.7715655

74: 0.89574414 75: −0.61715019 76: 0.54230756 77: −1.045996 78: 0.67768413 79: −0.73282576

80: 0.23836881 81: 0.13851836 82: −0.30754682 83: 0.015328793 84: −0.28529775 85: −0.51043022 #

0.0035207597532646157 1: 3.6875272 2: 3.0250661 3: 0.29052538 4: 1.6621389 5: −1.077208 6:

−1.4265242 7: 5.6980257 8: 2.4122481 9: −0.23186241 10: −3.5392511 11: −0.22240373 12: 0.3499389

13: −0.74368799 14: −0.38710013 15: −2.0126009 16: −1.6567438 17: 0.18400183 18: 2.4745722

19: 0.029114984 20: −0.20238526 21: 0.36805978 22: 1.5960912 23: 0.6498906 24: −1.1362889 25:

−0.62198257 26: 0.18703945 27: 1.2769275 28: −0.82102513 29: 1.5383286 30: 1.641359 31:

−0.11083211 32: −0.73535907 33: 0.12018158 34: −1.9625522 35: −0.033817839 36: −0.69495207

37: 0.84588385 38: −0.34971488 39: 0.27114922 40: 1.1997342 41: −1.5652107 42: −0.71289748 43:

−0.47851917 44: 0.85789436 45: −0.94423765 46: 0.032212444 47: 0.23876941 48: −2.2591531

49: 0.65750432 50: 1.5780753 51: 1.9137375 52: 0.07368347 53: 0.069766484 54: −0.38831636

55: 1.0103614 56: 0.64284617 57: 0.26976886 58: −0.3094748 59: 1.0858464 60: −0.38908195 61:

−1.7455355 62: 0.42903882 63: −0.42164421 64: −1.0976751 65: 0.47146344 66: −1.7880417 67:

−1.6078222 68: −0.31294608 69: −0.4832885 70: −0.69922173 71: −1.3377334 72: −0.26947746

73: 0.7479955 74: 0.045744106 75: 0.10229278 76: 0.30118969 77: 0.6811837 78: −0.45769265

79: 0.27169511 80: 0.44472837 81: −0.29408213 82: −1.1094222 83: 0.3666563 84: −0.045561716

85: 0.18670417 #

0.0035207597532646157 1: 10.933654 2: 6.4248862 3: 3.2384374 4: 0.14409828 5: 2.0443769 6:

−0.96650457 7: −2.7591114 8: 3.8425102 9: 1.286938 10: −2.7674775 11: 4.7782588 12: 2.5789647

13: 0.5836091 14: 0.25201192 15: 2.1731467 16: −1.2429184 17: −2.0514996 18: −0.21137145

19: 3.2398725 20: −0.54532427 21: −0.87394041 22: −1.0946345 23: 0.33414531 24: −0.46712443

25: 0.761127 26: 0.69790411 27: −0.95681322 28: −1.1794156 29: −0.8807224 30: −1.3876348

31: 0.28623164 32: 0.90492404 33: 0.48581135 34: 0.92738605 35: 0.39698663 36: 0.48640934

37: 0.40271929 38: 0.89204979 39: −1.2035446 40: 1.3811755 41: −1.0077406 42: 0.095975496

43: 0.081236303 44: −0.27388161 45: 0.43766725 46: −1.2321532 47: 0.5831117 48: 0.12279975 49:

−0.31562462 50: 1.7708108 51: −0.088413909 52: −1.2922177 53: −0.42708319 54: 1.741316 55:

−0.46906748 56: −0.091270804 57: 0.66427916 58: 0.14182013 59: −0.056508265 60: −1.7402322

61: 0.27224803 62: 1.1451247 63: −0.65408528 64: −1.0457289 65: −0.051288955 66: −0.80570686

67: 1.0002974 68: 0.42793864 69: 0.51741147 70: 0.47157639 71: 0.59070158 72: −0.16071473 73:

−0.089933135 74: −0.33037904 75: 1.2456383 76: −0.6323474 77: 0.48095614 78: 1.2343533

79: 0.13654871 80: −0.73044246 81: −0.41132534 82: −0.18622157 83: 0.49650639 84: −0.74608111

85: 0.91862726 #

0.0035207597532646157 1: −0.40706003 2: −7.1397123 3: 2.6859665 4: −7.0096903 5: 3.0317152 6:

−4.3316078 7: 1.4683849 8: −2.7222147 9: −2.3974659 10: 1.5284376 11: −2.2683592 12: −1.688279 13:

−0.69580024 14: −0.165719 15: −0.095550545 16: −0.76551509 17: −3.3442504 18: 0.72300565

19: 3.3406658 20: 0.19809642 21: −1.6887234 22: −2.3278005 23: −1.3378291 24: 3.505214 25:

−1.6693422 26: −3.1288674 27: 2.3521557 28: 0.59533548 29: −1.276844 30: −0.11495301

31: 4.1659765 32: −1.3004161 33: −5.8988891 34: 2.8472443 35: −0.29545334 36: −4.1669316 37:

−2.3669634 38: 2.4650891 39: 0.46121722 40: 1.6261921 41: 2.2180104 42: 1.5175546 43:

−0.25555608 44: 0.84000587 45: −0.069663025 46: −1.3411472 47: −0.33703804 48: −1.6543316

49: 0.025696442 50: −0.70928001 51: 1.2521927 52: 0.80985659 53: −0.25006622 54: 0.75404704 55:

−0.097098581 56: 1.020278 57: 0.80506575 58: 0.20001346 59: 0.030074423 60: −0.25281274 61:

−0.50338525 62: −0.038949292 63: −0.12667872 64: −0.23509546 65: −0.10394531 66: −0.68150729

67: 0.32079381 68: −0.017649971 69: 1.0972716 70: −0.062842958 71: 0.067879252 72: 0.62627828

73: −0.29855132 74: −0.07247974 75: 0.33787322 76: 0.40759748 77: 0.69339627 78: −0.27269831

79: −0.29921198 80: 0.3968524 81: −0.082895368 82: −0.020286532 83: 0.31697649 84: 0.13875051

85: 0.32336545 #

−0.0035207597532646157 1: 5.5017767 2: 0.76866108 3: 3.5021136 4: −3.4441924 5: −1.7227199 6:

−2.3480663 7: 5.2186608 8: 2.0708718 9: 1.1557996 10: −2.8974543 11: −1.7903497 12: −1.0666572

13: 1.2271978 14: 1.5467659 15: −3.7293766 16: 2.8392794 17: 1.2993569 18: 2.5210259 19:

−1.9889575 20: 1.5789289 21: −2.0791085 22: −0.16521527 23: 1.1609622 24: −2.1516325

25: 0.2511712 26: 0.19739714 27: 4.1415296 28: 0.97708219 29: −3.1115251 30: 6.4011049 31:

−3.1671309 32: −1.5625285 33: −1.1289238 34: −0.8072629 35: −0.06092153 36: −0.66443217

37: 2.3702629 38: −0.16842309 39: −0.4935627 40: 2.0837352 41: 0.80638069 42: 1.5681704

43: 1.1968515 44: −0.87553591 45: −2.2585204 46: −0.74682492 47: 1.2382894 48: 1.0413882 49:

−1.0842441 50: −0.2513561 51: −0.91843736 52: −1.3671836 53: −1.1596954 54: 0.26116666 55:

−0.84180433 56: 0.26325849 57: 0.46045518 58: −0.35954237 59: 0.095890306 60: −0.93630034

61: 0.89843744 62: 0.52230662 63: 0.49175408 64: 0.74472219 65: −1.0776283 66: −0.29318652

67: 0.27382204 68: 0.06797459 69: 0.38458759 70: −0.14918885 71: −0.084517807 72: −0.55330855

73: −0.27780494 74: 1.0952821 75: −0.2640903 76: −0.080420539 77: −0.56950516 78: −0.014582542

79: −0.98771346 80: −0.4344278 81: −0.19744191 82: 0.34438324 83: 0.67537814 84: 0.053237647

85: 0.015955647 #

−0.0017544086143438482 1: −7.5607929 2: 4.9967093 3: −1.264623 4: 1.5839788 5: −3.1135581 6:

−1.7120829 7: 4.2883148 8: 0.10269687 9: −1.0577402 10: −0.98678935 11: −3.2682719 12: −2.218318

13: 0.040950354 14: −1.4008325 15: −0.96606475 16: −0.28105533 17: −0.47668806 18: 1.2778534

19: 1.9604092 20: 1.4759794 21: 2.3012459 22: 1.6083701 23: −1.4667403 24: 0.63299334

25: 0.97550392 26: −0.54523748 27: 0.59301919 28: 3.1892025 29: 0.069494046 30: −0.062061142

31: −0.66459078 32: −0.29568297 33: 0.53681523 34: 2.0728886 35: 0.60553735 36: 0.82829171

37: 0.86545765 38: 0.52002668 39: 0.55903029 40: −0.33308479 41: −0.73884112 42: 0.15741917 43:

−0.38348535 44: −0.33616903 45: −0.20357849 46: 2.0278337 47: 1.0588315 48: 0.61091554 49:

−0.81337583 50: −1.5761976 51: 0.23632507 52: 0.94802552 53: −0.5830254 54: −1.6032152

55: 1.3840418 56: −0.51162708 57: −0.20480803 58: 0.83730423 59: 0.51563877 60: 0.61808813

61: 0.56924182 62: −0.77530587 63: −0.0090414956 64: −0.033454075 65: −0.19037022

66: 0.034517366 67: 0.45609969 68: 0.10079073 69: 0.51457125 70: −1.0463495 71: −1.2487614

72: 0.78104967 73: −0.20238008 74: −0.31103361 75: −0.12727672 76: 2.1968956 77: 0.97095293

78: 1.0261937 79: −0.40294078 80: −0.44990107 81: 0.3605907 82: 0.83272147 83: −0.57420367

84: 0.34378755 85: 0.20394959 #

−0.00029241901246946484 1: 5.7605891 2: 9.8290195 3: 1.8789825 4: −1.1318272 5: 7.9504757

6: 0.34706745 7: −3.3513935 8: 1.2476839 9: 3.0434899 10: −0.36745211 11: 3.7199888 12: 1.8109978

13: −2.7700968 14: 0.89088112 15: −6.2266636 16: −0.63499314 17: −0.95308942 18: −3.2592905 19:

−0.27639693 20: 1.4911562 21: −0.95498282 22: −2.6575968 23: −0.99992591 24: −0.11102299 25:

−1.6752316 26: −0.4156343 27: 0.33910745 28: 1.8173996 29: 0.76929176 30: 1.4767234

31: 0.56392443 32: −1.1427271 33: 0.47812706 34: 2.2496631 35: 2.182483 36: 1.8318955 37:

−2.9768569 38: −3.1288815 39: 0.5895263 40: 4.7589025 41: −0.59536803 42: −0.80722958 43:

−0.34699696 44: −0.9802708 45: 1.6393638 46: 1.0442442 47: 0.32212991 48: 0.25918323 49:

−1.7139337 50: −0.17995603 51: 0.19763853 52: 1.0865116 53: 0.86287361 54: 0.60442656

55: 0.86261737 56: −1.1502584 57: 0.92417842 58: −0.64244395 59: 0.17892943 60: −0.91824561 61:

−0.24928856 62: −0.034462687 63: 0.70051718 64: 1.00837 65: 1.2452569 66: 0.16973068

67: 0.041958362 68: −0.59003532 69: −0.53037918 70: 0.89056855 71: 0.3251256 72: 0.051477909

73: −0.44470191 74: 0.57884252 75: 0.85947841 76: −0.1458649 77: −0.23340164 78: −0.17262885

79: 0.57736421 80: 0.061778106 81: −0.018538158 82: −0.14533332 83: −0.82432085 84: 0.49507469

85: −0.14818789 #

−0.002838187186173749 1: 16.392971 2: −4.7027459 3: −2.2550261 4: −0.21748754 5: −4.5716577

6: 5.9160895 7: 5.429513 8: 2.0746083 9: −4.2725348 10: −4.7335415 11: 1.0379436 12: 5.0396523 13:

−2.4807262 14: 2.5711129 15: 2.5762944 16: −6.0362124 17: 1.442536 18: 2.5452075 19: −0.87619179

20: 1.0887364 21: 1.1883737 22: 0.69489425 23: 0.91156578 24: 0.8202377 25: 1.1617807

26: 1.6182382 27: 0.34300202 28: 0.76539904 29: 0.33116844 30: 0.065732196 31: 1.1510335

32: 0.55732244 33: 0.99700636 34: 0.67217964 35: −0.66296524 36: −0.86372066 37: 0.43462038

38: 0.064805917 39: −0.10519884 40: 0.84757334 41: 0.067920893 42: −0.18248896 43: 0.15334356

44: 1.7386529 45: 0.34560779 46: 0.12476955 47: −2.1366498 48: 0.058745317 49: −0.30172783 50:

−0.74402666 51: 053211993 52: −0.92503977 53: 0.84559625 54: 1.4197814 55: 1.0785793

56: 0.53916639 57: −0.68887943 58: −0.093460314 59: 0.80369282 60: −0.7160964 61: −0.90808797

62: 0.46412528 63: 0.87957537 64: 0.59649271 65: 1.0608096 66: 0.46454391 67: −0.64940065

68: 0.99365824 69: −0.32061386 70: 0.6111899 71: 0.16018821 72: 0.077451304 73: 0.23101214 74:

−0.24294817 75: −1.5528877 76: −0.097729526 77: 0.55013484 78: 0.22187085 79: 0.2558637 80:

−0.37704936 81: 0.046806384 82: 1.2514741 83: 0.042035438 84: −0.016180828 85: 0.28515542 #

0.0035207597532646157 1: −1.513376 2: −1.8505038 3: −3.1226563 4: 3.4844956 5: −1.8776969 6:

−1.47199 7: 0.80681765 8: −0.75451481 9: −0.47854143 10: 0.9895125 11: −0.8022784 12: −1.1363293

13: −0.39838672 14: −0.53547555 15: −1.0331632 16: −0.12748334 17: 1.5773466 18: −0.048117671

19: 0.64761943 20: −1.1173811 21: 0.22006649 22: 0.42375195 23: 0.70772225 24: 0.90536618

25: 0.068708986 26: 1.2127565 27: 0.79518342 28: 1.7149159 29: −1.3412409 30: 0.84027767 31:

−1.9769535 32: −1.1390235 33: −0.19975612 34: −0.14863788 35: −0.99266446 36: 0.42730525 37:

−1.4593364 38: −0.050251674 39: −0.92185473 40: −0.37061065 41: 0.61643738 42: 0.16165736 43:

−0.59203166 44: 1.5533814 45: 0.28165334 46: 1.1489488 47: 0.023842113 48: 0.53270268

49: 0.22172646 50: 0.37802032 51: −0.37980214 52: 0.74919069 53: 0.75821257 54: 1.0981214 55:

−0.73057991 56: −1.1890702 57: 1.5371476 58: 0.77694148 59: 0.55919814 60: 1.1852288 61:

−0.25287256 62: −0.53572887 63: 0.99268645 64: −0.54913682 65: −0.5330345 66: −1.5217758

67: 0.36674589 68: −0.14583459 69: −0.96768582 70: −0.087492332 71: 0.77057946 72: 0.61932683

73: 0.68469149 74: −1.3130057 75: 1.0343505 76: 0.12145463 77: 0.82462418 78: −0.74196804

79: 0.12187001 80: −0.20082386 81: −0.52221185 82: −0.088906214 83: 0.80470431 84: 0.32073456

85: 0.30284989 #

0.0035207597532646157 1: −2.9766047 2: 2.3910513 3: −0.0033213915 4: −0.17175539 5: −6.0470386

6: −1.3497559 7: −0.36723912 8: 0.20253371 9: −0.012134829 10: 1.6765274 11: 1.0212137

12: 1.540747 13: −0.44459653 14: 2.285203 15: −2.1024718 16: −2.3299692 17: −0.22237271 18:

−1.540495 19: −1.7433741 20: −0.86427718 21: 3.2597923 22: −0.9036212 23: −0.33261031

24: 0.08034569 25: 0.31062645 26: 0.62380868 27: 0.30884013 28: 0.93615496 29: −0.55678594

30: 0.83648986 31: 2.2175543 32: −3.9626403 33: 0.67159081 34: −0.12033869 35: 0.051533122

36: 1.9251186 37: −0.50044167 38: 0.91387403 39: 1.315704 40: 0.64285749 41: −0.69283903

42: 1.6269565 43: 0.97460204 44: 0.094993889 45: −1.448289 46: 0.48921242 47: −0.24176522

48: 1.2643825 49: 1.7443092 50: −0.70274568 51: 0.24876195 52: 0.43642703 53: −0.60853028

54: 0.059798267 55: 0.13331567 56: 0.8999694 57: −0.95040554 58: 1.6903936 59: −0.78197664 60:

−0.024035554 61: 0.50674534 62: −0.80088967 63: 0.19888808 64: −0.327461 65: −0.15733092 66:

−0.25754383 67: 0.87108743 68: 0.32690728 69: −1.6650847 70: 0.39882895 71: −0.14998643

72: 0.15765926 73: 0.068408899 74: −0.43477553 75: 0.37428498 76: 0.203853 77: −0.098876506

78: 0.77563006 79: −0.14145415 80: 0.13966918 81: −0.21151921 82: −1.1710844 83: 0.31694144

84: 0.29759014 85: 0.23627378 #

0.0035207597532646157 1: 1.4998577 2: −0.833125 3: 0.15874894 4: −0.16305982 5: −6.3999782 6:

−3.0114808 7: −2.3441393 8: −0.62991965 9: 0.48263061 10: 1.2088264 11: 2.9173965 12: 0.93438792

13: −1.1417776 14: 0.47276586 15: 1.2369784 16: −0.55091071 17: −0.66656023 18: −2.6298883 19:

−2.2242267 20: −0.40263057 21: 0.19578533 22: −0.36221969 23: −1.7459612 24: −1.1249856 25:

−0.96496415 26: 0.97178137 27: −0.89674354 28: 0.18115836 29: −0.2664201 30: −0.84420794

31: 0.99844122 32: 0.3935703 33: −0.92425972 34: 0.84827334 35: 0.18696381 36: −0.61741596 37:

−0.27812341 38: 0.82220787 39: 1.5204298 40: −0.024465038 41: −1.4631784 42: 1.8447262 43:

−0.38213187 44: 0.12529095 45: −1.3761704 46: −0.041299947 47: −0.019116471 48: −1.0498253

49: 0.63776499 50: 0.88740844 51: 1.2011482 52: 0.41635996 53: 0.10563747 54: −0.58376336

55: 0.27111086 56: −0.8262558 57: 1.1927794 58: −0.5591445 59: −0.032716781 60: 0.93659627

61: 1.1629854 62: −0.14906347 63: 0.06745334 64: 2.1141806 65: 0.062371463 66: 0.2405418

67: 0.31143147 68: 0.5432331 69: −0.45986184 70: −1.0745176 71: 0.55840057 72: −0.72463292

73: 0.062870719 74: −0.83106136 75: −1.02478 76: −1.2473516 77: 0.050191764 78: −0.74776781

79: 0.46886358 80: −0.20920451 81: −0.3985875 82: 0.2346088 83: −0.31092039 84: −0.41067883 85:

−0.38236198 #

−0.0035207597532646157 1: 1.8426523 2: −1.0022681 3: −1.8142201 4: 4.7052956 5: −3.3947911 6:

−3.9205186 7: 2.2534845 8: −0.65490913 9: 0.93505371 10: −1.3716303 11: −2.4469345 12: −1.6224073

13: −0.52282864 14: −2.9351051 15: −0.0068617496 16: 0.46865952 17: −1.560643 18: −0.21292216

19: 2.1473019 20: −0.67687339 21: −0.28722957 22: 0.56001335 23: −0.094829082 24: −1.3970063

25: 0.98717302 26: −0.4236204 27: −0.92757404 28: 0.3730565 29: 1.0406255 30: −0.88888693 31:

−1.4504825 32: −0.6683532 33: −0.33247265 34: −0.033092454 35: 0.26896572 36: 1.5959476

37: 0.010037191 38: −0.81271714 39: 0.0030672953 40: 0.50752759 41: −0.4395774 42: 0.31354156

43: 1.1316957 44: 1.0628705 45: 0.81664729 46: −0.44994509 47: 1.8356267 48: −0.94820237

49: 1.1194025 50: −0.49359241 51: −0.27994666 52: 1.309444 53: 0.021853868 54: 0.30842969 55:

−0.78456146 56: 0.28993934 57: 0.94030941 58: −0.034615789 59: −0.35700414 60: 0.35395202

61: 0.061831497 62: −0.74912906 63: 0.12902097 64: −0.34087849 65: 0.35399655 66: −0.27148318

67: −0.64102411 68: −0.23167168 69: −0.33912688 70: 0.031118577 71: 0.612023 72: −0.31107095 73:

−0.78582859 74: 1.0256356 75: −0.19048233 76: −0.4532049 77: 0.2822164 78: −0.194115 79:

−0.24197151 80: 0.38782927 81: −0.33452025 82: 0.41326469 83: 1.3208663 84: 0.19393028

85: 0.45549294 #

−0.0035207597532646157 1: −9.4932261 2: −2.4200175 3: −0.99547184 4: 3.386457 5: −0.25609118

6: −2.623518 7: −2.4135804 8: −0.39986932 9: 2.1378477 10: 1.8484613 11: 0.7939347 12: −1.8100283

13: 0.086847119 14: −1.0847259 15: 0.014694811 16: −0.061961468 17: 1.11698 18: 0.37644273

19: 0.43925872 20: 1.019256 21: −0.034235802 22: −1.0565522 23: 0.18581668 24: −1.7383976

25: 2.1731598 26: 0.71717995 27: 1.3705052 28: 0.42550248 29: −0.29724944 30: −1.2346706 31:

−0.56772882 32: 0.35246193 33: −0.03986638 34: −0.38854089 35: −0.65117943 36: −1.2889299 37:

−0.93312246 38: 0.5973838 39: 0.4066982 40: −1.2644749 41: 0.99629927 42: −0.57985032 43:

−0.63576305 44: −1.8356446 45: −1.0743715 46: −0.14329678 47: −0.8826586 48: −0.37040722 49:

−0.6788758 50: −0.45492631 51: −0.89243484 52: −0.057133693 53: 0.31184465 54: 0.084423982 55:

−0.56936181 56: −0.10785694 57: −1.0227678 58: −1.2069671 59: −0.4624708 60: −0.46327126 61:

−0.94274431 62: 0.62106037 63: −0.7299782 64: 0.32808968 65: 0.70177394 66: 0.07611876

67: 0.44077566 68: 1.2233313 69: −0.31044862 70: −0.9895606 71: 0.20284437 72: 0.54383928 73:

−1.5249349 74: −0.45136279 75: 0.15737078 76: −1.0366597 77: 0.69401526 78: 1.8774619 79:

−1.3141834 80: −0.35478765 81: 0.68788713 82: 0.34662926 83: 0.46135426 84: 0.89465719 85:

−0.21682085 #

−0.0035207597532646157 1: −5.7653995 2: −7.7065129 3: −1.7101065 4: 2.9592018 5: 0.76229161 6:

−3.6607392 7: −1.3269446 8: 0.56657773 9: 1.139729 10: 0.17632462 11: 2.1677668 12: 1.3118943 13:

−0.52651542 14: −0.3446798 15: −1.5242846 16: 0.45261335 17: 1.8554153 18: −2.0332828

19: 1.0373086 20: −0.59927064 21: 1.2456559 22: −0.52233613 23: 0.24843232 24: −0.57826668

25: 0.20601466 26: 1.0337256 27: 1.3346144 28: 1.0033516 29: −0.14132218 30: −0.44747621 31:

−2.1312487 32: 1.0729326 33: 0.63819945 34: −1.0156969 35: −0.12516639 36: −1.7160656 37:

−0.74329221 38: −0.031156909 39: −0.38357505 40: 0.23199198 41: −0.6455729 42: −0.53660375

43: 1.8243196 44: −0.228793 45: −1.1999203 46: 0.15424994 47: −2.392344 48: −0.84571058

49: 0.38441601 50: −1.4214644 51: −0.23135762 52: 0.99908489 53: 0.30190232 54: 1.2513613

55: 0.15170304 56: 1.1843537 57: −1.0560424 58: −0.0013475108 59: −0.63009286 60: 0.33963561

61: 0.38146102 62: 0.10609791 63: −1.1965718 64: 1.3627383 65: 1.5931025 66: −2.627198

67: 0.10647382 68: −1.9954445 69: 0.65885431 70: 1.384408 71: 0.94649565 72: 0.17098832 73:

−0.62934065 74: −1.0389315 75: −0.28657356 76: −0.1330131 77: 0.39319348 78: −0.030887162

79: 0.11736631 80: −0.45598289 81: 0.36185947 82: −0.79248106 83: −0.34403181 84: −0.20294397

85: −0.21804844 #

0.0035207597532646157 1: 5.4943523 2: 3.8203344 3: 3.2906234 4: 0.16825591 5: −4.9035769 6:

−0.52033991 7: 3.1050794 8: 2.5860252 9: 2.6400912 10: −3.4708204 11: 2.3735955 12: 1.9459182

13: 3.1852815 14: 1.206341 15: −3.3552761 16: −2.1890383 17: 1.5772523 18: −0.99846894 19:

−1.9426285 20: 1.7405504 21: −2.5103328 22: −0.1712421 23: 0.62044519 24: 1.7075816

25: 0.18535832 26: −0.3251397 27: 0.50698811 28: 2.1281648 29: −1.4055895 30: 0.44488609

31: 0.082362577 32: 0.50587648 33: 1.4535089 34: −0.1660212 35: −1.0464996 36: −0.32472673 37:

−3.2258751 38: −1.0420521 39: 0.26829112 40: −0.26259658 41: 0.66264814 42: −1.5650598 43:

−2.8255298 44: −0.47267067 45: −0.26437676 46: 1.4970443 47: 1.6494414 48: −1.150957

49: 0.48409933 50: −0.97914815 51: −1.1762872 52: −0.67540783 53: 0.9785468 54: −0.10272652 55:

−0.44946235 56: −0.6475299 57: −0.19610074 58: 0.57770157 59: 0.62224936 60: 1.2325798

61: 2.0817311 62: 1.3649201 63: −1.5788438 64: 0.3441278 65: −0.82410073 66: 0.38950849

67: 0.63741684 68: 0.81976885 69: 1.8669279 70: −0.093081616 71: −0.50634414 72: 0.70292288 73:

−0.21797721 74: −0.81374848 75: −0.97752309 76: −0.00052603154 77: −0.047995523 78: 0.56340075

79: −0.13965929 80: 0.74398124 81: −1.0789561 82: −1.6268255 83: 0.34880072 84: −0.23649105

85: 0.58947003 #

−0.0035207597532646157 1: 12.198691 2: −4.6254134 3: 0.4309229 4: −0.0045036334 5: 1.6533217

6: −1.6674639 7: −0.58168441 8: −2.0143023 9: −0.36359423 10: −1.1387699 11: 0.4026781

12: 3.4342923 13: 0.077531099 14: 0.59686226 15: 1.4676325 16: −1.0380758 17: 2.0957778 18:

−0.18262574 19: 1.3347188 20: 0.81862861 21: 1.8272871 22: −1.1508977 23: 0.6757282 24: 1.425102

25: 4.0549784 26: 0.38353825 27: −1.8369131 28: −0.13398515 29: −0.57104951 30: 0.22000989

31: 0.12870221 32: 0.7133007 33: −0.35001582 34: 0.0011888057 35: −0.90330213 36: 1.5864959 37:

−0.25036854 38: −0.020135572 39: −0.67250866 40: −0.66962731 41: −0.76892602 42: 0.42453542 43:

−1.3383957 44: 0.089187309 45: 1.4743941 46: −0.58752674 47: −0.13003859 48: −0.085984677

49: 1.88237 50: −0.092915475 51: −0.16898575 52: −1.2927262 53: 1.1112242 54: −0.56929666

55: 0.51432651 56: 1.5974669 57: 0.29192296 58: 1.3793269 59: 1.3311955 60: −1.1512399

61: 1.1414181 62: −0.42488316 63: 1.02485 64: 0.80391228 65: −0.12326206 66: −0.0096905828 67:

−0.25598711 68: −0.56333989 69: 0.47411421 70: −0.52220768 71: 0.62780327 72: −0.63821578

73: 0.044849351 74: 0.30436012 75: 0.85827565 76: −0.35568988 77: 0.48760805 78: 0.55250949 79:

−0.48662898 80: 1.1320682 81: −0.4279331 82: 0.55387139 83: −0.18235028 84: 0.64431673 85:

−0.12753169 #

−0.0031231746471605997 1: −0.92056668 2: 7.982316 3: 2.7672982 4: −5.6989779 5: −2.0040121

6: 1.3560103 7: 0.47844598 8: −0.88915581 9: 0.29286313 10: 1.9550498 11: 0.73400009

12: 0.67523128 13: 4.2900996 14: 1.759645 15: 3.1263313 16: 3.4484181 17: 1.1700882 18:

−2.5563493 19: 0.37533271 20: −0.79565668 21: −1.3620112 22: −0.24505715 23: 2.6705673

24: 0.91925913 25: −1.7523115 26: 2.7090824 27: −2.4245808 28: −0.3016541 29: 1.0368193

30: 1.349012 31: 1.3343428 32: 1.1360695 33: −1.0604455 34: −0.55855429 35: −1.4334891

36: 0.31644401 37: 4.0981212 38: −0.76405543 39: 2.4361506 40: −0.072746783 41: 1.3639972 42:

−2.7133963 43: 0.58745974 44: 1.215488 45: 0.71256995 46: −0.63146925 47: 1.1245365

48: 0.68571043 49: 0.12023477 50: −2.9852123 51: 0.48245761 52: −0.60535866 53: −0.42614096

54: 0.895666 55: 1.536912 56: 0.41395107 57: 1.3474098 58: −0.11917051 59: −0.72688085

60: 0.94913411 61: 0.62710458 62: 0.84917873 63: 0.10144996 64: 0.94962496 65: 0.48940825

66: 0.1560725 67: 0.10165013 68: −0.73191041 69: 0.0017839102 70: 0.48697016 71: −0.49387777

72: 0.68558019 73: 0.53076398 74: −0.7026388 75: 0.14259262 76: 0.0749093 77: 0.1046522 78:

−0.71482873 79: −0.096147284 80: 0.26972616 81: 0.37506589 82: 0.2323183 83: 0.59012479 84:

−0.22533044 85: 0.45790485 #

−0.0035207597532646157 1: 2.0158556 2: 5.64184 3: 1.2100551 4: 0.38732079 5: −0.91638023

6: 0.86250663 7: −5.9655256 8: 1.9825593 9: −3.4821234 10: 0.86993414 11: −1.6572517 12:

−0.76582778 13: 0.11991637 14: 0.039823018 15: −1.6965232 16: −0.86651272 17: 0.55945367

18: 0.67926311 19: 1.2445376 20: −0.74454379 21: −0.71011066 22: 2.5852528 23: −1.3076165 24:

−0.46179819 25: −2.4348414 26: 1.8081855 27: 1.3103861 28: −1.3082397 29: −0.89139622 30:

−2.1623175 31: 1.5018917 32: −0.46999404 33: −0.27754453 34: 1.9421457 35: 0.8924948 36:

−0.59410006 37: 1.1388235 38: −0.40503344 39: 1.266946 40: 1.3438236 41: −0.20875518 42:

−1.152586 43: 0.35084587 44: −0.66025627 45: 0.27601939 46: 0.50508291 47: 1.0504811 48:

−0.0061990432 49: 0.89158946 50: −0.740192 51: 0.37023339 52: 0.18432029 53: 0.49898073 54:

−1.0100789 55: −0.98633426 56: 0.052206729 57: −1.1405525 58: 0.059401955 59: 0.6115393 60:

−0.038578793 61: 1.044669 62: 0.41048342 63: 0.4342218 64: −0.19823729 65: 0.45956901

66: 1.2680084 67: −1.5415982 68: 0.26044369 69: 0.67990941 70: −0.20977019 71: 0.17940669 72:

−0.6234647 73: −0.15683755 74: −0.12970166 75: 0.23375361 76: −1.0716821 77: −0.34470367 78:

−0.15326777 79: −0.88641953 80: −0.051476792 81: 0.60701138 82: −1.132746 83: 0.27538162 84:

−0.67856759 85: −0.77390039 #

0.0035207597532646157 1: −12.323371 2: −2.5419991 3: −1.609848 4: 4.4974389 5: −3.7014587 6:

−4.0358763 7: 2.6280291 8: 4.9896169 9: 2.5341156 10: −1.446465 11: 0.80235535 12: −2.3242402 13:

−1.1710668 14: −0.41775832 15: −4.1889386 16: −1.1208876 17: 0.92109925 18: −1.9065992 19:

−1.8256842 20: −2.3905437 21: 1.7596356 22: −1.4175112 23: 0.18312508 24: 3.5366721 25:

−0.89412063 26: −3.6899207 27: 1.4042687 28: −0.66406071 29: −0.58963937 30: −2.340239 31:

−2.9288216 32: −0.79229331 33: −0.91411191 34: 2.9614749 35: −0.89132273 36: 1.7922473

37: 2.2354436 38: 0.53673452 39: −0.18893766 40: −1.2241523 41: 0.79943401 42: −1.4271966 43:

−0.86519498 44: 1.1074665 45: −2.1866074 46: −0.57520199 47: 0.82644343 48: −0.090864554 49:

−1.2602122 50: 0.36414298 51: −0.040461358 52: −1.4667616 53: 2.691318 54: 0.92768717 55:

−0.39435172 56: 0.9569068 57: 1.4663866 58: −0.10978934 59: −0.15809369 60: −1.1098099 61:

−0.49797028 62: 0.18566647 63: −0.83051121 64: 0.23004419 65: 0.095365636 66: 0.65703654 67:

−0.83133465 68: 0.38520044 69: 0.29496205 70: 0.26739585 71: 0.77351087 72: −1.0678705

73: 0.89645118 74: −0.21810022 75: −0.8048836 76: −0.17026433 77: −0.14614077 78: −0.25395

79: 0.718638 80: 0.84217626 81: 0.2479565 82: 0.064400159 83: −0.662857 84: 0.38506141

85: 0.030625224 #

0.0035207597532646157 1: 3.4503579 2: −4.2435541 3: −3.5084748 4: 4.1104755 5: −2.2494571 6:

−1.1301751 7: 1.2851278 8: −1.3474931 9: 0.074681044 10: −1.1245632 11: 0.0059922114 12:

−0.65546483 13: −1.0927281 14: −1.6123801 15: −2.0109613 16: 0.8245908 17: −0.20697463

18: 1.6903372 19: 0.20574044 20: −0.52657861 21: −0.15481399 22: −0.95674044 23: −0.12188616

24: 0.3153148 25: 1.220279 26: −0.46595594 27: 1.2647409 28: −1.0921087 29: 0.63332158

30: 0.31533015 31: 0.49947315 32: 0.52631956 33: 0.52140331 34: −1.471079 35: −0.3043865

36: 0.6245653 37: −0.54806453 38: −0.14093906 39: 0.97424895 40: −0.78888589 41: −0.30943748

42: 0.2295381 43: −0.26546445 44: −0.69476426 45: −0.13171944 46: 0.094888531 47: 0.10638277

48: −0.43834734 49: 0.36926419 50: 0.16866605 51: −0.16950628 52: 1.0210851 53: −0.12908459

54: 0.2574836 55: 0.16228732 56: −0.32980037 57: 1.2871718 58: −0.695324 59: −0.44037962

60: 0.13058139 61: −0.81643009 62: 0.085330784 63: 0.63842231 64: −0.39016843 65: 0.074462868

66: 0.62911004 67: −0.055147562 68: 0.13169409 69: 0.51636732 70: −0.58961576 71: −0.18650682

72: 0.22953425 73: −0.46220464 74: −0.064442351 75: 0.15822068 76: −0.82707661 77: −0.18713538

78: −0.54458982 79: −0.12780048 80: 1.0517936 81: 0.39728534 82: −0.30585971 83: −0.20047277

84: 0.61465275 85: 0.41496634 #

0.0010824465213198314 1: −5.0323195 2: −2.8937032 3: 0.9245494 4: 4.0953684 5: −0.48259613 6:

−10.957071 7: −1.3562635 8: 1.5278653 9: 1.908803 10: 1.5891732 11: 1.9105272 12: −1.7403718

13: 0.79528445 14: 1.4411625 15: 2.055773 16: −0.47434691 17: 0.84861767 18: 0.96878743

19: 1.2661024 20: 0.39621857 21: 0.02885787 22: −2.1331224 23: 1.1653996 24: 1.7666892 25:

−0.5342958 26: −0.058051892 27: 0.22720467 28: −1.8131837 29: −0.33533868 30: 0.51968986 31:

−2.8554194 32: −0.39893693 33: −1.3069463 34: −1.2616062 35: −0.50449288 36: −0.30745259

37: 0.78427112 38: −1.7781194 39: −3.1630948 40: 1.5530428 41: −0.52526122 42: −1.3863609 43:

−0.75657463 44: 1.3458173 45: −0.41903311 46: −0.60242832 47: −0.73190629 48: −1.1985373

49: 0.9617061 50: −1.0572286 51: −1.0892643 52: 2.7433617 53: −0.29182494 54: −1.1755396

55: 0.30320728 56: 0.59947592 57: −0.57867312 58: −0.31572407 59: 0.67291749 60: −0.25184411

61: −0.12825929 62: 0.14712813 63: 0.072493941 64: −0.93540007 65: 0.23385698 66: 1.2352091

67: 0.40883824 68: 0.90679425 69: −0.78691781 70: −0.43946591 71: 0.061390832 72: 0.43101066

73: −0.65560371 74: −0.11186254 75: 0.84073192 76: −0.76387501 77: −0.085754573 78: 0.28736416

79: 0.57194638 80: 0.18722515 81: 0.20813055 82: −0.77415365 83: −0.11878719 84: −0.66424346

85: 0.10148657 #

0.00026606620812858508 1: 6.3584962 2: −6.3778191 3: 3.2515109 4: 5.1755161 5: 4.2499866 6:

−11.99882 7: −1.5156378 8: 4.1527638 9: −0.18030602 10: −1.1761832 11: 5.4542184 12: 2.0691378 13:

−1.6560538 14: 0.79019296 15: 1.8808135 16: 1.9049292 17: 1.8592358 18: −2.1669643 19:

−0.048648611 20: −2.5740819 21: −0.70472515 22: 0.8201015 23: 0.71556932 24: −1.80097 25:

−2.5610666 26: 0.59389859 27: −0.78396356 28: 0.11526062 29: −0.09563344 30: −2.0597372

31: 0.75164664 32: 1.7167188 33: −0.8780849 34: −0.94556618 35: 3.2067571 36: −0.55151516 37:

−1.2391465 38: −1.4040649 39: −2.0579765 40: −0.10920454 41: 1.5984117 42: 1.5354701

43: 2.2374403 44: 1.6578482 45: −0.069791123 46: 0.43039051 47: 0.53295434 48: 0.75136089 49:

−0.90726262 50: −0.59872472 51: −0.23022404 52: −0.99246538 53: −1.8657418 54: −1.3137063

55: 0.69614094 56: 0.54208493 57: −0.83017355 58: −0.029540086 59: 1.9364667 60: −0.29958665

61: 0.17397369 62: 0.79381496 63: −1.6109239 64: 0.96843368 65: 0.052511267 66: 0.11731391 67:

−0.83705848 68: 0.82254171 69: −0.26468176 70: −0.76873767 71: −0.29751939 72: 1.3841127

73: 0.52975595 74: 0.60065693 75: 0.36754712 76: 1.0355914 77: −0.21337773 78: −0.11204219 79:

−0.12291181 80: 0.96028787 81: −0.050827105 82: 0.62444359 83: 0.15589094 84: 0.66139913

85: 0.18312415 #

−0.0035207597532646157 1: 4.132174 2: −6.2578673 3: −4.4534831 4: 3.3225648 5: 0.92792118

6: 0.13495214 7: 2.4636238 8: 0.043804433 9: −0.12212539 10: −3.6037035 11: −0.16387007

12:2.1024275 13: −0.8426888 14: −0.28110489 15: −1.0565786 16: 1.7971499 17: 0.89108872 18:

−0.19204256 19: −0.37601933 20: 0.29086679 21: −0.93570775 22: 0.9933148 23: 0.49556109

24: 0.30878216 25: −0.06323579 26: 1.3881254 27: 1.156985 28: −0.836025 29: 1.0145077 30:

−0.14229111 31: −0.17155382 32: −0.026234334 33: −1.2460279 34: −1.0607399 35: −2.3045077

36: 0.15773092 37: −1.859993 38: 1.3026433 39: −1.4954717 40: 0.91123676 41: 1.6476334 42:

−0.016044997 43: 1.1311302 44: 0.65482485 45: −0.50996262 46: 0.20572463 47: 0.20633431

48: 0.9185195 49: −0.0069128866 50: −0.8106612 51: 0.44928578 52: 1.769662 53: 0.28103986 54:

−0.39396164 55: 0.82345629 56: −0.58649194 57: 0.011862372 58: −0.77182484 59: −1.0363826

60: 0.64749193 61: 0.57068056 62: −0.73007858 63: −0.097035326 64: −0.10577562 65: −0.12638293

66: 0.89023834 67: −0.20933913 68: 0.59134924 69: 1.16711 70: 0.092131026 71: 0.64477086 72:

−0.56461102 73: 0.98778188 74: 0.59265774 75: −0.39949697 76: −0.89452052 77: −1.2504236

78: 0.47944611 79: 0.56021106 80: 0.039773744 81: −0.26168171 82: 0.69073153 83: −0.76336658

84: −0.085453652 85: −1.1681105 #

−0.00098181610508975021 1: −9.2383366 2: 2.0031359 3: −2.7472436 4: −0.29943109 5: −5.6568513

6: 3.7322798 7: 5.1578135 8: 2.1428649 9: −2.7855699 10: −0.25731304 11: −2.9800839 12:

−0.47946775 13: −2.2630336 14: −0.45474353 15: −5.7471838 16: 2.3978477 17: 4.3268204 18:

−3.0305762 19: 1.3055806 20: −2.1667976 21: −0.78709322 22: −1.6385171 23: −1.2645901 24:

−0.72841704 25: −1.361117 26: 2.6740563 27: 0.99330205 28: 0.56622869 29: 0.021516191 30:

−1.0199603 31: 2.8918629 32: 0.17529561 33: 1.3039639 34: 0.66107935 35: −0.73529148

36: 1.6549188 37: −2.4072337 38: 1.3072208 39: −0.56783468 40: −1.3100624 41: 0.3624413 42:

−0.26424339 43: 0.42006019 44: 1.9382477 45: −0.51278996 46: 0.47823575 47: 0.0037102359

48: 0.95446652 49: 1.0228879 50: −1.393595 51: −1.2037687 52: −0.73327082 53: −1.1920532

54: 0.10549983 55: −0.13279434 56: 0.3578119 57: 0.38885364 58: −0.95124429 59: −1.0567375 60:

−1.8370425 61: −0.6606943 62: 0.70864707 63: 0.67599821 64: −0.37370375 65: 0.20003127

66: 0.63242871 67: 0.15085423 68: 0.057238787 69: 0.17639741 70: −0.23044479 71: −0.20157395

72: 0.62036103 73: −0.25716212 74: 0.71563143 75: 0.7609778 76: −0.050195843 77: −0.25451463

78: −0.1692701 79: −0.078648195 80: −0.74276435 81: −0.010895328 82: 0.77240366 83: 0.27615985

84: −0.90610391 85: −0.029832665 #

−0.0035207597532646157 1: 1.5939288 2: −0.68451202 3: −1.9828767 4: 2.687711 5: −2.3559065 6:

−0.40762001 7: −0.38349798 8: 1.4480487 9: 0.19084418 10: 0.57923073 11: 0.15427236

12: 0.30517232 13: −2.8470616 14: −0.89354444 15: −1.8082743 16: 0.90372598 17: −0.8944034 18:

−0.19528657 19: 0.37987849 20: −0.72632611 21: 0.74004036 22: 0.51418865 23: −1.1826543 24:

−0.68684179 25: 1.3350503 26: 1.3483067 27: −1.1749243 28: 0.0035296429 29: 0.40864256 30:

−1.0857723 31: −2.2653854 32: 1.132339 33: −0.75138783 34: 1.6571852 35: −0.66929579

36: 0.01038154 37: 0.11476938 38: −0.28282329 39: −0.0039718393 40: −0.42626029 41: −0.1703448

42: −1.2294829 43: 0.49754259 44: 0.78424221 45: 0.40770197 46: 0.2548393 47: 0.34366134

48: 0.42368001 49: −0.0031600283 50: −0.55383235 51: 1.7163563 52: 0.033633709 53: −0.73686308

54: 0.89823377 55: −0.037769046 56: −0.27557534 57: −1.1176921 58: 1.4940319 59: 0.26057047 60:

−0.62359345 61: 0.52774233 62: −0.72299153 63: 0.15405934 64: −1.3268715 65: −0.1421221 66:

−1.6126971 67: −0.030900931 68: 0.54111493 69: 0.80216682 70: 1.0123219 71: 0.067640841

72: 0.20240721 73: −0.87775278 74: 0.26203439 75: 0.33620653 76: 0.026765861 77: −0.89195812

78: 0.46182638 79: 0.41690511 80: 0.53303576 81: 0.3838982 82: 0.19043288 83: −0.31487751 84:

−0.2211739 85: −0.094877258 #

0.0035207597532646157 1: 3.194849 2: 0.43900785 3: −1.9627602 4: 1.2485242 5: −5.9852576

6: 0.33253258 7: −1.8617131 8: −0.86069912 9: 0.550134 10: 1.0473752 11: 1.0903063

12: 0.014737786 13: −0.93575341 14: −0.49048775 15: −0.22670957 16: 0.033254467 17: −1.1327134

18: 0.51697665 19: −0.088372737 20: −0.88697433 21: −1.1650202 22: 0.80797178 23: −0.92340988

24: −1.0851067 25: −0.81728846 26: 0.33128548 27: −0.55782062 28: −1.3039638 29: 034368724

30: 0.6521095 31: −0.99489051 32: 0.014531549 33: −0.2099172 34: −0.99392444 35: 1.1560659 36:

−0.05918486 37: 0.16560514 38: 1.1157157 39: −0.6798988 40: 0.2000774 41: −2.4399419

42: 0.062852286 43: −0.59827936 44: −0.64824188 45: −0.74368501 46: −0.35463345 47: 0.14426918

48: −0.25484803 49: −0.85277611 50: −0.49318787 51: −0.58561718 52: 0.6080265 53: −0.54487962

54: 0.38094941 55: 0.58301115 56: −0.83181024 57: 1.4327674 58: −0.32032874 59: −0.7785061

60: 0.2222829 61: 0.2062933 62: −0.33664161 63: 0.40453207 64: −0.063989356 65: 1.0704974

66: 0.85856509 67: −0.34260032 68: −0.81909335 69: 0.24490944 70: −0.8815605 71: −0.40375853

72: 0.30855694 73: −0.22328483 74: 0.11981357 75: 0.20845959 76: −0.27041709 77: 0.18642138 78:

−0.021063909 79: 0.14842433 80: 0.18297967 81: −0.94384241 82: 0.65075558 83: −0.23166057 84:

−0.19040057 85: −0.88623601 #

0.0035207597532646157 1: 5.3318014 2: 2.8600442 3: −0.63892436 4: 2.671339 5: −5.2220407

6: 0.021795753 7: −0.1497921 8: −0.35194841 9: 2.4227602 10: 0.78205884 11: −0.273817 12:

−1.8752793 13: 0.1105957 14: −1.5807208 15: 0.86257154 16: 1.7695898 17: −2.1386125

18: 0.13988218 19: 0.15350451 20: −1.6646396 21: −1.2468495 22: 1.1442618 23: 0.22816287 24:

−0.59291494 25: −1.2557151 26: −0.16814576 27: −0.27625111 28: −0.94614822 29: 0.90841764 30:

−0.55482227 31: −0.69049489 32: −0.52906591 33: 0.1456854 34: −0.15881176 35: 0.79538953

36: 0.14933707 37: 0.35109264 38: 1.6287683 39: 0.30482042 40: −0.16101275 41: −1.1122111

42: 0.92197961 43: −0.65001202 44: −0.29940131 45: 0.82114142 46: −2.3014662 47: 0.019852048

48: −1.4395304 49: −0.61461782 50: −0.66179311 51: 0.33406314 52: 0.71744514 53: −0.31344864 54:

−0.36929134 55: 1.0807132 56: 0.64560848 57: 0.36599183 58: 0.63315117 59: −0.59978986

60: 0.47401521 61: −0.04233579 62: 0.43825498 63: −0.18208194 64: 0.93805003 65: 0.6489799

66: 1.0274676 67: 0.30374503 68: 0.093746543 69: 0.65355974 70: 0.93731129 71: 0.31009677

72: 1.0268996 73: 1.0494651 74: 0.12953329 75: −0.13468555 76: 0.082101204 77: 0.082376562

78: 0.093450055 79: −1.2197555 80: −0.51803309 81: −0.14628641 82: 0.43446764 83: −0.35269833

84: 0.45715046 85: 0.71453136 #

0.0035207597532646157 1: 3.9855435 2: −2.1551187 3: 0.63115042 4: 1.5583338 5: −3.9991305 6:

−3.0780492 7: 2.0848374 8: 2.7543757 9: −2.3052657 10: 1.416037 11: 0.10207489 12: 3.0797191 13:

−1.0896925 14: 1.9548575 15: −0.089594446 16: −1.3948822 17: 2.7305973 18: −0.86904126

19: 2.5512304 20: −2.1800091 21: 0.86764246 22: 0.11505432 23: 0.20976232 24: −1.2548302 25:

−2.8737543 26: 3.077101 27: 1.5563121 28: 0.16239864 29: 0.67452103 30: 1.2004149 31:

−0.94163388 32: −3.336623 33: −0.12538108 34: −1.4093879 35: −1.4058474 36: 0.069847085 37:

−0.71715277 38: 1.0935538 39: −0.28317529 40: −0.34645393 41: −0.031229772 42: 0.76986682 43:

−1.5068744 44: −0.61947757 45: 2.0491185 46: 0.34174487 47: −0.169028 48: 0.72976196 49:

−0.36800814 50: 0.64198077 51: 1.0225791 52: 0.052821398 53: −0.84884322 54: −0.13224651 55:

−0.94264621 56: −0.095210724 57: −0.26225153 58: 1.0290097 59: 0.7017597 60: 0.74610132 61:

−0.24856976 62: 0.14428349 63: 1.0233965 64: 1.1792885 65: −0.50222903 66: 0.061810724 67:

−0.88351119 68: 0.39995912 69: 0.14672771 70: 0.60004687 71: 0.84775209 72: 0.52471834

73: 0.32894376 74: −0.12081071 75: −0.36660975 76: 0.52416295 77: 0.1678348 78: −0.082099371

79: 0.458909 80: 0.13918488 81: 0.21450907 82: −0.61503118 83: 0.89800525 84: 0.90652812 85:

−1.189242 #

−0.0035207597532646157 1: 11.063172 2: −4.1735458 3: −2.1705191 4: 3.1756155 5: −2.6342511

6: 0.35717416 7: −2.6251674 8: −2.3413982 9: 1.3099627 10: 2.2732904 11: 1.9024211 12: −2.9932053

13: 2.0243397 14: −0.28601316 15: 0.81185395 16: −2.5839396 17: 2.4302902 18: 3.7185061 19:

−0.9046219 20: 0.72545081 21: −1.4551767 22: 1.4636325 23: −0.15903565 24: −1.6384495

25: 0.075246438 26: −0.20895387 27: 0.26143897 28: 1.2070005 29: 2.0606019 30: 2.1030214 31:

−0.69226116 32: 2.1005497 33: 0.75281036 34: 2.7544527 35: 0.082330272 36: 0.38176236 37:

−1.5440055 38: 0.26154569 39: −1.1583414 40: 0.12141833 41: −0.16811602 42: 1.2153684

43: 1.6256666 44: 0.55115259 45: 0.25212508 46: −0.090178415 47: 0.071696945 48: 0.092321232

49: −1.1144848 50: −0.012306355 51: 0.28413066 52: −0.67935228 53: 1.2980931 54: −0.13099827

55: 0.12346329 56: 0.11142293 57: 0.27578577 58: −0.050162587 59: −1.1625016 60: −0.77165097

61: −0.012743402 62: −0.40751636 63: 1.8688 64: 0.48271897 65: −0.584391 66: −0.41269445 67:

−0.61985165 68: 0.26657802 69: 0.40913209 70: 0.17663826 71: −1.1105018 72: 0.71721327

73: 0.40302157 74: −0.82035613 75: −0.8042627 76: −0.47997978 77: −0.1955671 78: −0.19370109 79:

−0.35962215 80: −0.2477721 81: 1.1621563 82: −0.70190388 83: −0.085306503 84: −0.30679044

85: 0.45231619 #

−0.0014555372962281161 1: −7.4997253 2: 4.4368262 3: −2.9816823 4: −3.2905457 5: −7.8223085

6: 5.5449471 7: 0.26657972 8: −1.4545244 9: −0.12112358 10: 0.36736658 11: 1.3500887

12: 2.6143444 13: 0.8353107 14: 0.606983 6 15: −0.57392049 16: −1.7705781 17: 0.074982144 18:

−1.3446496 19: −3.4150405 20: 0.11493096 21: −0.62300509 22: −0.056075014 23: −0.84774786

24: 0.94183409 25: −0.027781744 26: −0.79541111 27: −2.3700309 28: 0.34954032 29: −0.31329978

30: 0.97368103 31: 0.77245986 32: −0.67884284 33: −1.7504072 34: −2.391221 35: 0.083415404 36:

−1.9214619 37: −0.7868306 38: −0.92057556 39: −2.0276494 40: 0.288537 41: −1.5791048

42: 0.91143805 43: −0.80769163 44: 0.47642806 45: −1.7863086 46: −1.493109 47: 0.302784 48:

−0.055297635 49: −0.016376823 50: −0.17008308 51: −0.24937692 52: −0.64883745 53: 0.00060224853

54: 0.25627023 55: 0.80983388 56: −0.61239278 57: −0.71748292 58: −0.80918968 59: −0.5118615

60: 0.31323686 61: 0.83679247 62: −0.89665455 63: −0.34058276 64: −1.2529209 65: −0.7296108 66:

−0.63929236 67: −0.24356525 68: 0.72444028 69: −0.10387129 70: 0.24494018 71: 0.70650542 72:

−0.3703928 73: 0.3357864 74: −0.20377003 75: −0.90150124 76: 0.79134268 77: −0.12168025

78: 0.17380694 79: −0.086510047 80: 0.067077324 81: 0.13328306 82: 0.67633224 83: −0.9618206

84: 0.20394857 85: 0.1517325 #

0.0035207597532646157 1: 2.7049806 2: 1.0712382 3: −0.60530049 4: 3.1470454 5: −6.2567849 6:

−1.7234993 7: −2.0789998 8: −0.55858582 9: 1.1510547 10: 3.0091002 11: 0.27469772 12: −1.7099465

13:0.52950001 14: −1.3216618 15: −1.2992212 16: 0.25060481 17: 0.48826501 18: 0.98599839

19: 0.92709947 20: −1.5546227 21: −1.628973 22: 2.1816301 23: −0.39126211 24: −0.38967183 25:

−0.50289649 26: 0.25889975 27: −0.35903266 28: 1.0430959 29: 1.2041683 30: −1.9328635

31: 0.015573424 32: −0.5285145 33: 0.25673017 34: −0.50455731 35: 0.87040234 36: 0.59407818

37: 1.0408165 38: 0.83375084 39: 0.59187216 40: 0.58443272 41: 1.0092293 42: 0.22197787 43:

−0.44589493 44: −1.1379919 45: 0.3581925 46: 0.70814025 47: −0.42151362 48: −0.052317169 49:

−0.11082876 50: 0.2889609 51: 1.2139032 52: −1.1592975 53: −0.059054762 54: −0.18548462 55:

−0.77073801 56: 0.26250359 57: −0.36623242 58: −0.031984866 59: 0.26953441 60: −0.85498047

61: 0.36182615 62: −0.74242324 63: −0.29094225 64: −0.91586173 65: 0.30981737 66: −0.32983193

67: −1.3585093 68: −0.12513724 69: −0.010376908 70: 0.38823065 71: −0.0060941791 72: 0.27587929

73: 0.25745854 74: −1.291971 75: 0.42582241 76: −0.36651218 77: 0.31846911 78: 0.88084328 79:

−0.77209193 80: −0.33607072 81: −0.31164974 82: 0.25311977 83: 0.36149731 84: −0.057023317

85: 0.27844882 #

−0.0016257259442838685 1: −1.2745243 2: 1.3725504 3: −0.40984562 4: −2.6292028 5: −5.3895054

6: 5.9739404 7: −4.5711613 8: 2.2052009 9: −5.2465138 10: −0.67647785 11: 1.0394732 12: 2.7295601

13: −2.7722533 14: 1.1244704 15: −0.89633745 16: −0.9274469 17: 1.6699194 18: −1.6771654 19:

−0.72681016 20: −0.44002792 21: −0.26600459 22: −0.98991096 23: −0.93116117 24: 0.69509518

25: 0.92285657 26: −0.063109092 27: −1.1735464 28: −0.5015974 29: −0.96754038 30: −0.37860304

31: 0.082809262 32: 1.2631295 33: −0.43986905 34: −0.93515766 35: −0.39846018 36: −1.7811431

37: 0.96436918 38: −0.86943996 39: −0.1857571 40: −0.052335016 41: 0.77989316 42: 1.9585305

43: 0.5136919 44: 0.70290852 45: −0.65992278 46: −0.62819904 47: 0.042234074 48: −0.27403095

49: −1.5831054 50: 0.57542837 51: 1.2535095 52: −0.27763495 53: 0.30042842 54: −0.026697634

55: 0.83986866 56: −1.7717499 57: 0.56075555 58: −0.32618308 59: −1.2565497 60: 0.24616675 61:

−0.31638002 62: 0.1136407 63: −0.524584 64: 0.49817708 65: −0.77622032 66: 0.67375588 67:

−0.68531972 68: −0.88069934 69: −0.59614903 70: −0.48646048 71: −0.26088428 72: 0.92441028

73: 0.9558959 74: −0.80790859 75: 0.9994542 76: −1.1186945 77: −0.54430348 78: 0.31087041 79:

−0.12128209 80: 0.049723487 81: −0.068356842 82: −1.0160431 83: 0.24992315 84: 0.64890897

85: 0.035451155 #

−0.0035207597532646157 1: −2.2816663 2: −0.1950358 3: −5.0425577 4: 1.724364 5: −0.82801467

6: 2.5474527 7: −4.9610643 8: −0.55181468 9: −0.79765153 10: 2.3832989 11: 0.10773348

12: 1.0693098 13: −1.2152728 14: 0.79049957 15: 0.0099222139 16: −1.4971162 17: −2.0980864

18: 1.5831172 19: 0.44416675 20: 0.65041918 21: 0.34350562 22: 0.71617293 23: −1.3270057

24: 1.3510978 25: −1.3417459 26: 0.16030331 27: 1.2561779 28: 0.30793247 29: −1.5139967 30:

−1.4691375 31: −0.77589041 32: −0.13834539 33: 0.60559732 34: −0.23270255 35: −0.91066253

36: 1.1967326 37: −0.38090953 38: 0.92491049 39: 0.22646277 40: 0.0545705 41: −0.51402158

42: 0.036931422 43: −0.34624645 44: −0.26213413 45: −0.54855555 46: 0.65808016 47: 0.60549748

48: −1.3048626 49: −0.02858902 50: 1.158542 51: −0.51622027 52: −0.48286453 53: −0.42171869

54: 0.15448236 55: 0.22208098 56: −0.96829629 57: −0.81633997 58: 0.69672573 59: 0.43771729 60:

−0.33384237 61: −0.30339918 62: −0.23418264 63: −1.0594679 64: −0.28116763 65: −1.0582877

66: 0.24212617 67: −0.021668741 68: −0.38854149 69: −0.025471134 70: −0.057951681 71:

−0.28464383 72: 0.55788136 73: −0.14839807 74: 1.2589951 75: −0.17693742 76: −0.42702228 77:

−0.80403411 78: −1.2830989 79: 0.43489653 80: −0.29964188 81: 0.53392845 82: 0.30745533

83: 0.32345781 84: −0.031299688 85: −0.084129535 #

−0.0012501409361290879 1: 2.1708891 2: 2.2614357 3: −3.51179 4: −0.65605903 5: −2.0876923

6: 0.98526502 7: −3.7276006 8: −2.333333 9: −0.7626673 10: 1.9041126 11: 0.56286615 12: 1.27456

13: −1.2070498 14: 0.76551163 15: −1.425539 16: −1.9847383 17: −2.0789609 18: 1.3220781 19:

−0.015966244 20: 1.4032682 21: −0.23330304 22: −0.94637066 23: −0.78442478 24: −0.38136712 25:

−0.44472805 26: −0.95212942 27: 0.25056025 28: −1.7206384 29: −1.8087838 30: 0.83157372

31: 0.91639489 32: 1.6293341 33: 0.61387813 34: −0.16359013 35: 0.75835514 36: −0.092014663

37: 0.92941236 38: 0.35514775 39: 0.31088394 40: −0.25040948 41: −0.1788341 42: −1.0098658 43:

−1.4341083 44: −0.36132643 45: −0.64555091 46: 0.057727657 47: −0.47578892 48: −0.47918755 49:

−1.2079383 50: −0.050135203 51: −0.40510011 52: 0.27559119 53: −1.9835401 54: −0.44731498

55: 0.19911686 56: 0.20567349 57: 0.97765356 58: 1.0810498 59: 0.21141325 60: 0.25757796

61: 1.0486588 62: 0.15312012 63: 0.87443727 64: 0.49931028 65: 0.0023828757 66: 0.50078958 67:

−0.12524912 68: 0.034663875 69: −1.2526684 70: −0.3739877 71: 0.25519511 72: 0.2986595 73:

−0.08473713 74: −0.54999202 75: −0.89657128 76: −0.16769353 77: 0.38914543 78: −0.33761916

79: 0.11389606 80: 0.027786236 81: 0.6460126 82: −0.13587488 83: 0.40820572 84: 0.15633218 85:

−0.14094087 #

−8.9921320849170767e−005 1: −0.65065694 2: −11.223598 3: 1.5055434 4: −4.3927703 5:

−0.60701919 6: 8.6285686 7: −1.9276042 8: 10.040118 9: 7.8989391 10: 1.4171855 11: 1.1073941 12:

−14.540407 13: −10.239526 14: 3.6424522 15: −3.7669489 16: −3.0639727 17: −2.6669984 18:

−3.3562353 19: 1.1029365 20: 3.2188668 21: −1.3355631 22: 0.76778799 23: 7.7980146 24: 1.9258534

25: 0.155596 26: 1.4333936 27: −0.77129906 28: 1.0654082 29: 1.3451784 30: 0.48762089

31: 1.1563978 32: 1.6590519 33: −1.8909501 34: −1.4574517 35: 0.56878603 36: 1.0720688 37:

−0.074896112 38: 0.67724591 39: 0.11796083 40: −0.80937344 41: −0.72812855 42: 0.62427038 43:

−0.14251851 44: −1.2614839 45: 0.80392224 46: 0.055927221 47: −0.51965183 48: 0.68937206 49:

−0.029368833 50: 0.29346243 51: 0.54400104 52: 0.026291719 53: −0.36792743 54: −0.33510557

55: 0.01633551 56: 0.62049705 57: −0.23660533 58: −0.29055452 59: 0.21570383 60: 0.47372437

61: 0.33341625 62: −0.42971212 63: −0.16324264 64: −0.11314408 65: −0.25130454 66: −0.077694908

67: −0.30443865 68: 0.48772439 69: −0.18433747 70: 0.12364767 71: −0.03648885 72: −0.4479292 73:

−0.10614621 74: −0.071375042 75: −0.12610583 76: 0.27633363 77: −0.26804826 78: −0.071432278

79: −0.14241533 80: 0.01881632 81: −0.16835345 82: −0.039293341 83: 0.22493207 84: −0.046756189

85: −0.11474198 #

APPENDIX C5

SVM Model Weights

(87; Benign/Malignant)

SVM-light Version V6.01

0 # kernel type

3 # kernel parameter - d

1 # kernel parameter - g

1 # kernel parameter - s

1 # kernel parameter - r

empty # kernel parameter - u

87 # highest feature index

99 # number of training documents

66 # number of support vectors plus 1

0.37432449 # threshold b, each following line is a SV (starting with alpha*y)

0.0019345539215048922 1: 16.053837 2: −15.819319 3: −1.6210849 4: 3.6457462 5: 4.4152589

6: 10.210145 7: 1.1093941 8: −8.4489651 9: −7.8424716 10: 1.2531379 11: −5.7854691 12: 0.85058212

13: 11.505015 14: 0.58409226 15: 5.614861 16: −5.0463986 17: −2.4444163 18: −0.25845858

19: 1.0797292 20: −3.8040044 21: 1.912954 22: 0.23680127 23: −0.15167442 24: −1.3719921

25: 2.5946932 26: 0.17403919 27: −1.2898791 28: 0.059081983 29: 0.14672025 30: −0.37540862 31:

−0.84801257 32: −2.1527555 33: 0.91871446 34: 1.3559048 35: 0.67161536 36: −0.63155913 37:

−0.018472454 38: −0.84158731 39: −0.48751351 40: 0.55238557 41: 0.38652408 42: 0.61224627

43: 0.093065917 44: 0.88691741 45: −0.67179191 46: −0.63606435 47: 0.50656343 48: 0.21145603

49: 0.67526537 50: −0.22676751 51: −0.46594143 52: 0.05076601 53: −0.47603023 54: −0.63072002

55: −0.081272468 56: 0.052577384 57: −0.13437749 58: 0.81059444 59: −0.17985293 60: −0.24758452

61: −0.31849173 62: −0.22030351 63: 0.14344099 64: −0.12765574 65: 0.22939913 66: −0.47950178

67: 0.35782388 68: −0.22129388 69: 0.043932721 70: 0.087613709 71: −0.13730107 72: 0.30508745

73: −0.26749346 74: −0.13291891 75: −0.23315008 76: −0.27495328 77: −0.14503081 78: 0.052623045

79: −0.39191145 80: 0.057538711 81: −0.011613904 82: −0.15190414 83: −0.06746494 84:

−0.022860833 85: 0.11173677 86: 0.1248471 87: 0.15941496 #

−0.0011947279454286176 1: −6.6617446 2: 2.1398783 3: 4.6612291 4: 4.1200266 5: −9.3816519 6:

−0.51241511 7: 1.9775529 8: −2.3050761 9: 0.16089861 10: 2.2131913 11: −1.6792704 12: 3.1526086

13: 0.84659821 14: −2.3553936 15: 2.7890522 16: 1.8426282 17: 0.29614833 18: 0.99678963

19: 1.0124475 20: −0.8951236 21: −0.28949109 22: −2.5569632 23: 1.5312668 24: −1.8644742

25: 0.57216853 26: 0.16517471 27: 0.74864984 28: 0.27347502 29: −0.47111201 30: −0.25048435 31:

−1.4497271 32: −1.4426607 33: −0.011552157 34: −1.0720286 35: −1.815498 36: 1.3534091 37:

−0.46674749 38: −0.952268 39: 1.464447 40: −0.074659206 41: 0.48858941 42: −0.57241172 43:

−0.52673846 44: 0.54606819 45: −0.59332341 46: 0.2707729 47: 0.54184961 48: −1.816597 49:

−0.69199657 50: 0.63413811 51: 1.6984042 52: −1.0161058 53: −0.38531092 54: 1.0689594

55: 1.4721197 56: −0.043617524 57: −1.307793 58: 0.55282313 59: 0.2953912 60: −0.90128732 61:

−1.319623 62: 0.10041022 63: −1.1754335 64: −0.082541145 65: −0.88779491 66: 1.0713943 67:

−0.0046418332 68: 1.8259735 69: −0.039097067 70: −0.065624237 71: 0.047109779 72: −0.49761131

73: 0.37601602 74: −0.94081354 75: 0.215638 76: −0.17871481 77: −0.26326942 78: 0.53398281 79:

−0.62913889 80: 0.27845526 81: 1.0219557 82: 0.40206265 83: −0.15983522 84: 0.28322443

85: 0.080510534 86: −0.60540879 87: −0.090221278 #

−0.003330576550580226 1: 5.8117294 2: −1.9790573 3: 3.3024013 4: 1.4090675 5: 4.0260754

6: 1.7043306 7: −1.2717206 8: −5.0069366 9: −0.5155825 10: 4.2741876 11: −0.63364661 12: 3.6082911

13: −1.0221395 14: 4.3295956 15: −3.6911883 16: 3.8338921 17: 1.1320567 18: 0.076046549

19: 0.73055929 20: 1.5319011 21: 2.0646148 22: 2.5041037 23: −1.2301037 24: 1.9691244 25:

−1.8752548 26: −1.3004006 27: −1.2616713 28: 1.7858572 29: −0.20650764 30: −1.0955508 31:

−2.3334486 32: −0.79862034 33: 0.030790489 34: 1.0012672 35: 1.8106725 36: −1.6918612 37:

−0.078678705 38: −1.9022893 39: −0.18735471 40: 0.61756462 41: −1.9212548 42: −0.56349087

43: 0.95128506 44: −0.74089682 45: −0.28381586 46: 0.05123556 47: −1.8658906 48: −1.0558826 49:

−1.4784955 50: 0.056897756 51: 1.3088051 52: 0.60886765 53: −1.3749502 54: 0.55317581 55:

−0.20789304 56: −0.57680702 57: −0.19929507 58: 0.070962057 59: −0.18337604 60: 0.60094124

61: 0.4337717 62: −1.0110999 63: 0.20664433 64: −0.84325552 65: 0.20657222 66: −0.31070495 67:

−0.8924616 68: −0.24730444 69: −0.72580957 70: −0.3408629 71: 1.2265911 72: −0.74530989

73: 0.55862898 74: 0.2842778 75: 0.71336466 76: −0.10710888 77: 0.22261065 78: −0.51533312 79:

−0.75857943 80: 0.56938082 81: 0.73724353 82: −0.78785485 83: 0.52528638 84: 0.078715399

85: 0.10680436 86: −0.23703557 87: 0.046045572 #

0.003330576550580226 1: −0.23311329 2: −1.5340611 3: −0.56233943 4: −7.4785199 5: −3.6518826

6: −4.7517338 7: −0.41352883 8: −1.1385972 9: −2.3377373 10: 0.89005411 11: −3.0769937

12: 0.91200078 13: −1.0174296 14: −0.29183522 15: 5.4507852 16: 1.9547648 17: 2.4246554 18:

−2.5977473 19: 0.059181549 20: 0.9693011 21: −1.3478724 22: 1.2955381 23: 0.29502755 24:

−0.31393111 25: −0.025742445 26: −1.3289164 27: −1.1254236 28: 0.11153328 29: 1.9973383

30: 1.257899 31: 0.91507447 32: 0.72226965 33: 0.39845112 34: −1.3278019 35: −0.95194173 36:

−2.0961843 37: −1.1352364 38: −0.64997375 39: 0.065316387 40: −0.38678196 41: 0.77325523

42: 1.3836633 43: 1.3171499 44: 0.053990051 45: 0.77371556 46: 2.1609168 47: −1.3172421

48: 0.39412561 49: 0.23929304 50: 1.105505 51: 0.84551901 52: −0.40700731 53: −0.40167317 54:

−0.76905733 55: −0.42601669 56: 1.0445652 57: 1.9075065 58: 1.0322175 59: −0.4670966

60: 0.30819783 61: 0.74754339 62: −0.26703897 63: 0.57786393 64: −0.32511202 65: 0.16155197 66:

−0.72578001 67: −0.066891424 68: 0.11020496 69: −0.62233603 70: −0.98494661 71: −0.0048836544

72: 0.43202633 73: 0.55178761 74: −0.32371372 75: −0.18778911 76: −0.38373259 77: −0.52735662

78: 0.35236505 79: 0.060871631 80: −1.1960546 81: −0.47478089 82: 0.44778258 83: −0.11591902

84: −0.41117722 85: 0.94405186 86: −0.52732617 87: 0.035399996 #

0.003330576550580226 1: 5.7773232 2: −0.2485496 3: −4.9756732 4: 2.3672733 5: −1.7608249 6:

−4.6183424 7: −6.1881247 8: −1.4636059 9: 0.42568609 10: 0.91490215 11: 2.9737656 12: 1.4572622

13: 2.3844304 14: 3.479558 15: −2.172904 16: 1.3687432 17: −2.2401547 18: 2.038378 19: −1.0956939

20: 2.6179361 21: 4.8499289 22: −1.0542914 23: −1.1590868 24: 2.5353518 25: 0.69207913 26:

−5.589396 27: 1.1018655 28: 4.4162931 29: 2.5424984 30: −0.49032038 31: 1.8779082 32: −2.026341

33: −3.0662463 34: −1.2714849 35: −1.7003183 36: 0.089564629 37: −0.045071993 38: 1.3744485 39:

−1.2290742 40: 1.29223 41: 0.27818131 42: −0.72624052 43: 0.26687896 44: −0.15784797

45: 0.26189137 46: −0.28338087 47: 0.54031122 48: −0.3526116 49: 0.74344003 50: −1.500893

51: 0.69248003 52: −0.87673593 53: 0.35906056 54: −0.0430285 55: −0.05152908 56: −0.055442557

57: −0.063158438 58: 0.29045451 59: −0.47792071 60: −0.71567893 61: 0.2203918 62: 0.75583583

63: −0.33738095 64: 0.40889195 65: 0.36191818 66: −0.52839923 67: 0.72879851 68: 0.44805676

69: 0.1652946 70: −0.25166011 71: 0.23027706 72: 0.59822512 73: −0.41949832 74: −0.62871504 75:

−0.47131854 76: −0.10790173 77: 0.11770677 78: 0.30318615 79: −0.15497944 80: −0.43600088 81:

−0.14937481 82: 0.14475852 83: −0.094878353 84: 0.014042439 85: 0.16163081 86: 0.25650221

87: 0.1918962 #

0.003330576550580226 1: 2.3662179 2: 1.6748204 3: 3.8486438 4: 1.4897406 5: −0.9291935 6:

−7.1160836 7: −1.9521724 8: 1.1360776 9: −1.8011853 10: 2.2141206 11: 1.7985709 12: −2.1508341

13: 1.6635997 14: 0.10243254 15: −0.36165324 16: 1.0803972 17: 0.49766871 18: 0.0012823264 19:

−0.98907411 20: −2.9658399 21: 0.10815067 22: 1.4386787 23: −1.396909 24: −0.14514606 25:

−0.095915295 26: −0.20809935 27: −1.45952 28: −0.80965692 29: −0.10805699 30: 0.23815021 31:

−0.7416473 32: 0.14330949 33: 0.084148057 34: 0.099837765 35: −2.0965025 36: −0.92405814 37:

−0.084430851 38: −0.96411276 39: −1.1714625 40: 0.35370091 41: 0.54465806 42: 0.024007868 43:

−1.4951186 44: −1.5395824 45: 1.2847537 46: 0.72993517 47: −0.69907892 48: −0.5942564 49:

−0.5684616 50: 1.1084251 51: −0.76730984 52: 0.28232136 53: 0.12850039 54: −0.92810959 55:

−1.2326117 56: −1.144209 57: 0.19738084 58: 0.55337465 59: −0.89919609 60: −0.69901681

61: 0.4998959 62: −0.0089700799 63: −0.96022487 64: 0.5021655 65: −1.2189608 66: 0.82021332 67:

−0.11272306 68: −0.123798 69: 0.019708304 70: −0.24779686 71: −0.85190767 72: 0.48128524 73:

−1.2304204 74: 0.93169534 75: −1.5035605 76: −1.2377514 77: 0.28679666 78: 0.21370013

79: 0.081786178 80: 1.162581 81: 0.40195379 82: −0.67829359 83: 0.50082994 84: 0.24331501 85:

−0.63211483 86: 0.25782165 87: −0.40200973 #

0.003330576550580226 1: −5.2307115 2: 5.5413795 3: 4.0636749 4: −6.2058477 5: 4.1717806

6: 1.6895379 7: 0.53004158 8: −4.6441884 9: 3.1082587 10: 0.048623063 11: −1.3503591

12: 0.17829828 13: −0.59768867 14: 0.87042594 15: −0.4560613 16: −0.69823253 17: −0.94882631 18:

−1.0522534 19: −2.2051711 20: −2.6186538 21: 1.3570184 22:−3.7802284 23: 1.1904382 24: 2.3432648

25: −1.1689653 26: 2.4562342 27: 0.067852028 28: −2.5447171 29: 2.2677996 30: 0.92332506 31:

−2.3834748 32: −0.49822828 33: −0.17621896 34: 0.51221931 35: −3.6821847 36: −0.38832191

37: 1.3851066 38: 1.8787074 39: −0.19868882 40: 0.63223851 41: 0.81729114 42: 0.5081135 43:

−0.64843142 44: −1.4564943 45: 1.2146252 46: 0.12510775 47: 1.2823189 48: 0.75310415 49:

−0.65507919 50: −1.0283387 51: −0.81086957 52: −0.84513521 53: −0.20092514 54: 0.041422322 55:

−0.96993876 56: 0.5406127 57: 0.16784817 58: 0.052268587 59: −1.0685024 60: −1.1371231 61:

−0.29202485 62: −1.5704151 63: −0.014245392 64: −0.24259058 65: 1.4461937 66: 0.37964907 67:

−0.13091937 68: 0.052078299 69: −0.20226718 70: −0.91403842 71: 0.89176095 72: 0.60484374

73: 0.27189174 74: 0.012570418 75: 0.70590878 76: −0.089948945 77: 0.62381929 78: −0.47178656

79: −0.026025595 80: 0.56783694 81: −0.21542034 82: 0.19036613 83: −0.091159619 84: −0.25391325

85: 0.54905295 86: 0.19299547 87: 0.25178668 #

0.0024897955642017252 1: −3.8347991 2: 0.4250325 3: −15.678971 4: 7.1875505 5: 0.54047203 6:

−4.0046563 7: 1.9759779 8: 1.9077226 9: 10.761656 10: −8.7568007 11: −1.4441179 12: −0.30809698

13: −1.9578561 14: −4.2252517 15: 8.2054901 16: −1.636007 17: 2.6754603 18: 7.3106451 19:

−4.4067588 20: −2.1794596 21: 3.0483193 22: −0.39562172 23: −1.4235375 24: 1.0369247 25:

−0.085445531 26: 0.30943248 27: −3.5057745 28: 1.2857898 29: 0.37323707 30: −1.1636015 31:

−0.86200023 32: −0.39294812 33: 0.30153993 34: −0.14372639 35: 0.73093683 36: 0.12857766

37: 0.41396561 38: −0.94348228 39: 0.1596809 40: −0.35982186 41: −0.081217997 42: −0.14757583

43: 0.31640163 44: −0.98368734 45: −0.13041568 46: 0.27535918 47: −0.72610444 48: −0.27246878

49: 0.10889015 50: 0.083886296 51: −0.64067858 52: 0.56922275 53: −0.44650257 54: 0.023570085

55: −0.27306849 56: −0.18727268 57: −0.20339593 58: −0.0058271685 59: −0.099581204

60: 0.39475891 61: 0.19308588 62: −0.0053478032 63: 0.096731231 64: 0.26979297 65: 0.15184869

66: −0.18696959 67: −0.15064354 68: −0.30398273 69: 0.083900169 70: 0.10426281 71: 0.35618588

72: −0.34764102 73: 0.30011776 74: −0.033746786 75: 0.050758284 76: 0.22227693 77: 0.062899485

78: 0.11515583 79: −0.32982102 80: 0.17524947 81: −0.12747638 82: 0.20460217 83: −0.097438082

84: 0.16689576 85: −0.036133129 86: 0.12806532 87: 0.034909908 #

−0.003330576550580226 1: 7.9274554 2: 4.6073709 3: 1.4603447 4: 2.0189972 5: 0.78566617 6:

−1.9227256 7: 2.3366702 8: 3.8609731 9: −1.7538786 10: −1.9488626 11: 1.0148774 12: 1.0113562

13: 0.048932023 14: 0.18989503 15: −2.6325822 16: −1.2078793 17: −0.14492357 18: 2.2336729

19: 1.5534426 20: 0.35241047 21: 0.80466956 22: 1.8033856 23: −1.1963571 24: 0.040374711

25: 0.84861618 26: 1.267494 27: −0.13946263 28: −1.7854359 29: −0.44070604 30: 1.0542413 31:

−1.2373537 32: 1.3077921 33: 0.041555852 34: −2.5827558 35: −0.43862686 36: −1.175679 37:

−0.36042389 38: −0.17961439 39: −1.2788309 40: 1.3294245 41: 1.2669107 42: −2.5629046 43:

−0.61600578 44: 1.0869129 45: 0.16643843 46: 0.41818899 47: −0.63434148 48: 1.260896 49:

−1.4160058 50: −0.47209889 51: −0.61638838 52: 0.43397504 53: −1.1642369 54: −1.3824058

55: 0.054856647 56: −0.68154693 57: −1.2291157 58: 1.1269206 59: 0.42816728 60: −0.81057531 61:

−0.35877511 62: −0.75165677 63: −0.63177156 64: 0.20773476 65: 0.13551633 66: −0.5237487 67:

−0.51673758 68: 0.30764231 69: −0.88030827 70: −0.46954823 71: −1.061381 72: −0.25684392 73:

−0.044407751 74: −0.88750231 75: −0.013286038 76: 1.4483461 77: −1.314014 78: −0.73927134 79:

−0.64270085 80: −0.63794053 81: −0.60478133 82: −0.30900621 83: −0.12258168 84: −0.42564362 85:

−0.26520431 86: −0.11208617 87: 0.43734992 #

−0.003330576550580226 1: 8.918601 2: −2.3055892 3: 3.1710715 4: −0.15590623 5: 4.4929414

6: 8.9671669 7: 3.5218017 8: −0.39461762 9: 2.7775333 10: 1.1787916 11: 0.15996362 12: 2.4074681

13: −3.6746743 14: 0.4590081 15: −1.2401536 16: −0.21795638 17: −2.150651 18: 1.5083847 19:

−2.3201568 20: −1.4036152 21: 1.2891895 22: 1.8004652 23: −2.8867595 24: −0.48214114 25:

−0.6927855 26: 1.416193 27: 0.6444248 28: −1.7029501 29: 0.43822736 30: −0.49788377 31:

−0.52655113 32: −1.7165399 33: −1.1928347 34: −0.22806802 35: 0.57792765 36: −1.309574 37:

−2.4833274 38: 0.51614594 39: −1.1733458 40: 0.19606277 41: −0.48785424 42: 0.74374002

43: 1.6714115 44: −1.012743 45: 0.2366548 46: 0.19854921 47: 0.11224885 48: −0.12991515

49: 0.75364155 50: 1.8194386 51: 0.83108264 52: −0.0015029972 53: 1.4728006 54: 0.20966282

55: 0.92609775 56: −0.79182535 57: −0.32760841 58: −0.0991785 59: −1.0574496 60: 0.37978888 61:

−0.10320935 62: 0.60087049 63: −0.052789245 64: 0.46512586 65: 0.98970068 66: 1.4638492 67:

−0.57553667 68: −0.0046812133 69: −0.0082963342 70: −0.15113865 71: −1.3569248 72: 0.56353962

73: −0.0099311648 74: −0.091379911 75: 0.49824885 76: 0.06418056 77: 0.8926155 78: 0.67386544

79: 0.96177387 80: −0.68476832 81: 0.09199404 82: 0.31347424 83: −0.13139787 84: −0.28070489

85: −0.36300245 86: −0.56763732 87: 0.36510098 #

−0.003330576550580226 1: 1.6040151 2: 0.24394807 3: −0.09684144 4: −2.4873862 5: 1.2782253 6:

−3.957773 7: 1.591818 8: 5.2486348 9: −3.780654 10: 0.71394485 11: 0.55227733 12: 2.4138548 13:

−0.35664403 14: 0.24096936 15: 0.61735266 16: −1.0579739 17: −0.3856262 18: 0.43396828

19: 0.52961248 20: −0.58919561 21: 0.35186648 22: −0.27301615 23: −0.5683229 24: −0.66487145 25:

−0.83458596 26: −1.3270503 27: 1.6758934 28: −0.087032422 29: 0.037628613 30: 0.15866874 31:

−1.4669696 32: 0.069000371 33: −0.95354003 34: −0.042669386 35: −0.15571766 36: 2.2095904

37: 0.081673302 38: −0.59341264 39: 0.79293787 40: −0.73346049 41: −0.10772487 42: 0.011551697

43: −1.4501675 44: 0.17495763 45: −0.097596668 46: 1.0937287 47: −1.4059062 48: 0.44559744

49: 1.4810617 50: −0.18444139 51: −1.2559286 52: −1.2589086 53: −1.1882739 54: −0.43347055

55: 0.94245815 56: 0.26500198 57: 1.3265449 58: 0.17797512 59: −0.11993234 60: 0.26297709

61: 0.67024577 62: 0.11923546 63: 0.35726729 64: −0.64151269 65: −0.47890148 66: 1.0967112 67:

−0.12874754 68: −0.9067179 69: 0.91967088 70: 0.95822871 71: −0.20772138 72: 1.1771448

73: 0.3509993 74: −0.51153505 75: 1.0094274 76: −0.8650856 77: 0.41146982 78: 0.15137386 79:

−0.95347089 80: 0.16219261 81: −0.45549694 82: −0.73642898 83: −0.00017498361 84: −0.47792503

85: −0.35363454 86: −0.0076037394 87: 0.39873832 #

−0.003330576550580226 1: 3.1450987 2: 3.0755467 3: 3.8123691 4: −5.2419996 5: 3.5220785

6: 2.7474384 7: 3.2287869 8: −0.89663881 9: 1.4479074 10: 0.22962917 11: −0.68433446

12: 0.67356664 13: −2.3352745 14: 0.13635983 15: −1.3551366 16: −0.17511296 17: −0.53919446

18: 0.34350392 19: −1.4785919 20: 0.38314915 21: 1.0084164 22: −0.74683142 23: −1.01981

24: 0.92450368 25: 0.048945725 26: 2.4303942 27: 1.9733022 28: −1.084133 29: 2.4037261 30:

−0.20327578 31: −0.21382751 32: 0.38244691 33: −1.5787801 34: 0.58106166 35: 0.56194413 36:

−1.0568376 37: −0.39388707 38: 0.77245092 39: 0.22725876 40: 0.56400257 41: −0.71169043 42:

−1.4364457 43: 0.15108694 44: 0.1501902 45: −1.2559881 46: −0.47359699 47: 0.88458729 48:

−1.0644742 49: −0.26796979 50: 0.45492792 51: −0.35489604 52: −0.0036850711 53: 0.67428136

54: 0.18258713 55: 0.66911966 56: 0.85411978 57: 1.4131602 58: −0.17310233 59: 0.26988244

60: 0.63591391 61: −1.492577 62: 1.1587889 63: 0.24478087 64: −0.0090595074 65: 0.09246061 66:

−0.010267213 67: 0.0090993661 68: −0.34929219 69: 0.63706648 70: 0.64416522 71: 0.43840125 72:

−0.15390216 73: −0.22265123 74: 0.4152877 75: −0.98270524 76: −0.076135524 77: −1.5789219

78: 0.80812001 79: −1.4226592 80: 0.69282353 81: −1.2014222 82: −0.40982008 83: −0.36414981 84:

−0.32098812 85: −0.34560445 86: 0.05994729 87: −0.19077258 #

0.0019500884505873116 1: −0.27885634 2: 9.8825912 3: 5.0959301 4: 11.570415 5: −1.236788

6: 1.985296 7: 5.2343593 8: 0.62978274 9: 2.3628919 10: −4.0060329 11: −1.5498919 12: −5.6165047

13: 1.9572977 14: 1.525573 15: −1.4694535 16: −0.72089523 17: 6.3752151 18: −3.8398392 19:

−0.22521774 20: 2.0210238 21: −2.0194118 22: −0.11568941 23: −2.104739 24: 1.9838831

25: 3.0514641 26: 0.59763795 27: 1.0259111 28: 0.36511812 29: −1.4264234 30: 0.1027429

31: 2.357899 32: −1.9932759 33: 0.25746295 34: −1.3807032 35: −0.80859441 36: −1.3570629 37:

−0.43601882 38: 1.2783484 39: 0.33894697 40: −0.14031106 41: 0.36673552 42: 0.78659517

43: 2.2073028 44: −1.7938133 45: −3.3127129 46: 0.55814505 47: 0.23499101 48: −0.31328574 49:

−0.3678259 50: −1.0919495 51: −0.54220551 52: −0.10577908 53: 0.056796744 54: −1.0248491

55: 0.364755 56: −0.1218835 57: −0.37480712 58: 0.69237989 59: −0.72456926 60: 0.11871188 61:

−0.29808462 62: −0.33266142 63: 0.51533318 64: −0.40029058 65: −0.54870594 66: 0.74644834 67:

−0.043202028 68: −0.4499062 69: 0.57941437 70: −0.13789555 71: 0.21616811 72: 0.22102049 73:

−0.23642012 74: −0.23389414 75: −0.18306223 76: −0.10923698 77: 0.082572661 78: −0.31490263 79:

−0.28321487 80: 0.21753868 81: 0.26736733 82: −0.25724804 83: 0.3210631 84: 0.074870519

85: 0.12955892 86: 0.14472702 87: 0.19907668 #

0.0018972403340262014 1: 0.43924162 2: 11.232109 3: −3.9407368 4: −2.2011461 5: −11.28683

6: 11.626836 7: −2.2610507 8: 1.9518424 9: −9.4666557 10: −3.7131739 11: 10.517995 12: −6.7265964

13: −4.0587149 14: 6.8698277 15: 6.0822682 16: −1.0870117 17: 1.8049608 18: −3.1073513 19:

−2.3271327 20: 1.4725494 21: 3.9342456 22: 1.8926948 23: 3.0023232 24: 0.81837815 25:

−0.33446386 26: 0.58317035 27: −0.11714862 28: −0.81818438 29: −0.47216067 30: −0.54521555 31:

−2.5090654 32: −0.71020037 33: −0.075489208 34: −0.15132225 35: 0.75384641 36: 0.67422163 37:

−0.83866471 38: 0.21326746 39: 0.2087258 40: −0.65981603 41: 0.031596351 42: −0.67660743 43:

−0.17599575 44: 0.40585941 45: 0.66532815 46: −0.32825023 47: 0.21217279 48: −0.21592824

49: 0.049525786 50: 0.23724128 51: 0.015045444 52: 0.42865586 53: 0.066027313 54: −0.063017264

55: 0.014561494 56: 0.30450827 57: −0.55682224 58: 0.034693249 59: −0.099208049 60:

−0.030663054 61: 0.25848621 62: −0.17410555 63: 0.31677112 64: 0.37713161 65: 0.081454352 66:

−0.13391829 67: 0.060628474 68: 0.0038285842 69: 0.083007328 70: 0.072671026 71: 0.18354052

72: −0.029333215 73: 0.14277005 74: −0.0031624066 75: −0.28545249 76: −0.04553153 77: 0.2340052

78: 0.10836186 79: −0.26486248 80: 0.1415502 81: 0.034146793 82: 0.019663593 83: −0.11012109

84: 0.042360976 85: 0.053964235 86: 0.012122418 87: 0.02180534 #

0.003330576550580226 1: 4.2058864 2: −10.273238 3: 0.86963367 4: 0.76485717 5: 0.58796382

6: 6.4885211 7: −0.5382148 8: 1.6879342 9: 0.99313658 10: 1.3948026 11: −0.040827319 12: −1.919044

13: −2.0231805 14: 1.3912067 15: −0.651649 16: 3.206111 17: 1.5296158 18: 1.1393459 19:

−0.41099066 20: −0.96875608 21: 0.36818328 22: −0.98741603 23: 1.1284338 24: −3.8232245

25: 0.81427598 26: −0.40313891 27: −1.2148914 28: 0.74097633 29: 0.53082883 30: −1.3979726

31: 2.3583498 32: 1.422774 33: 1.4029665 34: −1.1116167 35: −0.12920739 36: −1.2420616 37:

−0.28832686 38: −0.50600088 39: 1.1798551 40: 0.19203396 41: −0.64383477 42: −1.9600604 43:

−3.0673683 44: −1.7651753 45: −0.47080824 46: 0.2957764 47: 0.74461073 48: −1.0844226 49:

−1.805436 50: −0.79785281 51: 0.92456198 52: 1.1694111 53: 1.044863 54: 0.16566463 55:

−0.46273881 56: 0.75328708 57: 0.41227534 58: 1.1220003 59: 0.14123106 60: 0.16303807

61: 0.97278911 62: −1.6178106 63: −0.48137847 64: 0.71833807 65: 0.20115498 66: −0.058812018

67: 0.086899623 68: −0.080147691 69: 1.0477471 70: 0.42553627 71: −0.27966115 72: 0.43006679

73: −0.63558483 74: −0.64211845 75: 0.61957252 76: −0.24969929 77: 0.14041242 78: 0.56654406

79: 0.4596808 80: −0.087941766 81: −0.55924523 82: 0.10006484 83: −0.11043978 84: −0.50888997

85: −0.21049897 86: −0.23463774 87: 0.40061915 #

0.003330576550580226 1: −4.0771055 2: −1.1504505 3: 2.7464559 4: −3.183337 5: 2.1268644 6:

−3.9230978 7: 0.34163719 8: 2.0293679 9: −4.1811166 10: 1.3721042 11: 0.75773573 12: −2.5267835

13: 0.18023184 14: 1.253926 15: 1.903635 16: 4.277389 17: −1.0687795 18: 2.2155018 19: −1.165033

20: 0.49952036 21: −0.53572905 22: −2.7601488 23: 0.46436167 24: −1.0921776 25: 0.40821484 26:

−1.8236394 27: −0.6932615 28: −0.47530422 29: −1.0037123 30: −1.4111601 31: −0.97893435

32: 0.59495652 33: −0.61701107 34: 0.9906022 35: 0.68052351 36: −0.63597757 37: −0.46423337 38:

−0.89762545 39: 0.13971765 40: −0.3625131 41: 1.1963357 42: 2.2367857 43: 0.054969501 44:

−0.94110113 45: −1.5583142 46: −0.44915068 47: −0.34900296 48: 2.1110771 49: −0.28557867 50:

−0.040807333 51: −0.40374312 52: −1.1042058 53: 0.65662706 54: 0.30161396 55: 0.22354984 56:

−0.87246823 57: −1.0906 58: −1.0315273 59: −0.56604338 60: 0.19954501 61: −0.13208917 62:

−0.10269781 63: −0.60582912 64: −0.43352944 65: −0.17152943 66: −0.55465734 67: 1.6623362 68:

−0.50636709 69: −0.233804 70: −0.50829476 71: 0.15316477 72: 0.020214388 73: 0.51832306 74:

−0.44554862 75: −0.4672696 76: 1.2049603 77: −0.17821534 78: 0.35580134 79: −0.073194116

80: 0.50485861 81: −0.38585055 82: −0.44239968 83: 0.056880467 84: −0.12791957 85: −0.73388392

86: −0.76353788 87: −0.59957105 #

0.00093557632919481044 1: −2.6901774 2: 0.12484454 3: −5.7668495 4: 3.0192795 5: 3.5229359

6: 1.7700055 7: 2.5609665 8: 0.29128727 9: 7.6276684 10: −8.8952122 11: −0.96227884 12: −1.0497365

13: −1.2142708 14: 4.7062192 15: 3.6511281 16: 8.7197504 17: −5.4372635 18: −4.8534231

19: 8.6003857 20: −2.3985815 21: 3.356118 22: −0.72012883 23: −2.1830902 24: −0.51483166

25: 0.088666141 26: −0.73958147 27: −0.082041442 28: −1.527185 29: −1.286461 30: −0.21008573 31:

−0.20750855 32: 0.99752599 33: −0.46010032 34: −0.93256456 35: −0.4783504 36: −0.16327481

37: 1.1467155 38: 0.089615069 39: −0.46824008 40: −0.29320472 41: 0.11233055 42: 0.067520261

43: −0.10295373 44: 1.1885079 45: −0.0014238653 46: 0.18009517 47: 0.61626351 48: 0.19040526

49: 0.29867285 50: 0.19637226 51: 0.32745302 52: −0.459636 53: −0.26479769 54: 0.14241518

55: 0.33911103 56: −0.24151367 57: 0.49422511 58: 0.28986484 59: 0.25873479 60: 0.34820062 61:

−0.20878318 62: 0.033185318 63: 0.22426644 64: −0.28322926 65: 0.068976313 66: 0.056422386

67: 0.21299103 68: −0.028575726 69: 0.1761578 70: 0.16310479 71: −0.011603817 72: 0.20116013

73: −0.18685398 74: 0.38147083 75: −0.13860913 76: 0.021649625 77: −0.061052207 78: −0.29507366

79: 0.30973631 80: 0.18700933 81: 0.21704787 82: −0.081009842 83: −0.058521919 84: −0.11607506

85: −0.18982829 86: −0.028044887 87: 0.10236598 #

−0.0013476262818821014 1: −7.7966084 2: 1.8707227 3: −23.323887 4: 1.0747559 5: 1.0184501 6:

−3.600925 7: 9.3491745 8: −7.7337961 9: −1.2228185 10: 7.7243834 11: 2.0076487 12: −4.368228 13:

−1.5946441 14: −0.2912291 15: −2.0482881 16: −0.38283157 17: −1.6580502 18: −1.0132759 19:

−0.17344542 20: 0.65646726 21: −0.49175465 22: 0.29616475 23: −0.65766221 24: −0.40362445

25: 0.31434533 26: 0.98643875 27: 0.016180724 28: 0.12472247 29: −0.22155482 30: −0.0517218 31:

−0.0058854236 32: 0.09278781 33: 0.34776777 34: −0.21737053 35: −0.091020077 36: 0.035350032

37: 0.2550841 38: −0.072128683 39: 0.0050051538 40: −0.072953671 41: 0.1237232 42: −0.10784111

43: −0.24674198 44: 0.10156032 45: −0.11400478 46: −0.0051734848 47: 0.070060618 48:

−0.062755756 49: −0.1003389 50: −0.024766795 51: 0.042309508 52: −0.045899741 53: −0.018923813

54: 0.026509475 55: −0.013425832 56: −0.057100177 57: 0.062299002 58: −0.0071787904 59:

−0.017751466 60: −0.080059178 61: 0.10251214 62: 0.19948693 63: −0.017395765 64: −0.065834261

65: 0.05320783 66: 0.13003403 67: 0.045583595 68: 0.015333543 69: −0.10374861 70: 0.017438892

71: −0.12824923 72: 0.1228321 73: 0.006350534 74: −0.13356683 75: 0.01609605 76: 0.019531524

77: −0.02920058 78: −0.017909111 79: −0.032119624 80: −0.081862949 81: 0.026391055 82:

−0.053974025 83: −0.042487528 84: −0.040375195 85: 0.027134888 86: −0.085319266

87: 0.014382792 #

−0.0016357233873406716 1: −3.8587921 2: −16.208611 3: −2.6007581 4: 2.9952328 5: −2.9244998 6:

−2.1342196 7: −8.6919346 8: 2.102823 9: −0.65605307 10: −3.5787513 11: 0.57963091 12: −3.8771913

13: 1.4609568 14: 1.0911566 15: −2.6927843 16: −0.73983127 17: −2.9269328 18: −3.2514834 19:

−1.6491545 20: −2.8616376 21: −2.9949863 22: 0.38679239 23: −0.50630879 24: 0.66747051 25:

−0.56378025 26: 2.5836411 27: −0.59832889 28: 0.37365031 29: 2.3311179 30: 1.4624356

31: 0.31802523 32: −0.90313685 33: −1.2535348 34: −0.47041008 35: 1.9334433 36: 1.0617839

37: 4.1906142 38: 0.26222989 39: 0.44094789 40: −0.27469787 41: 2.5724795 42: −0.9394781 43:

−0.5121271 44: −1.7902449 45: −0.76117063 46: −1.2025639 47: −0.75431925 48: −0.27811137 49:

−0.86414403 50: −0.0057006418 51: 1.9052811 52: 0.40665537 53: −1.2708704 54: −0.33689812

55: 0.49392983 56: −0.045317728 57: −0.43321306 58: −0.7863214 59: −0.14774203 60: 0.080907896

61: 0.56522685 62: 0.60004711 63: 0.2153769 64: 0.029641049 65: 0.096503533 66: 0.31114331 67:

−0.58736598 68: −0.25519821 69: −0.1153139 70: −0.040961515 71: −0.26411968 72: 0.11253919

73: 0.82753402 74: −0.017763685 75: −0.18250082 76: 0.085465781 77: 0.029048748 78: 0.57212704

79: 0.087843932 80: −0.32256076 81: 0.06564676 82: −0.047518075 83: −0.3899799 84: −0.23717856

85: 0.054492351 86: −0.093572512 87: 0.0057938704 #

0.003330576550580226 1: 5.7209835 2: 0.23666459 3: 1.730386 4: 0.35195339 5: 0.080441706

6: 0.4397411 7: 0.79212171 8: −3.2328453 9: 0.53677988 10: −1.278559 11: −1.9872284 12: −3.541455

13: 1.268319 14: −0.80598712 15: −1.9951948 16: 1.6678131 17: 0.39204028 18: −0.14329085

19: 0.0522938 20: −3.9440317 21: −0.70164174 22: 0.37428939 23: 1.37909 24: −0.080555849 25:

−0.21866828 26: −0.26640299 27: −0.11733657 28: 0.54316443 29: −0.98517901 30: −0.26204801 31:

−0.19700877 32: −0.53598785 33: −0.78479302 34: −1.9096892 35: 0.21801066 36: 0.68265325

37: 0.061487831 38: 1.0199002 39: 0.14417441 40: −0.060175069 41: −2.7730792 42: 0.2983031 43:

−0.44488677 44: −0.98700613 45: −0.61365366 46: 1.1833302 47: −0.68848914 48: 1.2433225

49: 1.9442695 50: −0.60836315 51: −0.33906472 52: 0.95265335 53: 0.22811827 54: 1.6679398

55: 0.2450835 56: 1.3480361 57: 0.38068792 58: −1.285329 59: 0.64653748 60: −1.0222931

61: 0.41674906 62: −1.0298935 63: 1.5975699 64: 0.53876853 65: −1.5039648 66: −0.16029453 67:

−0.27558342 68: 0.2916702 69: 0.0036349858 70: −0.85938823 71: −0.5335471 72: −1.0547386 73:

−0.0090008266 74: −0.11001433 75: −0.20822597 76: −0.074708924 77: 0.24800478 78: 0.29446042

79: −0.97626752 80: −0.87793279 81: 0.14734183 82: −0.15992483 83: −0.14554277 84: −0.44493255

85: −0.05211214 86: −0.14523202 87: −0.47606155 #

0.00072702940903027961 1: 11.480239 2: 4.4015856 3: 2.7414548 4: −1.7944015 5: 0.020670321 6:

−3.172972 7: 1.7720693 8: 0.33977011 9: −4.4583831 10: −1.7358112 11: 2.1295266 12: 1.8335074

13: 0.42079771 14: −3.1428821 15: −0.35652745 16: −2.6052432 17: −4.2545991 18: 0.119913 19:

−1.3009126 20: 1.0571593 21: 1.7554218 22: 0.98222196 23: −2.4740789 24: 2.3750913 25: −1.2592227

26: −1.2876878 27: −1.3512036 28: −0.99439675 29: −0.6929304 30: 2.0188313 31: 0.39963567

32: 1.9517349 33: 1.1965405 34: −0.96466547 35: 1.5519712 36: 0.37793252 37: −0.006880715 38:

−0.34347305 39: 0.069352545 40: 0.40852034 41: −0.1222181 42: 0.5076071 43: −0.59228605 44:

−0.22037746 45: −1.0914367 46: 0.544662 47: 1.3248136 48: −0.10031602 49: 0.41528448 50:

−0.84254622 51: 0.090518124 52: −0.36615625 53: 0.93545157 54: 0.65838861 55: 0.038296822 56:

−1.7492578 57: 0.14129707 58: 0.39605069 59: −0.57719308 60: 0.39486134 61: −0.01404435 62:

−0.79504615 63: 0.92434222 64: 1.1236246 65: −0.91369331 66: 0.25839856 67: −1.2276139

68: 1.7978841 69: 0.44832402 70: 0.10241497 71: 0.012899262 72: 0.17863631 73: 0.71144456

74: 0.29484099 75: 0.059212424 76: 0.26446101 77: −0.15068734 78: −0.12540962 79: −0.035991069

80: 0.058723163 81: 0.23377629 82: 0.064840928 83: −0.88246381 84: −0.19494149 85: 0.40759304

86: 0.39069259 87: −0.31211245 #

0.0029534900415909534 1: 12.400963 2: 4.2546644 3: −0.41324967 4: 3.0709786 5: −0.27842081 6:

−1.2178549 7: 2.344552 8: −0.065143779 9: 1.4606165 10: 1.0544931 11: −2.142359 12: 2.1907766 13:

−1.5534158 14: −0.69449091 15: 0.29213595 16: −3.1575935 17: 1.0698617 18: −2.5730839

19: 0.0092338799 20: −2.99612 21: −0.1943074 22: −0.86630803 23: 1.6802975 24: −1.0868572 25:

−1.5044321 26: −1.582459 27: 1.117466 28: −0.57524675 29: 0.018987674 30: 1.4091095 31:

−1.0078969 32: 1.5285796 33: 0.31792575 34: −0.12233579 35: −0.34751469 36: 0.051566206 37:

−0.022006385 38: 0.26128823 39: −1.0277607 40: −1.3792479 41: 0.59065032 42: −2.1147952 43:

−0.15735847 44: 1.2849991 45: −0.53021276 46: 0.85332453 47: −2.4224534 48: −1.7809808 49:

−0.53126109 50: −1.4790729 51: −0.88244933 52: −0.72955728 53: 1.2992866 54: 0.40387648

55: 0.015153798 56: 0.11678315 57: −0.38129348 58: 0.88556302 59: −0.087197445 60: 0.38062981

61: 0.42040733 62: 0.92759228 63: −0.3889952 64: −0.19115527 65: 0.35612798 66: −0.088825949

67: −0.0031237327 68: −1.119221 69: 0.26062384 70: −0.45653608 71: 1.213123 72: 0.24663816

73: 0.32365286 74: 0.69991243 75: 0.0058952384 76: −0.10694939 77: −0.14535566 78: 0.55809158

79: 0.056639977 80: −0.66649711 81: 0.91455543 82: 0.41167188 83: −0.37185481 84: 0.77568609

85: −0.37804151 86: 0.45219046 87: 0.28834942 #

0.0020268778993984839 1: 11.932061 2: −0.54239619 3: 4.2213945 4: −5.9421682 5: −2.619386

6: 2.3564994 7: −2.7465849 8: −3.8928757 9: −4.162075 10: −1.7486995 11: 0.47773656 12: −4.1929479

13: −2.0677514 14: −6.5466743 15: 0.092173383 16: 0.91300637 17: −1.0412949 18: 3.4058571

19: 3.6996002 20: 3.7471523 21: −0.1068441 22: 1.0975643 23: −1.3388216 24: 1.3413877

25: 3.6972344 26: 1.4300827 27: −0.18405136 28: 0.59656787 29: 0.032527361 30: −3.2063987

31: 1.3294622 32: 1.2466725 33: −0.6915769 34: 2.29409 35: −1.6047076 36: −0.53606254

37: 2.0452888 38: −0.7539885 39: 0.77716249 40: −3.2375765 41: 0.10940029 42: −1.2017024

43: 0.92225856 44: −0.76386726 45: −0.2991994 46: 0.59694391 47: −0.55408794 48: −0.46362504

49: 0.58976698 50: 0.62997901 51: −0.031874478 52: −1.2171367 53: −0.050087653 54: −0.59428918

55: −0.059566271 56: −0.22709765 57: 0.178231 58: 0.34874552 59: 0.91884744 60: −1.374855

61: 0.59586394 62: 0.01659002 63: 0.39488176 64: 0.23214574 65: 1.2436252 66: 0.88398963 67:

−0.21129984 68: 0.16651997 69: −0.46138206 70: −0.45318407 71: 0.22434828 72: 0.11926489

73: 0.49209055 74: 0.43054074 75: 0.14348413 76: −0.013169435 77: −0.051100992 78: 0.080900505

79: −0.18882868 80: 0.1539721 81: 0.23456702 82: 0.33220461 83: −0.068677895 84: −0.2610451 85:

−0.46393099 86: 0.03763498 87: 0.102527 #

−0.003330576550580226 1: 9.2099752 2: 0.10233181 3: 1.9269702 4: −2.1939819 5: −1.9438351

6: 3.0239697 7: −5.1489539 8: −5.0794964 9: −1.1390828 10: 0.33780786 11: 1.8522336 12: −7.0093985

13: −2.1220815 14: −7.3823423 15: 1.5933274 16: 3.5308435 17: 2.6375818 18: 2.7540584 19:

−0.99151331 20: 0.0083616357 21: 0.54905522 22: 0.68470973 23: −1.4407222 24: −1.9258854 25:

−0.28219196 26: −0.25906509 27: −0.60497737 28: −1.8318855 29: −2.0681658 30: 2.9541204

31: 2.6221907 32: −0.93029034 33: −1.8050101 34: 0.52987593 35: 0.48732564 36: 0.91307831

37: 0.12632039 38: 0.6361919 39: −2.6943514 40: 3.1532407 41: −0.1327378 42: 0.31272578 43:

−0.35162035 44: 1.9987303 45: 0.43408412 46: 0.083819687 47: 0.53805685 48: 0.55005115 49:

−0.69969761 50: −1.0889786 51: 0.44436994 52: −0.47532484 53: 0.11296681 54: −0.26162675

55: 0.083675936 56: 0.43792534 57: 0.46311471 58: −0.87382078 59: 1.1646171 60: 0.038086068 61:

−0.10682595 62: −0.32176739 63: −0.87397802 64: −1.7255341 65: −0.12923253 66: −0.0063713025

67: −0.32136509 68: −0.46372363 69: 0.2720727 70: −0.040819522 71: 0.093332551 72: −0.10163796

73: 0.054285415 74: 0.51410824 75: 0.42510664 76: −0.44858062 77: 0.094385475 78: −0.039332729

79: 0.11206785 80: 0.043272279 81: 0.3098256 82: −0.31685907 83: −0.15600948 84: 0.26660839

85: 0.095404632 86: 0.07407812 87: 0.23526323 #

−0.003330576550580226 1: 4.8919382 2: 6.5307918 3: 4.6522961 4: 0.50912267 5: 1.0186707 6:

−1.6481709 7: −1.5135888 8: −1.650799 9: 2.0391626 10: 3.3697751 11: 0.28303525 12: 0.80901867

13: −0.7322185 14: 2.4035478 15: −0.92959404 16: −0.11080018 17: 1.1656927 18: −0.061241843

19: 0.093886204 20: 0.41603193 21: 1.5590807 22: −0.079786256 23: −1.3937597 24: −0.93761557

25: −1.2395495 26: 0.47965881 27: −1.8439426 28: −1.0782979 29: 2.3248599 30: −0.25143835 31:

−0.11789405 32: 0.25579667 33: −0.023998141 34: −0.48568967 35: −0.30022782 36: 2.9556475

37: 0.45612425 38: −0.54248434 39: −0.51530242 40: −0.71495318 41: −0.029934257 42: 0.019748591

43: 0.59214228 44: 0.064154685 45: −0.10139915 46: −0.24000387 47: 0.70566356 48: 0.43672034

49: 1.5145738 50: 0.32631695 51: 0.011702045 52: 1.2934036 53: 0.23414563 54: −2.2872193 55:

−0.83546925 56: −0.38473645 57: 0.040741041 58: 0.21569888 59: −0.32376489 60: −1.4367403 61:

−0.24261849 62: −0.6142832 63: 1.1440008 64: −1.2322909 65: −0.65854615 66: 0.067190781

67: 0.18490925 68: −0.73051834 69: −0.037479538 70: 1.7830526 71: 0.53027761 72: −0.33125749

73: 0.54123253 74: −0.90944654 75: 0.51352841 76: 0.45196581 77: −1.105139 78: 1.0859764

79: 0.75343102 80: −0.30513814 81: 0.98500597 82: 0.011409609 83: 0.49440524 84: −0.14414717

85: −0.52839154 86: 0.30832028 87: −0.39584917 #

−0.003330576550580226 1: 3.3829088 2: 2.943239 3: 3.1921368 4: −7.1808729 5: −0.58675814

6: 0.78415442 7: 2.0849354 8: −2.3231814 9: −1.2042598 10: −0.67835438 11: −3.815778 12:

−0.030315256 13: −1.9011153 14: 0.15897124 15: −0.94414741 16: 1.256176 17: 1.2059518 18:

−2.8228135 19: −0.78729898 20: −0.21089606 21: 1.2398977 22: 0.40475592 23: −2.1799212 24:

−1.4266895 25: 0.61812282 26: 0.20725577 27: −2.2211232 28: 1.0998532 29: 1.8443335

30: 0.45508903 31: 0.81324655 32: 0.1167727 33: 0.24159066 34: −0.94804347 35: 0.43025914 36:

−1.5013132 37: −0.41262493 38: −0.27913424 39: 1.452195 40: 0.89614612 41: 0.45674798 42:

−0.69670659 43: 0.20472988 44: −0.68425399 45: 1.8435879 46: 0.36953163 47: −0.14509733 48:

−0.059769865 49: −0.8294245 50: 0.11404043 51: −0.55319852 52: −0.68372446 53: −0.91018629

54: 0.94105601 55: −1.0993478 56: 0.56316334 57: −1.2337679 58: −0.96762305 59: 0.86326998 60:

−0.35409802 61: −1.7822696 62: 0.67693377 63: 0.59586 64: 0.77106255 65: −0.08978609 66:

−0.55685008 67: 1.2705643 68: −0.11793981 69: 0.20805952 70: 0.71785802 71: −0.9783408

72: 0.13318537 73: 0.63180852 74: 0.044601873 75: 0.2948941 76: −0.057511415 77: 0.80193365

78: 0.1222982 79: −0.57889193 80: −0.61818993 81: 0.11715686 82: 0.32118329 83: 0.84990716

84: 0.5679155 85: −0.84811169 86: 0.93442708 87: −0.53476751 #

−0.003330576550580226 1: 3.5024867 2: 6.5884976 3: 3.7849009 4: 5.5771961 5: −0.03644076 6:

−2.7955492 7: −3.0185244 8: −0.16116621 9: 2.5598824 10: 3.5982747 11: 2.4496856 12: 1.4353561

13: −2.3376217 14: 1.5091493 15: −1.8332916 16: −1.7814847 17: 1.6831902 18: 0.072118565

19: 1.0114408 20: −2.0413392 21: 1.1551036 22: −2.3068783 23: −0.18732563 24: −1.1784918

25: 0.81769562 26: −0.1530675 27: −1.8969883 28: −0.93342912 29: −0.20815188 30: 0.90363717

31: 0.15585786 32: −2.2690792 33: 0.50958693 34: −0.22805445 35: −1.7601552 36: −0.43514973

37: 0.42182469 38: −1.4265219 39: 1.177421 40: 0.19416071 41: −0.2984713 42: 0.79903913

43: 0.77090704 44: 2.215426 45: −0.26119217 46: −2.4548171 47: 0.1670278 48: 0.23921137 49:

−0.46533313 50: 0.55348539 51: −0.16265169 52: 0.38286695 53: 0.34055299 54: −0.93140322 55:

−0.17951404 56: 0.47119045 57: −0.50182968 58: 1.0053712 59: 1.9179566 60: 0.16939951

61: 1.78549 62: 1.0711477 63: 0.94986969 64: 0.6953724 65: 0.078478552 66: 0.31181556 67:

−0.44148761 68: −0.23631665 69: −0.012911069 70: −0.3361088 71: 0.10542285 72: 0.14072527 73:

−0.14097579 74: 0.2793099 75: 0.19883379 76: 0.19943306 77: 0.10022207 78: 0.020472348 79:

−0.042941101 80: 0.064625442 81: −1.0609422 82: 0.42016992 83: 0.27064243 84: −0.14592318

85: 0.50374359 86: −0.65554547 87: −1.0872025 #

0.003330576550580226 1: 1.9507116 2: −11.019697 3: −2.6828804 4: 5.4480629 5: 5.7107086

6: 6.9693308 7: 2.66974 8: 3.2545464 9: −1.9070691 10: 0.99127346 11: −2.2294374 12: 2.7105196 13:

−3.1338248 14: 1.5385495 15: −0.67776555 16: 1.5831238 17: −0.5545975 18: 0.12189388 19:

−3.4824948 20: 0.54062164 21: −1.5836126 22: −2.3674173 23: −1.9569142 24: 0.007869835

25: 0.49454546 26: −2.1373594 27: 1.9552969 28: 1.1393875 29: −1.3862598 30: 1.9857892

31: 0.16729748 32: 0.81011742 33: −1.4185259 34: 0.24046826 35: 0.82870692 36: 0.15950572 37:

−0.79740018 38: −0.16591235 39: 0.96315569 40: −2.1959643 41: 2.8853498 42: −0.43963414

43: 0.85861981 44: 0.64902544 45: 2.0380046 46: 1.5051774 47: 1.3050799 48: 1.0160776

49: 0.51463306 50: 0.30809772 51: 0.47857744 52: 2.0385702 53: 0.6751821 54: −0.74133307 55:

−0.57322341 56: 0.13433874 57: −0.27051914 58: −0.51146394 59: 1.6747578 60: 0.12013735

61: 0.54918289 62: −1.1039402 63: 0.057252187 64: −0.21718289 65: 0.30045113 66: 0.86003029

67: 0.25052261 68: 0.12187614 69: −0.087335959 70: −0.15423696 71: 0.54607618 72: −0.4881106

73: −0.41245741 74: 0.19769716 75: −0.89351356 76: −0.13735279 77: −0.2327853 78: −0.23674634

79: −0.98305404 80: 0.52078742 81: 0.63322812 82: 0.58455044 83: −0.090681896 84: 0.022197129

85: 0.30395666 86: 0.30433914 87: −0.217499 #

0.003330576550580226 1: −1.3436253 2: −0.93941635 3: 0.34727129 4: −4.000988 5: 3.6346951 6:

−2.0202615 7: 2.8455384 8: 2.3817055 9: −1.1053888 10: −0.021449149 11: 0.5917924 12: 1.05388 13:

−0.72289419 14: 0.42895883 15: 2.1116214 16: 0.92751497 17: −1.8995572 18: 1.0356827 19:

−0.83366108 20: −0.16999248 21: −0.48544282 22: −1.7330638 23: 1.7139575 24: 1.0412071 25:

−0.094441161 26: 0.47909549 27: 2.0350492 28: −0.79608703 29: −0.017424189 30: −1.4338908 31:

−0.18901214 32: −0.35805777 33: −0.99202484 34: 0.13780618 35: −0.15510346 36: −1.3227181 37:

−0.10028049 38: 0.26590782 39: 0.93775231 40: 1.2771348 41: −0.42096636 42: 0.78392965 43:

−0.35746196 44: 0.32524577 45: −0.44138062 46: −1.7038687 47: −0.31887752 48: −0.026019525

49: 0.00052639912 50: −1.0878571 51: −0.18844727 52: −0.059497412 53: 0.59026122 54: −1.0394223

55: 1.0100427 56: 1.132426 57: 1.2046562 58: 0.21211471 59: 0.59887296 60: −0.21160595

61: 1.0129697 62: −1.1150941 63: 0.070315979 64: 1.0367281 65: −0.34955642 66: 0.32304484 67:

−1.1201361 68: −0.48632643 69: −0.64808732 70: −1.1307749 71: −0.79533523 72: 0.47282416

73: 0.96091819 74: −0.89764357 75: −0.57210386 76: 0.10012428 77: −0.027124282 78: −0.25215131

79: 0.33998123 80: −0.23809782 81: 1.1138523 82: 0.016608508 83: 0.14363414 84: 1.3560621 85:

−0.93441159 86: 0.64719403 87: −0.48639837 #

0.003330576550580226 1: −1.3158712 2: 0.9707914 3: 3.1719823 4: −4.840673 5: 3.0936675

6: 1.5288476 7: 3.3780329 8: 4.2238803 9: −0.16770123 10: −0.019811096 11: 0.68480086 12:

−0.034741119 13: −0.02114979 14: −1.2866874 15: 0.79995006 16: 1.5080215 17: −1.4229754 18:

−0.75168186 19: −1.1788121 20: 0.69550902 21: −1.0135601 22: −0.75650036 23: −0.5917927 24:

−1.2025844 25: 2.1475875 26: 0.43937358 27: 0.21717836 28: −1.3248004 29: 0.59354568 30:

−0.31240404 31: 0.26002195 32: −0.22554828 33: −1.3846747 34: 0.52712202 35: −0.34480843 36:

−0.21859333 37: −0.54067677 38: −1.0477362 39: −0.86044204 40: 0.73218143 41: −0.58861345 42:

−0.29176298 43: 0.18470328 44: 0.75417542 45: −0.48993623 46: −1.1898146 47: −0.72130287 48:

−0.15107831 49: −0.6868965 50: −0.6021902 51: −0.25264573 52: 0.73405951 53: −1.7278494 54:

−0.4759106 55: −0.9581688 56: −1.0138706 57: −0.084222935 58: −1.3911563 59: 0.45293966

60: 0.68471515 61: −0.36915445 62: 0.54453796 63: 0.70223743 64: 0.59519744 65: −0.8628124

66: 0.93341041 67: 0.44959635 68: −0.17626347 69: −0.38861635 70: −0.018148063 71: 0.5389356

72: 0.71031916 73: −0.17292403 74: −1.1173062 75: 0.90167135 76: 0.54226488 77: 0.94917798

78: 0.66493577 79: −0.19910811 80: −0.069018558 81: 0.14457518 82: 0.51556104 83: −0.22483137

84: 0.67606121 85: 1.1257299 86: 0.16160756 87: 0.81155276 #

−0.0018087115978009983 1: −9.9491262 2: −0.45659417 3: 3.2891505 4: −0.11462954 5: 1.8582008

6: −2.3300738 7: 2.9500461 8: 3.6515126 9: −3.6656382 10: −2.1517365 11: −0.87704921

12: 0.15539017 13: −0.13543864 14: −2.2653666 15: 1.1439101 16: −0.46112978 17: −2.6953235 18:

−2.8058879 19: −2.1647458 20: −0.028800163 21: −1.2686228 22: −1.3230211 23: 0.28681833

24: 0.15093741 25: 2.4514618 26: −1.2292511 27: −1.0463799 28: −0.090019494 29: 1.1452821 30:

−1.4161206 31: 0.42701897 32: −0.39857301 33: 0.33894461 34: −0.22912827 35: 0.062416606

36: 1.9250615 37: −0.74576318 38: −0.087498635 39: −0.58594918 40: −0.47412258 41: −1.4470967

42: −0.59718144 43: 0.09468969 44: −0.021814467 45: −0.27346444 46: 0.57112187 47: 1.2442243

48: 1.2755759 49: −1.6541188 50: 0.41868493 51: 0.36696419 52: −0.9590854 53: 1.4340173 54:

−0.30951533 55: −1.5828447 56: 0.23006968 57: 0.29946247 58: 0.22605401 59: −0.74504852 60:

−0.2256089 61: 0.27168304 62: 1.1512096 63: −0.96407551 64: −0.059383538 65: −0.27408102 66:

−1.1141781 67: −1.3486671 68: −0.91695899 69: −0.4751054 70: 0.77414888 71: 0.32459 72:

−0.12374441 73: −0.71892387 74: 0.42266324 75: 0.10231933 76: 0.92997658 77: 0.85771537 78:

−0.47848618 79: −0.68670875 80: −0.49111453 81: 1.2695304 82: 0.23118316 83: 0.093918689 84:

−0.79551268 85: −0.12334124 86: −0.59602612 87: 0.22202884 #

−0.003330576550580226 1: 5.8637757 2: −9.9825153 3: −1.3864986 4: 3.7755594 5: 1.9810551

6: 5.9261589 7: 2.0591137 8: 1.4179028 9: −2.8670921 10: 1.2827179 11: 0.51069009 12: 2.7566116

13: −1.0318092 14: 5.8409891 15: 2.453907 16: −1.4336371 17: 2.6721907 18: 2.6253684 19:

−1.1450388 20: 0.95642722 21: −0.68922752 22: −0.63180703 23: −1.2727717 24: 2.6737196

25: 2.5429664 26: 0.12496121 27: 0.70460039 28: 0.61082274 29: −2.6253922 30: 2.9772513

31: 1.4704022 32: 2.6366663 33: 0.59462577 34: −1.7308691 35: −2.8416824 36: 1.8223454

37: 1.8723491 38: 0.31541702 39: 1.2786952 40: 0.20529886 41: −2.3980207 42: 0.4039337 43:

−1.0958207 44: −1.1642426 45: 0.81780392 46: −1.8876129 47: −0.87910926 48: 0.47651336 49:

−0.31036353 50: 0.81277901 51: 0.57417709 52: −0.48608726 53: 0.038678579 54: 1.2284206 55:

−0.13300143 56: −0.91738433 57: 1.1555263 58: 0.090056382 59: −0.43537176 60: −0.38387787 61:

−0.9908492 62: 0.47343999 63: −0.011526085 64: −0.71371078 65: 0.026976289 66: 0.051007312

67: 0.71084046 68: −0.64197159 69: −0.33844063 70: −0.045717873 71: −0.56054622 72: 0.051615499

73: 0.41121837 74: 0.65057576 75: 0.54327095 76: 0.26035652 77: −0.52896899 78: −0.23127164

79: 0.3524617 80: −0.24086736 81: 0.11925521 82: 0.080059394 83: 0.010276271 84: 0.36877257

85: 0.15841663 86: −0.14087231 87: −0.074028924 #

−0.0015858157829818217 1: 2.0883245 2: −6.4719901 3: −0.83055037 4: −4.0124822 5: −1.584533

6: 3.4442372 7: 5.0622163 8: 9.4115982 9: 4.5804567 10: 1.9651678 11: 4.8765759 12: −0.95423251

13: 8.2563066 14: −3.4564598 15: −1.9124181 16: 0.80265266 17: 0.26535338 18: −1.6216221

19: 1.5909601 20: 3.5689068 21: 0.34506276 22: −0.43104431 23: −1.4937686 24: −0.28332224

25: 0.084367178 26: 2.1458566 27: −2.0169153 28: 0.59910655 29: −0.24338524 30: 1.0688 31:

−0.021978159 32: 1.015671 33: 0.25432023 34: 1.8178529 35: −1.8832308 36: 0.54178053

37: 0.18022253 38: 0.59396631 39: 0.15619493 40: −0.053717207 41: −0.36186832 42: 0.69574678

43: 1.2223178 44: 0.47033295 45: 2.4558377 46: −0.40047166 47: −0.86391413 48: −1.8204731

49: 0.55548364 50: −0.40956348 51: −0.30853447 52: −0.34457603 53: 0.99584061 54: 0.38462019

55: 0.33260402 56: 0.58035827 57: −0.97214371 58: −0.059460159 59: −0.71540612 60: 1.0810293

61: 1.1018376 62: −0.93851775 63: 0.2399784 64: 0.13933 65: 0.080727756 66: −1.2611846

67: 0.15461834 68: −0.33013773 69: 0.77019066 70: 0.1867961 71: −0.52667207 72: −0.90858626

73: 0.087602384 74: −0.83025241 75: −0.27157259 76: 0.47756934 77: 0.05647862 78: 0.55593252

79: −0.3144294 80: 0.36774859 81: 0.30203703 82: −0.28094372 83: −0.27261075 84: −0.11728917

85: 0.24105154 86: 0.11707048 87: 0.019343013 #

−0.003330576550580226 1: −1.3259747 2: −0.81137985 3: 1.4334838 4: −1.7649548 5: 3.6129992

6: 0.29705635 7: 1.2894326 8: −0.10095613 9: −2.3867192 10: 1.7502738 11: −0.19358803

12: 0.50865448 13: 0.3514927 14: −0.64236754 15: 4.1707873 16: 4.8303452 17: 3.4271297

18: 1.7873092 19: −1.7034998 20: −0.70197618 21: −2.1089077 22: −0.48871359 23: −0.62036341

24: 2.3210227 25: 2.126719 26: 1.1654752 27: 2.4087574 28: 1.4107223 29: 2.3072691 30:

−0.81872845 31: −2.2211478 32: 1.9796011 33: 0.23920904 34: 0.93012995 35: −0.60235846 36:

−0.088530228 37: 1.7537847 38: 0.88093865 39: −0.35249573 40: 1.8679098 41: 0.88367492 42:

−0.3762452 43: 0.66681099 44: 1.1645045 45: 1.0631882 46: 0.50139904 47: 0.60997486

48: 0.099085584 49: −0.28998566 50: 0.30199984 51: 0.032218505 52: 0.14505504 53: −0.70199054

54: 0.63631988 55: 0.65796453 56: 0.46654585 57: −1.8316227 58: 0.64973044 59: −0.03867637

60: 0.87000394 61: −0.038856808 62: 1.2103601 63: 1.587211 64: −0.064324111 65: −0.82001442 66:

−0.31918877 67: −1.2849535 68: 0.49531212 69: 0.65561968 70: 0.36848164 71: 0.21935652

72: 0.31024703 73: −0.95345819 74: 0.2128519 75: −0.153165 76: −0.46214783 77: −0.069486707 78:

−0.46384981 79: 0.76563936 80: −0.81284559 81: 0.15845466 82: −0.72415864 83: −0.0056166188 84:

−0.17356507 85: −0.22766653 86: −0.24717945 87: −0.36597544 #

−0.003330576550580226 1: −1.4225143 2: −3.3811448 3: −1.3460624 4: −2.4572864 5: −1.2485046

6: 1.5272132 7: 3.8467693 8: 3.6000576 9: −2.5641577 10: −0.67970216 11: −1.2237694 12:

−0.66455346 13: −1.7749182 14: 1.801129 15: −0.073441938 16: −1.0443138 17: 2.9320962 18:

−0.62133968 19: 0.24629931 20: −2.5408921 21: −1.9696916 22: −0.15611142 23: −0.55407423

24: 0.17331484 25: −2.6666267 26: 0.11005254 27: −0.76523972 28: 0.82345724 29: 2.1196442 30:

−0.10236285 31: 1.7822025 32: −0.34777778 33: −2.6759152 34: 0.95936936 35: −0.20149407 36:

−0.27700329 37: 1.0371037 38: −0.35205483 39: −1.3395022 40: −1.517821 41: −1.6165372

42: 1.5603799 43: −0.14268057 44: 1.0620614 45: −0.2145381 46: 0.025638459 47: −0.10914129 48:

−0.17478488 49: 0.4742581 50: −0.48568475 51: −0.023864167 52: 0.11586545 53: −0.062558644

54: 0.021825971 55: 0.30173782 56: −0.29385743 57: −0.56683713 58: 0.94771284 59: 0.29573876

60: 0.014790609 61: −0.34971812 62: −0.33196506 63: −0.87879521 64: 0.40384069 65: 0.058484275

66: −0.13888034 67: 0.19267932 68: 0.83802092 69: 0.60410917 70: 0.38784978 71: −0.045576707

72: −0.18632713 73: −0.15257339 74: 0.1837924 75: 0.1415422 76: 0.25753227 77: 0.00010349972

78: −0.44107446 79: 0.05193444 80: 0.12665264 81: −0.25195363 82: −0.21478599 83: −0.11333102

84: 0.080544256 85: −0.26152048 86: −0.025861861 87: 0.1800579 #

0.003330576550580226 1: 12.88688 2: 7.6728315 3: 3.7184772 4: −4.2598038 5: −1.1576847 6:

−0.6589455 7: −0.12417337 8: −3.7127607 9: 1.2203434 10: 1.8098245 11: 0.71039736 12: 2.0804777

13: −2.7874148 14: −3.1586065 15: 1.3173382 16: 0.94230872 17: −0.76273376 18: −1.9022322 19:

−0.086186662 20: −2.3211615 21: 0.149593 22: 1.1707815 23: 0.083588153 24: 1.7598888

25: 0.15474093 26: −0.142803 27: −0.67765546 28: −0.41080022 29: −0.41189691 30: 0.66072643

31: 0.3543807 32: 1.1919838 33: 0.072597109 34: 0.34267452 35: 0.18416306 36: 0.61917019

37: 0.87496203 38: 1.0489271 39: 0.74451184 40: 0.050107613 41: −0.090185337 42: 0.79754627

43: 0.13573256 44: −0.040791694 45: −0.44517997 46: −0.88015085 47: −0.84163201 48: 0.55422693

49: 0.70137566 50: −0.5168348 51: 1.9540147 52: 1.2281084 53: 0.31411505 54: 0.47722226

55: 0.52601123 56: −1.2655801 57: 0.012280421 58: 0.6504724 59: −0.17440858 60: 0.0096336165

61: −0.12215171 62: 0.67708731 63: −0.88185388 64: 0.29823485 65: 0.63555801 66: −0.56147951

67: −0.13271585 68: −1.3561636 69: 0.63261569 70: −0.61726475 71: 0.18187062 72: −1.0094401 73:

−1.2734075 74: −1.1442035 75: −0.43973461 76: −0.10631246 77: 0.30288884 78: 0.75480568 79:

−0.6100018 80: 0.29362202 81: 0.017575556 82: −0.12277605 83: −0.17429066 84: −0.1350536 85:

−0.035917569 86: −0.69957954 87: −0.38850522 #

0.00091470626985905084 1: 7.3784966 2: 4.8459315 3: 0.99026364 4: −6.222187 5: −3.2786598

6: 4.2420106 7: −1.4449238 8: −2.2808609 9: −1.4829886 10: −4.5230999 11: 2.6087584 12: −4.3234897

13: −4.4426599 14: −4.7678609 15: −3.2571344 16: −1.5333452 17: −2.6526148 18: 1.5474545

19: 3.6030548 20: −4.077352 21: −3.4779377 22: −2.7278492 23: −2.5425501 24: 1.846383 25:

−0.42956391 26: −2.9031358 27: 2.0370779 28: 3.6792727 29: −0.36483341 30: 1.3399615 31:

−2.5355213 32: −2.2175422 33: 2.7985163 34: −0.54378569 35: −0.60952413 36: 0.97480601 37:

−0.13065526 38: −1.4198263 39: 0.051092677 40: −0.88236183 41: −0.3525922 42: 0.37660906

43: 0.41154668 44: −0.41369507 45: 0.76735151 46: −0.77596855 47: 0.31144658 48: −0.99239349

49: −0.46655914 50: 0.63673824 51: −0.85369796 52: 1.1574687 53: 0.38414702 54: −0.68200344 55:

−0.65493113 56: 0.40630376 57: 0.28687242 58: −0.15555534 59: −0.83930945 60: 1.3784143 61:

−0.85099256 62: −0.27637884 63: −0.16698985 64: −0.39109907 65: −0.10090256 66: −0.6203655

67: 0.23265249 68: 0.12762587 69: −0.15666832 70: −0.20852548 71: −0.31870311 72: 0.38570139

73: −0.1223087 74: −0.51973826 75: 0.058174726 76: 0.19981381 77: −0.17149107 78: −0.071773522

79: 0.12524465 80: −0.28136277 81: −0.30190554 82: −0.20720464 83: 0.352871 84: 0.27761251

85: 0.089949146 86: 0.046119336 87: 0.082288712 #

−0.003330576550580226 1: 16.208258 2: 5.0280037 3: 0.82172555 4: −6.9475951 5: −3.3456998 6:

−1.9767576 7: −3.7032745 8: −3.4155843 9: 7.0004339 10: 4.3763795 11: −0.7983644 12: 2.4872475 13:

−3.7470655 14: −0.62817919 15: 4.9190741 16: −4.2188792 17: −2.0490263 18: −2.7245042 19:

−0.17719579 20: −0.11300744 21: 1.0088226 22: −0.073986799 23: 0.5722124 24: 0.008042899

25: 0.74790359 26: 0.33785641 27: 1.2871412 28: 0.5370971 29: 0.44420156 30: 0.23329081

31: 2.4261262 32: 1.2618583 33: 0.88156927 34: 1.8443539 35: 0.69782907 36: 0.44336718

37: 0.85502648 38: 0.41916502 39: 1.2100462 40: −0.34577665 41: 0.57506794 42: −0.66228169

43: 0.74202949 44: 0.51757735 45: −1.2525393 46: 0.090822548 47: −0.27381754 48: 1.0868232 49:

−0.47915345 50: −0.63097495 51: 0.36603194 52: 0.28519693 53: 0.064565808 54: 0.83607817

55: 0.50049102 56: 0.23370145 57: −0.42598504 58: −0.61825037 59: −0.91476727 60: −0.0016951035

61: 0.99797559 62: −1.0861138 63: −0.21476594 64: 0.059051462 65: −0.62882084 66: 0.26161498

67: 0.5976519 68: 0.794837 69: −0.10323665 70: 0.99892217 71: −0.5670417 72: 0.21851051 73:

−0.85495353 74: 0.23074594 75: 0.044591494 76: 0.67030954 77: 0.22074986 78: −1.0043128 79:

−0.26563704 80: 0.17796762 81: −0.33441058 82: −0.16966254 83: 1.2614371 84: 0.23712456

85: 0.11905111 86: 0.15817074 87: 0.19000015 #

0.003330576550580226 1: 3.9146221 2: −9.5838127 3: −2.1989262 4: 2.483418 5: 2.2109056

6: 2.3148644 7: −1.6744893 8: 2.0438197 9: −0.22050218 10: 0.95947695 11: 1.7617443 12: 1.0714002

13: −2.0813811 14: 0.52549028 15: 0.8533324 16: 2.6622386 17: −2.1034327 18: −0.13717787 19:

−2.1242678 20: 1.0191004 21: −1.0218762 22: −1.8217447 23: 1.2176883 24: 0.32349762 25:

−1.7366513 26: 0.13325104 27: 1.2317364 28: −1.6418275 29: −1.1362265 30: 1.0577126 31: 0.8307243

32: −0.038968693 33: 1.0813892 34: −0.26267028 35: −0.40768319 36: −1.5068281 37: 0.24804747 38:

−2.8056893 39: −1.4992043 40: −0.87992305 41: 0.15084013 42: −0.46094763 43: 0.088341065 44:

−0.45993951 45: −1.8586137 46: −0.12604149 47: −0.77085721 48: −0.3926746 49: 1.5514119

50: 0.3039287 51: −0.020093013 52: −1.7802604 53: 0.85846531 54: −0.49611357 55: −1.8293589

56: 0.416605 57: −1.5735593 58: −0.32552642 59: −0.281872 60: −0.74955857 61: 0.14202702

62: 0.61847329 63: 0.38252032 64: −0.94535166 65: −0.10739016 66: −0.40688729 67: −0.64594442

68: 0.9584676 69: 1.6266457 70: 0.14564814 71: 0.057670958 72: −0.51033443 73: 0.092842311 74:

−0.80618852 75: 0.62784499 76: −0.57284373 77: 0.41931754 78: −0.82127243 79: 0.076667011 80:

−0.051802412 81: −0.8036865 82: −0.40587062 83: 0.18605494 84: 0.039897773 85: 0.10903195

86: 0.40717348 87: −0.3650966 #

0.003330576550580226 1: 4.8517151 2: −2.2635946 3: 0.77981508 4: 1.0349083 5: 0.2407393 6:

−0.36395466 7: 0.59494889 8: −0.31111282 9: −0.45820686 10: −1.6839181 11: −1.5326648 12:

−4.838304 13: 2.289643 14: 1.9145365 15: −2.4840858 16: 2.4276547 17: 1.505362 18: 3.6388161

19: 2.8526552 20: −0.63271797 21: −0.074653953 22: 1.4910883 23: 0.97199351 24: −0.64722019 25:

−1.2348423 26: 1.4096289 27: 2.0301092 28: 0.83028793 29: 0.72350144 30: −0.53756076 31:

−0.0040175514 32: 0.4940317 33: 1.7840099 34: −0.62599593 35: 1.2050196 36: 0.97808158 37:

−0.71416926 38: 0.94241953 39: −0.98290306 40: 0.94824815 41: 0.26809698 42: 0.7598449 43:

−1.2370645 44: −0.41675937 45: 0.27529997 46: −0.16245311 47: −0.26389834 48: 0.77095467

49: 0.65882993 50: 0.65227705 51: −0.21033715 52: −1.5154692 53: 1.3093165 54: −0.12206756

55: 0.26290685 56: 0.51977479 57: −1.0351532 58: −0.14396873 59: −0.91463321 60: −0.041318469

61: 0.87110585 62: 0.10706431 63: −0.034241769 64: 1.2024602 65: 0.82649237 66: 0.82070524 67:

−0.14524646 68: −0.0044034384 69: −1.3228763 70: 1.4248272 71: 1.1001936 72: −0.57339489 73:

−0.99373192 74: 0.21798588 75: 0.60908759 76: −0.11445805 77: −0.568223 78: 0.10865738 79:

−0.49674585 80: −0.33665106 81: 0.045985267 82: 0.92456824 83: 0.35274199 84: 0.57073832

85: 0.6890772 86: 0.18124068 87: −0.57633996 #

−0.003330576550580226 1: 1.2363012 2: −5.582078 3: −0.33564591 4: 0.31853491 5: 0.18021882 6:

−0.46712884 7: −0.77220786 8: −0.43467858 9: −1.853532 10: −2.5806634 11: −1.1961414 12: 1.362698

13: −1.7099397 14: −2.9604051 15: −1.8374467 16: 0.26128343 17: 1.0424188 18: −1.4112453 19:

−0.62311435 20: 1.0762979 21: 1.1709037 22: 1.9389135 23: −0.1562897 24: −0.12180445 25:

−1.104779 26: 1.1268845 27: −0.58998162 28: 0.19233964 29: −0.0052791387 30: 0.42925557

31: 0.63277447 32: 0.10481225 33: −0.35907343 34: −1.0917473 35: −0.44221684 36: −0.40957639 37:

−0.84290808 38: −1.5072352 39: 1.6273284 40: 0.066626854 41: 1.2650294 42: 0.65593106 43:

−1.4243168 44: 1.1144385 45: −0.27048972 46: −1.5256876 47: −0.39044857 48: 0.19247398 49:

−0.40261564 50: 1.7703564 51: −0.97374201 52: −0.76216626 53: −0.39491147 54: 0.10372505

55: 0.42463291 56: −0.088040069 57: 1.0343374 58: −0.026342321 59: −1.3339051 60: −0.28965908

61: 0.16679488 62: 0.27958182 63: 0.80498672 64: −0.68446982 65: −0.74795526 66: 0.70079291

67: 0.94416362 68: 0.46145177 69: −0.57584852 70: −0.43812135 71: 1.3471149 72: −1.9226621 73:

−1.44992634 74: −0.60416913 75: −1.0027869 76: 0.14529993 77: 0.69023544 78: 0.085627377

79: 0.21563464 80: −0.55316478 81: −0.30311269 82: −0.10041367 83: −0.57187146 84: 0.22961248

85: −0.33618769 86: 0.49615276 87: 0.78277361 #

−0.0025541627312868354 1: −5.7875681 2: −1.0084696 3: −2.5154941 4: 3.718677 5: 1.4831289 6:

−4.6980391 7: −4.2098918 8: 0.72386932 9: −0.43842459 10: −3.7361112 11: 1.2272559 12: 1.3518623

13: 2.2724423 14: −4.0965257 15: −0.16307685 16: 0.54426932 17: 2.674973 18: −4.7668042 19:

−2.5615635 20: 2.6017296 21: 2.3070562 22: −0.32244205 23: −1.0658669 24: −5.2624288

25: 1.8111422 26: −0.12618792 27: 1.6774101 28: 2.1192849 29: 1.4636447 30: 2.2438395 31:

−3.7228088 32: 1.0451591 33: 0.84639311 34: 1.1798813 35: −0.48930475 36: −1.4044904

37: 0.44887969 38: 0.30339044 39: −2.3206234 40: −1.7935805 41: −2.3300099 42: −0.52069807 43:

−0.45081753 44: −0.1580476 45: −0.54148686 46: −1.0554613 47: 0.80541939 48: 0.43984106

49: 0.90169472 50: −0.016652251 51: 0.22739042 52: 1.0022042 53: 0.24052338 54: 0.28399348

55: 0.703206 56: −0.52407777 57: 0.3697007 58: −1.2095546 59: −0.44843248 60: −0.58039469

61: 0.19270124 62: 0.078443125 63: −0.18017742 64: −0.33629015 65: 0.53866172 66: 0.47427157

67: −0.18395063 68: 0.42899922 69: −0.31784016 70: −0.80072719 71: −0.59086686 72: −0.097046271

73: −0.32098657 74: 0.12316822 75: 0.53235853 76: −0.16685803 77: −0.75464016 78: −0.28901589

79: −0.083571091 80: −0.10369918 81: −0.2478382 82: 0.39178416 83: 0.50616205 84: 0.29709578

85: −0.38560501 86: −0.2437392 87: −0.0062586386 #

−0.003330576550580226 1: 4.1020322 2: −4.588994 3: −0.25456351 4: −0.32246256 5: 1.8932445

6: 2.0895927 7: −1.0208099 8: 0.88184685 9: 0.078009665 10: 2.6228025 11: −0.4592624 12:

−0.73257983 13: 0.5757004 14: 2.9550624 15: 0.52651018 16: 1.6183442 17: 1.271421 18: 1.9024082

19: −0.82549751 20: −0.39238787 21: 1.6686051 22: 0.77140731 23: 0.098474815 24: −3.1235452 25:

−1.6336083 26: −0.1539748 27: 1.9261986 28: 0.8454203 29: 0.083330788 30: −2.5048091

31: 2.5305629 32: 1.3224663 33: 1.6144745 34: −0.18925323 35: 0.2244098 36: 1.5410305

37: 0.60980433 38: 1.2016187 39: 0.072792992 40: −1.2322062 41: 1.4042519 42: 0.77464634 43:

−0.18778019 44: 1.1279122 45: −0.34109744 46: −0.49836823 47: 0.43126982 48: −1.31104 49:

−0.67789751 50: −0.44775379 51: −1.8014168 52: 0.64093351 53: −0.26696709 54: −0.82668501

55: 0.29255125 56: 0.0045264601 57: 1.1180086 58: −0.84348315 59: −1.0833781 60: 0.34288284 61:

−1.5538384 62: 0.33990073 63: 0.086969115 64: −0.35646647 65: −0.13079517 66: −0.70064127 67:

−1.7454661 68: 0.84224337 69: −0.026936596 70: −1.62547 71: 0.30624464 72: −0.078725316

73: 0.44983208 74: 0.12789151 75: −0.32441276 76: 0.81692576 77: 0.43846592 78: 0.60836017

79: 0.16772625 80: 0.17507496 81: −0.043199949 82: −0.087800451 83: 1.1857327 84: −0.35242039

85: 0.17439799 86: −0.13627973 87: −0.0003859273 #

0.003330576550580226 1: 2.3376174 2: 1.3542268 3: 2.4850945 4: −1.2638111 5: −0.78601927 6:

−2.594995 7: −0.54343778 8: 3.0801613 9: −1.54309 10: 1.2380967 11: 1.301192 12: −0.16419302 13:

−1.2675476 14: 2.4840486 15: −0.15256229 16: 0.13161588 17: 0.48776254 18: −0.36262459

19: 0.68028796 20: −1.9740275 21: −0.34123287 22: −0.043554693 23: −2.6711347 24: −1.6657956 25:

−0.39183104 26: −0.42118907 27: −1.2100161 28: −1.0413429 29: −1.3260686 30: −0.70797545

31: 0.40197438 32: 0.77484918 33: 0.591398 34: 1.320011 35: −0.47725779 36: 0.22152631 37:

−0.93336248 38: 0.35800895 39: 0.54715556 40: 0.62986487 41: 1.576126 42: 1.4674696 43:

−0.36482826 44: −0.9647913 45: −0.82723027 46: 0.12871277 47: −1.0172108 48: 0.39423183 49:

−0.62734401 50: −1.2453856 51: −0.96192622 52: 0.58158761 53: 0.2840724 54: −0.041641422

55: 0.81978875 56: −0.82872599 57: −1.1571838 58: −1.0799139 59: −0.59749144 60: 0.15188833

61: 0.11261069 62: 1.2753228 63: −0.14491773 64: 0.47276843 65: 1.3230103 66: −0.48940101

67: 0.65904707 68: 0.41815275 69: 0.27657706 70: −0.85806155 71: −0.05333598 72: −0.023991598

73: 0.48209861 74: 0.78222781 75: 0.66482443 76: −1.1277559 77: −0.83450043 78: 0.013774643 79:

−0.8200044 80: −0.64606786 81: 0.40549323 82: 0.41451508 83: −0.30117378 84: −0.41080025

85: 0.39337277 86: 0.30787334 87: −0.11981292 #

0.00050287777532010162 1: 7.9486814 2: 6.313159 3: 3.4036202 4: 3.6738026 5: 0.8484242 6:

−1.12104 7: 1.1878948 8: −2.2317212 9: 2.0272512 10: 0.52818286 11: −1.7246594 12: −1.3033267 13:

−0.41194135 14: 1.4738997 15: 0.94791991 16: 0.43159148 17: 0.86042041 18: −0.72649908

19: 0.24455844 20: 1.5337915 21: −0.070671529 22: −3.2864313 23: 1.042661 24: 0.57346916 25:

−0.17784877 26: 0.62522596 27: −1.3299311 28: 1.430204 29: 1.229068 30: 1.6345702 31: −0.82010353

32: 2.4077256 33: 0.46431184 34: 0.70158809 35: 2.1816514 36: 2.2421138 37: −1.5970308

38: 0.18138181 39: 1.1032536 40: 1.472198 41: 0.50239062 42: 0.62110627 43: −0.23183186 44:

−2.0542288 45: 0.34160188 46: 0.02542842 47: −0.14262132 48: −0.046494257 49: 1.6358472

50: 0.54953927 51: 0.5901584 52: −0.77110654 53: −0.17316507 54: −1.5964856 55: 1.0319989

56: 0.74831015 57: −0.90131527 58: 0.02119487 59: 0.85915452 60: 0.83274412 61: 0.26454583

62: 0.052552998 63: −0.96018612 64: −0.27045661 65: 0.034029823 66: 0.25971562 67: −0.087616593

68: 0.21399029 69: −1.1747633 70: −0.74932021 71: −0.52223557 72: 0.5713945 73: −0.40078789 74:

−0.2828753 75: 0.14939854 76: −0.32377112 77: 0.066406585 78: −0.022806602 79: 0.20015027

80: 0.26603687 81: −0.21412492 82: −0.73513877 83: 0.27894762 84: −0.16934811 85: 0.11708372

86: 0.11781476 87: 1.1381788 #

0.00063239879863878959 1: −4.6370125 2: 25.3416 3: −16.121107 4: −0.6962499 5: −0.097961165

6: 9.8783503 7: −13.519696 8: 12.443069 9: −2.8442738 10: 6.2117672 11: −14.486603 12: −1.9520348

13: 1.2228634 14: −1.8063329 15: −1.0748529 16: 0.99744153 17: −1.7065885 18: −0.12526843

19: 0.24673074 20: 0.050437115 21: 0.24593517 22: −0.1737472 23: −0.39504737 24: 0.86062044 25:

−0.12319233 26: 0.65940768 27: −0.34209335 28: 0.20274197 29: −0.72116911 30: −0.048453134 31:

−0.47173834 32: 0.62735939 33: −0.27868941 34: −0.27687511 35: −0.27298406 36: −0.25711399 37:

−0.21862105 38: −0.2790415 39: 0.038329072 40: 0.49325964 41: −0.43934143 42: −0.072025329

43: 0.081549637 44: −0.32803825 45: −0.35842144 46: −0.29083082 47: 0.12729056 48: −0.10032506

49: 0.25450188 50: 0.14349255 51: −0.041720446 52: −0.0098631838 53: 0.026373385 54: 0.16790451

55: 0.080416203 56: −0.19654652 57: 0.12690592 58: 0.23280348 59: −0.16926627 60: −0.059940565

61: 0.013699979 62: 0.062027354 63: −0.13037252 64: 0.051242147 65: −0.10712767 66:

−0.024650952 67: −0.14558119 68: −0.03412804 69: 0.08947067 70: −0.0039251689 71: 0.0014583743

72: −0.074728526 73: 0.092037506 74: 0.080470107 75: −0.06802699 76: 0.041400608 77:

−0.052650008 78: −0.012608281 79: 0.18882611 80: 0.098734684 81: −0.0053395601 82: 0.077860154

83: −0.053664465 84: 0.099180482 85: 0.075526714 86: −0.067439295 87: −0.066202998 #

−0.003330576550580226 1: −0.42324471 2: 2.5828345 3: −1.8410451 4: −0.4363316 5: 0.067014627

6: −1.8869078 7: 2.7124326 8: 3.5093668 9: −2.1161191 10: 0.31742153 11: 2.0527875 12: 2.6345732

13: −0.53119665 14: −1.2637744 15: 0.19591911 16: −2.386672 17: 0.98163056 18: 0.015205857

19: 1.3719232 20: −3.8242466 21: 0.63041341 22: 2.2860601 23: −2.2027335 24: −1.1924071

25: 0.088403225 26: −2.2897179 27: 1.8068643 28: −0.78437859 29: −0.35509837 30: −0.57099378

31: 0.79047942 32: 2.1919038 33: 0.32323298 34: −0.1085334 35: 0.71788019 36: 0.46938607 37:

−1.4283434 38: −1.6121867 39: −0.56469077 40: −0.47763538 41: −0.81906885 42: 0.6883561

43: 2.4099319 44: −2.0321629 45: 0.78628761 46: −1.5318716 47: 1.581475 48: 0.28450912 49:

−1.8042477 50: −1.1501552 51: 0.96483588 52: −1.007615 53: −1.9168314 54: 0.10064875

55: 1.0965402 56: 2.0633764 57: −0.23728377 58: −0.65973568 59: −0.16923778 60: −1.4804031

61: 0.57514387 62: 0.26726937 63: 0.31430072 64: −0.079305612 65: 0.16362113 66: −0.24121113

67: −0.32369888 68: −0.16671567 69: 0.011938976 70: 0.57545716 71: 0.10028149 72: −0.55875379

73: 0.090979785 74: −0.28152052 75: −0.74530959 76: −0.68932241 77: −0.21559061 78: −0.13300842

79: 1.0360554 80: 0.84739202 81: −0.079618588 82: 0.39879352 83: −0.38048029 84: −0.13616773

85: 0.24391849 86: 0.28922558 87: 0.093983881 #

−0.003330576550580226 1: 0.25218788 2: 0.81176651 3: 4.3265495 4: 0.80694395 5: 1.2578313 6:

−0.41075879 7: −0.52536166 8: −1.8982818 9: 1.2403241 10: 0.55058247 11: −0.13172349 12:

−0.29310575 13: −0.85193628 14: 0.98000151 15: 0.51622123 16: 1.1070833 17: −1.7187762 18:

−1.4114212 19: −1.4101827 20: 2.371562 21: −0.20655285 22: −0.77752417 23: −1.6776743

24: 1.3278382 25: −0.65001339 26: 1.1879882 27: −1.6550736 28: −0.69467938 29: 1.6729231 30:

−0.049590517 31: 0.17878917 32: −1.6048551 33: 0.05020367 34: 1.5113513 35: 2.2310727

36: 0.6893003 37: −0.47463822 38: −1.3859652 39: 1.3018564 40: −0.2566067 41: −0.20571378 42:

−0.093710981 43: −0.57197189 44: −0.51114792 45: 0.031266723 46: −0.11190546 47: 0.21093827 48:

−1.480884 49: 0.11184267 50: −0.96855474 51: −1.3595977 52: −0.8792485 53: 0.34201536

54: 0.13241242 55: −0.47476271 56: 0.15498728 57: 0.15017387 58: −0.39439949 59: 0.3773064 60:

−0.52866888 61: −0.59836566 62: −0.93740159 63: −0.047246348 64: −0.117203 65: −0.83106142 66:

−0.58240384 67: 0.58822846 68: −0.066905402 69: 0.43310806 70: −0.59294975 71: −0.038655914

72: 0.073927745 73: −0.76395845 74: 0.74063784 75: −0.25710684 76: −0.3278614 77: −1.6574421 78:

−0.48348796 79: 1.3722363 80: −0.70066696 81: 0.28739998 82: 0.64671952 83: −0.59736836

84: 0.64070654 85: 0.12960356 86: −1.2510532 87: 0.062797233 #

−0.00088639363690490129 1: −0.26397073 2: −4.3800235 3: 0.96010846 4: −6.5841908 5: 1.6685443

6: −0.56736088 7: −0.083688535 8: −2.66816 9: −1.6018287 10: −2.2983365 11: −3.507324

12: 0.0095484713 13: 1.2482775 14: −0.31201324 15: 0.47953141 16: 0.59642285 17: −0.47637615

18: −1.1856458 19: −1.6341721 20: 3.4143758 21: −0.020608557 22: 0.73003125 23: −0.81526971 24:

−1.5109706 25: −0.14740245 26: 0.54324085 27: −0.27993053 28: −1.0582408 29: 0.91323972

30: 1.3065295 31: 0.65528071 32: −1.5894922 33: 0.89412045 34: −3.1973541 35: −0.72293127

36: 2.4681482 37: −0.33120728 38: −0.91447645 39: 0.69795197 40: −0.21701232 41: −1.0900477

42: 0.67749697 43: −0.33487478 44: −0.69148785 45: −0.26212937 46: 0.54704535 47: 0.89142299

48: −0.87253165 49: −0.30725515 50: 0.01050829 51: −0.067594275 52: −0.76299405 53: −0.5275268

54: 0.60136604 55: 0.93226683 56: −0.88733613 57: −0.38411763 58: −0.32900149 59: 0.90254068

60: 1.6998997 61: 0.58596885 62: −0.34130809 63: −0.56362987 64: 0.38372657 65: 0.83891815 66:

−0.5779351 67: −1.0001854 68: −0.8855077 69: −0.49604541 70: 0.061250381 71: 1.2289635

72: 0.77946144 73: 0.10443769 74: −0.53655225 75: −0.47988957 76: −0.35080016 77: −0.081329726

78: −0.8766126 79: −0.17184246 80: 0.59839505 81: −0.80135769 82: 0.43899104 83: 0.051791977

84: 0.13997768 85: −0.69018161 86: 0.35188946 87: −0.63329929 #

0.003330576550580226 1: 0.2945444 2: 1.5663686 3: 2.0269644 4: −1.3007404 5: 2.2870119 6:

−3.3503802 7: 1.4742044 8: 3.5182641 9: −3.8660257 10: −0.30044997 11: 2.4009323 12: 0.023592524

13: −0.092459396 14: −1.9675099 15: −0.52797329 16: 1.6415339 17: −1.3027037 18: 1.1715622 19:

−1.3815528 20: 0.1912863 21: 0.80708176 22: −1.3128206 23: −1.3250409 24: −1.3467921

25: 0.47949335 26: −0.77753985 27: 1.4726981 28: −0.20863654 29: −0.41831556 30: −1.5252051 31:

−0.68172175 32: −0.19234197 33: −0.57685065 34: 0.22692519 35: −0.10171806 36: −1.639927

37: 1.1498389 38: 0.52990198 39: 2.0820906 40: 0.74807709 41: 0.10239747 42: −1.1050204 43:

−0.53352898 44: 0.79966813 45: −1.5530518 46: −1.0456312 47: 0.0035056134 48: −0.96574444

49: 1.1126325 50: −0.064588472 51: −0.55075049 52: 0.9495334 53: −0.32114556 54: 0.42454228

55: 0.18516833 56: −0.18974295 57: −0.049605269 58: 0.17790461 59: −0.38122171 60: 0.46975023

61: 0.2750861 62: −0.81585729 63: 0.034077615 64: 0.58590645 65: −0.85271186 66: −0.40590015

67: 0.8237015 68: −1.0428532 69: −1.5778298 70: 0.83420289 71: 0.1530309 72: −0.019400565 73:

−0.35515225 74: 0.97543013 75: 0.45758843 76: −0.66852099 77: 0.23889022 78: −0.48623368

79: 0.5784654 80: −0.0082634836 81: 0.18652764 82: −0.058095567 83: −0.15391538 84: −0.6177271

85: 0.99040502 86: 0.12622501 87: 0.067504495 #

0.0018465421767685771 1: 7.2026958 2: 2.506717 3: 1.6384877 4: 2.1010149 5: 2.6597629 6:

−2.2723093 7: 2.6085973 8: 2.0390947 9: −0.71968418 10: −1.0824095 11: −1.1634985 12: 0.56328827

13: 0.013427491 14: −0.22713479 15: −1.2914221 16: −0.4034566 17: −0.095398933 18: 0.86121124

19: −0.20695956 20: −0.28110185 21: −1.1006707 22: 1.2550631 23: 1.8677807 24: 0.83824652 25:

−0.20042829 26: −0.23248933 27: 1.6082169 28: 0.2339604 29: −0.94725752 30: −1.2839389 31:

−0.95752859 32: 0.26085943 33: 0.96349519 34: −0.53986728 35: 0.96847063 36: −0.5258432

37: 0.44683513 38: −0.016518893 39: −0.53123569 40: 0.73466289 41: −0.14847454 42: 0.39979953

43: −1.189554 44: −0.085250653 45: 0.78965682 46: −0.61769366 47: −0.27439302 48: −0.7249788

49: 0.75479484 50: −1.3104892 51: 1.6286936 52: −0.97226423 53: −0.25266522 54: −1.4067597 55:

−0.92626107 56: 0.99213964 57: −0.16685288 58: −0.51933849 59: −0.14818022 60: −0.14942604

61: 0.25867373 62: 0.020739969 63: 1.0102789 64: −0.43018341 65: 0.57322633 66: −0.20108385

67: 0.59315741 68: −0.19920386 69: 0.8077935 70: 0.36393169 71: −0.35045397 72: −0.13032785

73: 0.19120462 74: 0.92244279 75: −0.71011055 76: 0.78690231 77: 0.34503469 78: −0.20833312 79:

−0.82746303 80: 0.17615448 81: −0.47272056 82: 0.7111606 83: −0.0077136639 84: 0.91128999 85:

−0.508798 86: −1.3149154 87: 0.82740068 #

0.0023954962635083453 1: 5.9847097 2: 0.83190614 3: 3.2076981 4: 3.8079975 5: 1.3198755 6:

−4.9284029 7: −0.4078356 8: 0.23064108 9: −0.31782413 10: 0.086775824 11: −0.070308164 12:

−2.4426701 13: 1.4531602 14: 0.78984618 15: 0.82668793 16: 2.0980465 17: −0.18104351 18:

−0.76579428 19: 0.26044092 20: 1.7634895 21: −1.7859451 22: −0.54260099 23: 1.1592693

24: 0.60947007 25: −3.0047128 26: 0.48909226 27: −0.18609163 28: 1.3466139 29: −1.112694 30:

−0.26890093 31: −0.45765018 32: 0.42124534 33: 0.386136 34: 0.84868169 35: 1.6364788 36:

−0.028519887 37: 1.2765138 38: −1.6163156 39: 2.7834327 40: 1.8628697 41: −2.5658431

42: 0.72739297 43: 0.64852452 44: 1.1074948 45: 0.97743762 46: 1.3194482 47: 1.5037328 48:

−0.39539778 49: −0.032376789 50: −0.45744652 51: −1.2490126 52: 1.6085756 53: −0.3176223

54: 0.092892468 55: −0.17702933 56: 0.027009025 57: −0.34548298 58: 0.6999858 59: −0.5645808

60: −2.1313853 61: −0.12644149 62: 1.4977815 63: −0.35250148 64: −0.5773651 65: 0.59365129

66: 0.57536352 67: −0.19167207 68: −0.25678271 69: 0.29192075 70: −0.69047707 71: −0.38122773

72: 0.73858052 73: −0.34531942 74: −0.093373567 75: 0.23268723 76: 0.5194428 77: 0.40209553

78: 0.17498569 79: −0.27617094 80: 0.44819397 81: −0.40320599 82: 1.053353 83: −0.61412567 84:

−0.54235631 85: −0.046558283 86: 0.69069844 87: 0.29973266 #

−0.0010327106926006091 1: −4.4828572 2: 8.2223415 3: 2.9781563 4: 4.4289684 5: −0.42227414 6:

−1.5717493 7: 1.3719559 8: 2.9812431 9: −1.8863599 10: 0.47722155 11: 0.19453254 12: 2.5298641

13: −0.71065784 14: 1.6114749 15: −0.81230092 16: −3.0162938 17: 2.6504457 18: −0.69255483

19: 1.447444 20: −0.55961889 21: 1.1205018 22: 0.18635012 23: −3.4599066 24: −0.89394116

25: 2.299516 26: −0.76571792 27: −0.62200737 28: −1.4238536 29: 0.92606449 30: −1.6690691

31: 0.42135558 32: −1.2490917 33: 1.0898836 34: −0.0085214814 35: 0.80851263 36: 0.29543334

37: 2.4276736 38: 0.76313913 39: 0.54523146 40: 1.8881035 41: 1.1382017 42: 0.65388203 43:

−1.0992905 44: 0.8885656 45: −0.2763125 46: 1.4083475 47: −0.99239188 48: −0.79970312

49: 0.63563782 50: 1.8465155 51: 0.75423354 52: 0.62939847 53: 2.2419858 54: 1.0266342 55:

−0.89636725 56: 1.2229573 57: 0.85758764 58: −1.6142527 59: 0.36832121 60: −0.45254123

61: 0.36916149 62: 0.42660204 63: 0.17117092 64: −0.85252941 65: 0.81801111 66: −0.86623806 67:

−0.38438568 68: 1.0171686 69: −0.93268329 70: 0.056972943 71: −0.26466134 72: 0.27018225

73: 0.17719872 74: −0.70610046 75: 0.04636937 76: 0.086477168 77: 0.29317954 78: −0.56059808

79: 0.090993397 80: 0.9166767 81: −0.061696541 82: −0.32518891 83: −0.77507943 84: 0.61390239

85: 0.17143469 86: 0.12792408 87: 0.25940463 #

−0.00053937311723063384 1: −7.7966084 2: 1.8707227 3: −23.323887 4: 1.0747559 5: 1.0184501 6:

−3.600925 7: 9.3491745 8: −7.7337961 9: −1.2228185 10: 7.7243834 11: 2.0076487 12: −4.368228 13:

−1.5946441 14: −0.2912291 15: −2.0482881 16: −0.38283157 17: −1.6580502 18: −1.0132759 19:

−0.17344542 20: 0.65646726 21: −0.49175465 22: 0.29616475 23: −0.65766221 24: −0.40362445

25: 0.31434533 26: 0.98643875 27: 0.016180724 28: 0.12472247 29: −0.22155482 30: −0.0517218 31:

−0.0058854236 32: 0.09278781 33: 0.34776777 34: −0.21737053 35: −0.091020077 36: 0.035350032

37: 0.2550841 38: −0.072128683 39: 0.0050051538 40: −0.072953671 41: 0.1237232 42: −0.10784111

43: −0.24674198 44: 0.10156032 45: −0.11400478 46: −0.0051734848 47: 0.070060618 48:

−0.062755756 49: −0.1003389 50: −0.024766795 51: 0.042309508 52: −0.045899741 53: −0.018923813

54: 0.026509475 55: −0.013425832 56: −0.057100177 57: 0.062299002 58: −0.0071787904 59:

−0.017751466 60: −0.080059178 61: 0.10251214 62: 0.19948693 63: −0.017395765 64: −0.065834261

65: 0.05320783 66: 0.13003403 67: 0.045583595 68: 0.015333543 69: −0.10374861 70: 0.017438892

71: −0.12824923 72: 0.1228321 73: 0.006350534 74: −0.13356683 75: 0.01609605 76: 0.019531524

77: −0.02920058 78: −0.017909111 79: −0.032119624 80: −0.081862949 81: 0.026391055 82:

−0.053974025 83: −0.042487528 84: −0.040375195 85: 0.027134888 86: −0.085319266

87: 0.014382792 #

−0.00051766030504957889 1: −4.6798587 2: 6.9537511 3: 7.7693982 4: 2.5801184 5: 5.2154336

6: 1.5670055 7: −1.2078696 8: −3.9267974 9: −0.82684386 10: 3.3592942 11: −0.31578901 12:

−0.053109273 13: −1.4976189 14: 1.5029013 15: −2.4395096 16: 2.8694046 17: 2.9962363

18: 1.3835291 19: −1.5468376 20: −0.57736629 21: −1.5085028 22: −1.9168996 23: 1.0982634 24:

−1.5078399 25: −0.74366945 26: −2.0148342 27: −4.1114769 28: 0.23374891 29: −1.7665157 30:

−0.039697465 31: −0.84676665 32: −1.1690859 33: 0.90180761 34: 1.2732987 35: 0.35115799

36: 1.8125541 37: 1.2799025 38: 0.45635095 39: −2.1887424 40: −1.5001509 41: 1.1002516 42:

−1.6888564 43: 0.54384869 44: 0.65478468 45: −0.1762152 46: 0.3379482 47: 1.1854759 48:

−0.15218729 49: −0.30370706 50: 0.7016831 51: −0.24664575 52: −1.4083092 53: −0.65109581

54: 1.2774956 55: 1.8864911 56: −0.37825456 57: 1.0201689 58: 0.55714577 59: −0.86095703

60: 0.23636958 61: 0.62589383 62: −0.10632792 63: 1.4403613 64: 0.97026974 65: 0.38492748 66:

−0.035852015 67: 0.55633384 68: −0.46812025 69: 0.35794175 70: 0.22479694 71: −1.0400404

72: 0.02285002 73: 0.30000883 74: −0.19568017 75: −0.78765935 76: 0.58576965 77: 0.160667 78:

−0.7600804 79: 0.014864877 80: −0.15830313 81: −0.15762 82: 0.16660199 83: −0.30902255

84: 0.03988146 85: 0.11803716 86: 0.42379734 87: 0.56217456 #

0.0012106666522769668 1: 8.938942 2: 3.6820235 3: 1.8444127 4: 3.1469421 5: −0.85917765 6:

−3.1263924 7: 1.5923287 8: 2.7571449 9: 1.3356986 10: −1.0054343 11: −0.72609353 12: 0−.88047606

13: −0.052594084 14: 1.6568137 15: −0.2300657 16: −3.0733943 17: −1.024448 18: −0.33218354

19: 0.51852953 20: 1.423895 21: −1.7680084 22: 1.262127 23: −0.50992119 24: 1.1018715

25: 0.25038528 26: 1.5296953 27: 0.27678546 28: 1.4986688 29: 0.17097917 30: −1.2639122

31: 0.24007957 32: −1.168492 33: 0.14996158 34: −0.20664392 35: −0.67253661 36: −1.5472181 37:

−0.55073613 38: −1.0028018 39: −0.75595587 40: −0.56938845 41: 1.4879873 42: 1.0382421 43:

−1.6404175 44: 0.53891242 45: 1.5716094 46: 0.9801414 47: 2.6480227 48: 1.2949426 49:

−0.72611874 50: 0.32097936 51: 0.25212988 52: 0.30690432 53: −0.90482062 54: 1.2643476

55: 1.5482213 56: −0.61030972 57: 0.5315522 58: −0.28144377 59: −0.26615247 60: −0.11889279

61: 1.3707041 62: −0.46235996 63: 0.11489861 64: −0.59105039 65: −0.26497191 66: −0.5130477

67: 0.097227156 68: 0.029428869 69: 1.0888489 70: −0.23034456 71: 0.84919131 72: 0.72287005 73:

−0.20516318 74: 0.51046306 75: 1.5295547 76: 0.43179569 77: −0.047804844 78: 1.0349206 79:

−0.070755199 80: 0.00070227258 81: 0.0333343 82: −0.65981573 83: −0.06182842 84: 1.0218269 85:

−0.16569792 86: −0.28810197 87: −0.26579428 #

0.0016428417121487752 1: 9.1230593 2: 3.9607098 3: 1.5756338 4: 4.1874185 5: 2.1461926 6:

−1.7388706 7: 2.1186652 8: 1.0513726 9: −1.2865088 10: −0.81872839 11: 0.040312272 12:

−0.15184851 13: 0.31572929 14: 0.15833652 15: −0.26118129 16: −1.0505745 17: −1.0178174

18: 0.16850244 19: 1.525844 20: 2.4251978 21: 2.1380534 22: −1.7921528 23: 0.70529109 24:

−0.86903912 25: −0.90763175 26: 2.0566919 27: −0.52910912 28: 0.33037242 29: 0.33875701

30: 1.0200107 31: 0.34964737 32: −0.46560356 33: −0.52523929 34: −0.24413136 35: 0.48999044

36: 0.046803989 37: 0.035574108 38: 0.76940674 39: −0.22491753 40: 0.11223246 41: 0.28678265

42: 0.95212728 43: 0.11985786 44: −0.6971736 45: 1.0102677 46: −1.1753534 47: −0.68612713 48:

−1.0194079 49: 0.0044652228 50: 0.47938496 51: 0.16353835 52: −0.54597574 53: −0.90813696 54:

−0.37022072 55: 0.17169508 56: −0.53953499 57: 0.77884901 58: 0.27515292 59: 0.63446444

60: 0.59566504 61: 0.56384295 62: 0.18165052 63: −0.71566111 64: −0.78215849 65: −0.62599987

66: 0.41566026 67: −0.41583338 68: 0.75958508 69: 0.45774817 70: 0.33390945 71: −0.6251325 72:

−0.33184326 73: 0.10600477 74: 1.3817265 75: −0.72555315 76: 0.64912313 77: 1.1465611 78:

−0.30240169 79: −0.36051276 80: −0.71007937 81: 0.11025462 82: 0.7955364 83: 0.56237835 84:

−0.34528831 85: 0.098673992 86: 0.1231902 87: −0.55380547 #

−0.0015755487835087932 1: −7.236392 2: −3.5836346 3: 1.7660971 4: −0.32848185 5: −1.2832146 6:

−6.0978584 7: −3.6553211 8: −0.17175604 9: −0.25727716 10: 0.22893712 11: 2.0433552 12:

−2.5095832 13: 2.2301786 14: 0.89164317 15: 0.035530206 16: 0.43601635 17: −1.5672219 18:

−2.1941028 19: −1.6846048 20: −1.9031192 21: −1.5150453 22: −0.067690462 23: −0.7034052 24:

−0.92714 25: 2.8568938 26: −0.54916203 27: −0.33980703 28: 1.3728271 29: −1.5007032 30: 1.5150614

31: −0.58766556 32: 0.91855782 33: −1.5538375 34: 0.69479793 35: 0.36874688 36: 0.54761487 37:

−1.9475741 38: −1.2176952 39: 1.0730724 40: 1.9726436 41: −0.30647516 42: −1.2092241

43: 0.63217318 44: −0.77174801 45: −0.40446022 46: 0.10491796 47: −1.0020102 48: 0.61819273

49: 0.47567961 50: 0.013156149 51: −1.4068747 52: 0.2815071 53: 0.55821782 54: −0.062364895

55: 0.7315644 56: 0.60225677 57: 1.223998 58: 1.6821091 59: 0.7918604 60: 0.1890564 61:

−0.84034485 62: −0.26253659 63: 0.36804584 64: 0.50272626 65: 2.2546327 66: 0.16593432 67:

−0.23399231 68: 1.3119842 69: 0.49496078 70: 0.88905048 71: 0.9499805 72: −0.87751204

73: 0.32013476 74: 0.63699913 75: 0.19273549 76: 1.1294738 77: 0.65565783 78: 0.36823535

79: 0.82951087 80: 0.12251247 81: −0.012268872 82: −0.73517323 83: 0.17581578 84: 0.48176602

85: −0.18737254 86: −0.1223734 87: −0.17085168 #

−0.0010432053323105542 1: 5.7325249 2: −11.045574 3: −0.097632185 4: −1.8052405 5: −1.2875896

6: 5.6319304 7: −0.682576 8: 7.4624991 9: 6.9472523 10: 7.1493573 11: 6.4905562 12: −0.62037033

13: 2.9958172 14: −2.9622247 15: 1.5950644 16: 1.7982749 17: −1.3490666 18: −2.2707424 19:

−0.80519658 20: −0.065100648 21: −0.22609113 22: 0.76079345 23: 0.3098391 24: 1.9317069 25:

−0.43482473 26: −0.8905431 27: 0.059389889 28: −0.70592397 29: −0.60067618 30: −1.1722881

31: 0.24647436 32: −2.3679779 33: 1.3736523 34: −0.16647618 35: −0.20379338 36: 0.8717491

37: 0.085367218 38: −0.17762056 39: −1.0283386 40: 1.0598202 41: 0.86177987 42: −0.043636769

43: 0.36209476 44: −0.94240057 45: 0.073458038 46: 1.632615 47: −0.10052579 48: 0.39001518

49: 0.39055279 50: 0.65398258 51: −0.018352117 52: 0.91345263 53: −0.86458057 54: −0.040878139

55: 0.48280111 56: 0.60925186 57: 1.4350705 58: 0.45007205 59: −0.02744112 60: −0.45043981 61:

−0.5089047 62: 1.3592848 63: −0.85350883 64: 1.1968377 65: −0.85319293 66: 0.63211513

67: 0.29143402 68: −0.28038654 69: −0.57851499 70: −0.050973598 71: 0.45104268 72: −0.83315337

73: 0.53573316 74: 0.31574732 75: 0.61738712 76: 0.066298179 77: −0.79675239 78: −1.2052398 79:

−0.22975183 80: −0.032400642 81: −0.46031436 82: 0.50014967 83: 0.43328792 84: 0.34681287 85:

−0.51940584 86: −0.06490311 87: 0.16338681 #

−0.00070130340853126461 1: −2.1706476 2: −1.9825846 3: 1.6808629 4: −9.7863483 5: 2.5575449

6: 0.7057032 7: −0.42950332 8: −4.667141 9: 1.9971507 10: −3.3588634 11: −3.4667838 12:

−0.52633959 13: 0.2974067 14: −0.51303798 15: −2.2043688 16: −0.18758157 17: −1.5001959 18:

−0.4526135 19: −2.3206253 20: 0.72880054 21: 0.85751021 22: 1.4700875 23: 1.5989654 24:

−1.6109285 25: 0.75946838 26: −1.3694041 27: 0.069941387 28: −1.2863573 29: −0.71581751 30:

−0.4410125 31: 0.85237789 32: 0.15556917 33: 0.31887108 34: −2.2846727 35: −0.30999845

36: 0.024915421 37: 1.3966018 38: 0.65068775 39: 0.19363178 40: −0.14380559 41: −1.6299479

42: 0.70048577 43: 0.078471817 44: 0.073357344 45: 1.3000478 46: 0.16561341 47: −0.030399367

48: 0.12559915 49: 0.21890526 50: 0.94152272 51: −0.81626856 52: 1.3058451 53: 0.72284049 54:

−0.17456944 55: 0.13139088 56: 0.092829317 57: −2.0562599 58: 0.53846145 59: −0.1364658 60:

−0.29483664 61: 1.29243 62: 1.3714556 63: −0.13506477 64: 0.47543222 65: −0.59440666

66: 0.78138715 67: 0.66857392 68: 0.38525146 69: 0.58482617 70: −0.029068982 71: 0.72725481

72: 0.37568855 73: 1.510435 74: 0.38365117 75: −0.96987337 76: 0.28935903 77: −0.69556022 78:

−0.091853529 79: 0.37636095 80: 0.43708503 81: 0.26550123 82: −1.0570695 83: 0.35788676

84: 0.43593568 85: 0.79885823 86: −0.45753843 87: 0.94902861 #

0.0018901694147291296 1: 3.3504007 2: 6.2324839 3: 2.6426129 4: 1.492183 5: 3.0097013 6:

−1.152725 7: 3.869487 8: 0.46534666 9: −1.5877725 10: −2.5205293 11: 0.012004626 12: −1.0621814

13: −0.17664123 14: −2.0569618 15: −1.6601045 16: 1.1510824 17: 0.25813934 18: 0.13201335 19:

−1.131669 20: 1.1496286 21: −1.575572 22: 0.2038112 23: 0.46738106 24: −0.70897067 25:

−0.56662709 26: −0.48662603 27: 0.020907728 28: −0.37763599 29: −1.4949493 30: −0.64525312 31:

−0.63886672 32: −0.58693498 33: 1.0291035 34: 0.49202242 35: −0.2502974 36: −0.76210868 37:

−0.27610156 38: 2.3534727 39: 1.025668 40: 0.061278824 41: 1.5647804 42: 0.74536902 43:

−0.10340484 44: 0.52367389 45: −0.24083184 46: −1.1846058 47: −0.3576465 48: 0.83624595

49: 1.9942691 50: −0.12304199 51: 0.87746346 52: 1.2957979 53: −1.8208426 54: 1.5262439 55:

−1.1147339 56: −0.90715885 57: 0.27381408 58: 1.2977566 59: −0.025077818 60: −0.53921193 61:

−0.32603326 62: −0.31038827 63: −1.2054646 64: −0.10846778 65: 0.61878496 66: −1.1695999 67:

−0.69651842 68: 0.47412398 69: 0.48150793 70: 1.3362669 71: 0.62126261 72: 0.075418077

73: 0.87004262 74: −0.46395355 75: −0.59036511 76: −1.090446 77: 0.03209864 78: 0.10529161

79: 0.70742953 80: −0.31867182 81: −0.35844326 82: 0.79198897 83: 0.59871656 84: 0.163928 85:

−0.49811831 86: −0.10127752 87: 0.49906915 #

−0.0015344058313885955 1: −1.4225143 2: −3.3811448 3: −1.3460624 4: −2.4572864 5: −1.2485046

6: 1.5272132 7: 3.8467693 8: 3.6000576 9: −2.5641577 10: −0.67970216 11: −1.2237694 12:

−0.66455346 13: −1.7749182 14: 1.801129 15: −0.073441938 16: −1.0443138 17: 2.9320962 18:

−0.62133968 19: 0.24629931 20: −2.5408921 21: −1.9696916 22: −0.15611142 23: −0.55407423

24: 0.17331484 25: −2.6666267 26: 0.11005254 27: −0.76523972 28: 0.82345724 29: 2.1196442 30:

−0.10236285 31: 1.7822025 32: −0.34777778 33: −2.6759152 34: 0.95936936 35: −0.20149407 36:

−0.27700329 37: 1.0371037 38: −0.35205483 39: −1.3395022 40: −1.517821 41: −1.6165372

42: 1.5603799 43: −0.14268057 44: 1.0620614 45: −0.2145381 46: 0.025638459 47: −0.10914129 48:

−0.17478488 49: 0.4742581 50: −0.48568475 51: −0.023864167 52: 0.11586545 53: −0.062558644

54: 0.021825971 55: 0.30173782 56: −0.29385743 57: −0.56683713 58: 0.94771284 59: 0.29573876

60: 0.014790609 61: −0.34971812 62: −0.33196506 63: −0.87879521 64: 0.40384069 65: 0.058484275

66: −0.13888034 67: 0.19267932 68: 0.83802092 69: −0.60410917 70: 0.38784978 71: −0.045576707

72: −0.18632713 73: −0.15257339 74: 0.1837924 75: 0.1415422 76: 0.25753227 77: 0.00010349972

78: −0.44107446 79: 0.05193444 80: 0.12665264 81: −0.25195363 82: −0.21478599 83: −0.11333102

84: 0.080544256 85: −0.26152048 86: −0.025861861 87: 0.1800579 #

2.9940250202306032e−006 1: 9.8041286 2: 15.643085 3: −14.213445 4: −5.6504297 5: −2.8406351

6: 4.8410215 7: −6.6080933 8: −7.4779692 9: −0.5772323 10: −6.2781529 11: 8.2602367 12: 11.970333

13: 6.336812 14: 1.1768038 15: −1.7457997 16: 1.5841151 17: 1.5440294 18: −0.17547397 19:

−0.62377983 20: 0.05088732 21: −5.221839 22: −2.9309611 23: −0.88320798 24: −1.282207 25:

−0.28119931 26: 2.1707978 27: −0.44439083 28: 0.69384325 29: −0.84158903 30: −2.1587796

31: 0.8452878 32: 0.89773905 33: −1.0026301 34: −1.1124955 35: 0.88503838 36: −0.4235985 37:

−0.14904873 38: −0.026293054 39: −0.73154718 40: 0.40854758 41: 0.2893393 42: 0.90045565 43:

−0.402109 44: −0.20215705 45: −0.19731572 46: 0.68088818 47: −0.2196051 48: 0.31383833 49:

−0.55526811 50: 0.1787241 51: −0.36807919 52: −0.2236544 53: 0.31867594 54: −0.11530373 55:

−0.38835302 56: 0.088300563 57: 0.29786986 58: 0.16426006 59: 0.2670193 60: 0.2008242

61: 0.04549478 62: 0.010833706 63: −0.10576705 64: −0.018023184 65: −0.31581616 66: 0.4111937

67: 0.0011363255 68: −0.32500958 69: 0.052457977 70: 0.18141507 71: 0.010820718 72: −0.1970809

73: 0.031182472 74: 0.20898099 75: 0.092877805 76: −0.0068197995 77: −0.047145113 78:

−0.0074180369 79: 0.075367324 80: 0.21236798 81: 0.063954644 82: 0.33653501 83: 0.087007843

84: −0.14029463 85: −0.086541794 86: 0.02149646 87: 0.066968374 #

−0.0010055342539319553 1: −8.6541967 2: 3.1313093 3: 3.124423 4: 3.0343151 5: −1.5841113 6:

−2.2087634 7: 1.7894588 8: 2.8694017 9: −4.4243951 10: −0.45494816 11: 1.0369818 12: 1.0938125

13: 0.27073804 14: −1.4201082 15: −1.1111952 16: −1.1544274 17: −0.61541378 18: 0.89156842

19: 0.24313243 20: −0.96249247 21: 1.2922262 22: −0.69232893 23: 0.14764817 24: −1.3923763

25: 0.6387915 26: 0.084550619 27: −1.4210426 28: −0.043041125 29: 0.70565158 30: −2.2790606

31: 0.31711981 32: −0.29398012 33: −0.1432732 34: −1.0997872 35: 0.89468467 36: 0.17898633

37: 0.22860222 38: 0.046035666 39: 1.3129162 40: 0.072972745 41: −0.31119242 42: 0.24485055

43: 1.016295 44: 1.1550423 45: 0.57052416 46: 0.30313149 47: 0.47155845 48: −0.252554

49: 0.75614375 50: −0.27084967 51: 1.2873342 52: −0.50668657 53: −1.0563754 54: 0.68687969 55:

−1.4469496 56: 1.1780907 57: 0.29481086 58: −0.39441538 59: −1.1455108 60: 1.0291282 61:

−0.2951265 62: −0.63262415 63: −1.7717614 64: −0.38663942 65: 0.96479446 66: 2.2799258

67: 0.080531135 68: −0.7447601 69: 1.3578986 70: −0.52199012 71: −0.15072392 72: −0.57423425

73: 0.075259708 74: 0.38988864 75: −0.050941281 76: 0.39107621 77: −0.97717643 78: −0.43727434

79: 0.064068362 80: −0.97314757 81: −0.12114869 82: −1.2026515 83: 0.25698236 84: −0.0038959796

85: 0.6433928 86: 0.47606063 87: −0.52713388 #

−0.00032928884846625999 1: −0.82008016 2: −6.8423777 3: −6.1619401 4: −2.6320679 5: 0.83375293

6: −2.020021 7: −1.9923782 8: −1.6235381 9: −0.88103569 10: −3.0362997 11: −2.1458218 12:

1.8171666 13: 0.71794194 14: −2.233521 15: −1.5364541 16: 0.93289179 17: 4.6562896 18:

−0.67585087 19: 1.0730962 20: 1.5860263 21: 3.6903191 22: 2.378103 23: 0.65362698 24: −1.0263125

25: −4.4432697 26: 0.16530563 27: 3.0466235 28: 0.34659573 29: −1.4444444 30: 0.59633666 31:

−1.6122845 32: −1.997816 33: −0.70690131 34: 2.7609437 35: −1.4638962 36: 0.66209996

37: 0.96081573 38: −0.90774435 39: 2.0869017 40: 0.40851924 41: 1.4119679 42: 1.1785529

43: 0.6080929 44: −1.3131065 45: −0.75025433 46: 0.3115603 47: −0.33422759 48: 1.6780285 49:

−1.6416742 50: 0.33127883 51: 0.58834219 52: −0.24024014 53: 1.509495 54: 0.23256554 55:

−0.62915909 56: 0.25621805 57: 0.30218688 58: 0.69294071 59: 0.56959301 60: 0.15467633 61:

−0.83308238 62: −0.24675837 63: −0.046901405 64: 0.67148012 65: −0.35064766 66: −0.011128491

67: −0.4612942 68: −0.5264625 69: 0.74184507 70: 0.78994858 71: −0.88191795 72: 0.78713906 73:

−0.095115699 74: −0.068979301 75: −0.07245589 76: 0.81518006 77: −0.36369923 78:

−0.048543081 79: −0.018825477 80: −0.22140215 81: 0.28148586 82: −0.13703474 83:

−0.23811986 84: 0.17147642 85: 0.56859875 86: 0.057456624 87: 0.235888 #

APPENDIX C6

SVM Model Weights

(44; Early/Late)

SVM-light Version V6.01

0 # kernel type

3 # kernel parameter -d

1 # kernel parameter -g

1 # kernel parameter -s

1 # kernel parameter -r

empty# kernel parameter -u

44 # highest feature index

59 # number of training documents

48 # number of support vectors plus 1

0.47058211 # threshold b, each following line is a SV (starting with alpha*y)

−0.00056677276769644645 1:1.2953433 2:−10.811604 3:10.668916 4:7.6443572 5:4.8650537

6:−2.3720403 7:−0.53300303 8:1.4913656 9:2.2692528 10:−4.1517024 11:5.0973153 12:3.961812

13:−4.989172 14:5.9122295 15:2.8848045 16:−2.1117735 17:1.1214025 18:4.17628 19:−0.35360423

20:−0.57471097 21:−4.3517232 22:0.99931109 23:−0.83541495 24:−0.81100011 25:1.5716805

26:−0.70921725 27:−1.5307126 28:−0.17174035 29:−0.33846083 30:−1.4841211 31:−0.62835532

32:1.5003964 33:−0.36885175 34:−0.91448486 35:−0.17173344 36:0.59208959 37:−0.70629734

38:0.2362466 39:0.29450372 40:0.050759379 41:−0.65440804 42:0.98319513 43:−0.49021548

44:0.74737632 #

−0.0022301785905226978 1:−7.4905663 2:−4.2124224 3:2.557915 4:−5.2878695 5:0.80657786

6:−0.37115183 7:1.6812637 8:−3.7509978 9:0.51045167 10:4.1135268 11:0.76780587 12:1.3013476

13:−0.53182048 14:1.9176185 15:1.1816503 16:−0.35555935 17:−1.2507631 18:−1.747479

19:−1.9851712 20:−5.4316225 21:−0.64183134 22:−0.1643706 23:0.49522722 24:−0.50650555

25:1.0811261 26:0.4170202 27:0.59523118 28:−0.86196548 29:0.98918843 30:2.7127433

31:0.09164647 32:1.818579 33:−0.2627672 34:−1.4432161 35:−2.6616316 36:−1.7954003

37:1.4497789 38:−0.026815932 39:0.10891506 40:0.39038053 41:1.1279498 42:−0.46706548

43:−0.043462954 44:0.95625806 #

−0.0010049106558795064 1:6.7611756 2:−14.71443 3:8.2472305 4:7.897903 5:2.2104344

6:1.6990815 7:−5.5606017 8:−3.6665649 9:0.020383494 10:−2.7719841 11:4.6774445 12:7.1823139

13:0.92396528 14:−5.7546 15:−2.7706814 16:−6.6301026 17:−2.2711689 18:−1.306276

19:−1.7461162 20:1.3542767 21:−1.3777606 22:0.60129839 23:0.24038176 24:−1.4764284

25:−1.0552083 26:−1.0486079 27:1.2815171 28:−0.14424071 29:−0.014129613 30:0.8364315

31:−0.93981826 32:−0.82154411 33:−0.51832187 34:1.1584929 35:0.8353551 36:0.14221531

37:0.50732559 38:−0.15574506 39:−0.080617838 40:0.63888073 41:0.45644015 42:−0.64732808

43:0.5694508 44:−0.11251554 #

−0.0033549197977613297 1:−4.7538085 2:−0.59608591 3:1.9817924 4:0.188968 5:1.4622716

6:2.7846963 7:−0.015608484 8:−0.34373811 9:−0.33039114 10:1.4307724 11:0.19272146

12:−0.23617357 13:−0.0479552 14:2.1887279 15:−0.70616794 16:1.0666244 17:−2.6240268

18:−0.24965028 19:0.62618273 20:0.39855644 21:−0.77940083 22:−1.0156705 23:0.63041109

24:−0.12485303 25:−0.042265873 26:0.166668 27:0.74196172 28:3.572463 29:1.9412031

30:2.2433181 31:0.82924473 32:−0.9799 33:0.84773189 34:0.17739867 35:0.80027115

36:0.98595488 37:−0.35706881 38:0.18436019 39:0.54515535 40:0.16205844 41:1.3908807

42:−0.064833641 43:0.29049823 44:−0.8086499 #

−0.0033549197977613297 1:−8.3236828 2:−2.2087071 3:−0.27089623 4:2.6121626 5:2.6397204

6:3.6725602 7:2.614264 8:2.3370502 9:−2.1257644 10:−0.6181981 11:0.25396436 12:1.6628995

13:−0.4154028 14:3.5387452 15:2.3750374 16:3.0965297 17:−4.5929313 18:−0.2210283

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13:−0.41964892 14:1.0194467 15:−0.13852639 16:0.38812613 17:−1.9748995 18:−0.94841814

19:−2.4416196 20:−0.80338186 21:−2.112071 22:−0.32373482 23:1.1838528 24:−1.0883764

25:−0.86285484 26:0.36459005 27:2.0366642 28:1.6910253 29:−1.0555723 30:0.68032825

31:0.30717254 32:−1.4960066 33:0.21581893 34:0.84493101 35:−1.536992 36:1.8034772

37:0.22908193 38:−2.0604062 39:0.25210926 40:−0.48998925 41:−0.80221105 42:−0.23084036

43:1.2399592 44:−0.15893972 #

−0.00010287624276736327 1:−2.988956 2:−14.541928 3:−24.152397 4:7.8578658 5:0.62039638

6:−1.4124461 7:−3.5245433 8:0.23765643 9:0.59025252 10:0.51212358 11:−1.3314158 12:−2.0315864

13:−0.2914176 14:0.37882963 15:0.082344197 16:−0.57432884 17:0.080625705 18:−0.14113382

19:−0.13893105 20:−0.28207991 21:0.12245945 22:−0.23306957 23:−0.074358061 24:0.075329393

25:0.095754124 26:0.17469533 27:−0.15946545 28:0.030569298 29:−0.041504841 30:0.1790569

31:0.18031198 32:−0.18188456 33:−0.14256233 34:−0.087481722 35:0.093072012

36:−0.0096975714 37:0.055885319 38:−0.26989311 39:0.060945775 40:0.025113981 41:−0.020692149

42:−0.027143152 43:0.010555366 44:0.17869918 #

−0.0023923167636648989 1:8.4171867 2:5.161294 3:1.8632329 4:5.0714602 5:5.020833

6:−0.54171818 7:−0.74185503 8:−5.2189178 9:6.4979911 10:1.7390909 11:−2.4017231 12:0.7056089

13:4.4163647 14:4.5082531 15:0.24772555 16:−1.049571 17:3.4169843 18:−2.5641735

19:−0.78975821 20:−0.5222187 21:0.89725953 22:3.7222507 23:1.0190701 24:0.7194767 25:−1.119658

26:−2.1368935 27:−0.54928917 28:1.0772496 29:1.3982881 30:−1.1084408 31:−0.12536865

32:1.1006286 33:−0.43901601 34:1.1063771 35:0.71711397 36:−0.84509456 37:−2.4609451

38:0.68434292 39:−0.64825416 40:−2.0648291 41:−0.44888297 42:−1.0822344 43:0.51638848

44:−0.57787544 #

−0.0033549197977613297 1:4.2723708 2:1.0816427 3:−5.1717262 4:−9.1334429 5:−1.5630178

6:−4.2477694 7:−1.4042612 8:8.0716524 9:−0.61411405 10:−1.2446501 11:3.4675648 12:4.4002695

13:0.21902591 14:0.50494504 15:−0.82781434 16:−3.6835434 17:2.1844773 18:1.9099612

19:2.0609009 20:−1.1665273 21:−0.24986534 22:0.78420079 23:0.5788486 24:1.6854416

25:0.16731662 26:1.1378598 27:0.14232612 28:0.27002251 29:0.88255745 30:0.67109448

31:1.0879683 32:1.10175 33:−1.8246135 34:−0.0084914742 35:−1.0067412 36:−0.92044687

37:0.70606804 38:−0.23283091 39:−1.322379 40:−1.7937051 41:0.27961293 42:1.3750051

43:0.65474033 44:−1.502453 #

0.0033549197977613297 1:9.7260504 2:−7.8163357 3:6.8109908 4:4.9323745 5:−1.6638223

6:3.745981 7:−0.47318304 8:2.3136632 9:0.40887526 10:0.53233683 11:0.34330738

12:0.35754034 13:1.4566673 14:−0.30523223 15:−1.4400436 16:3.4091852 17:0.3001543

18:−1.9154788 19:1.5003307 20:1.25828 21:0.19474351 22:1.4655597 23:4.9832253 24:1.5780417

25:1.8085375 26:3.7642848 27:−1.0302637 28:−0.35661903 29:0.23552622 30:−0.92275572

31:−0.18625316 32:−0.60383582 33:0.16416991 34:−2.4490721 35:0.100034 36:2.124181

37:0.56455523 38:−2.1926215 39:1.3556439 40:−0.77462763 41:0.13219014 42:0.85297424

43:1.3223977 44:0.24121812 #

0.0033549197977613297 1:1.5687745 2:2.8747225 3:−4.5921497 4:0.64045548 5:1.2402862

6:−1.6395731 7:6.439642 8:2.6914668 9:−1.4795072 10:−1.9112765 11:1.2422292 12:1.8375124

13:−0.94092149 14:−1.5335485 15:0.75675613 16:2.4802206 17:0.34209159 18:−1.2560471

19:−2.1931856 20:3.7075293 21:1.1574953 22:3.5674658 23:0.15892406 24:−0.82145321

25:0.33991763 26:0.49271733 27:0.052549031 28:1.1602603 29:2.4897397 30:1.3658088

31:−1.7658501 32:3.6958034 33:−1.048786 34:−1.3994727 35:2.1602569 36:−1.0454955 37:1.4556481

38:−0.61492872 39:−0.61211729 40:0.33369657 41:−1.1614405 42:−1.7464546 43:−0.42068875

44:0.88658863 #

0.0033549197977613297 1:−7.6496434 2:2.703886 3:0.28662038 4:1.7879531 5:−3.0434427

6:−1.193588 7:6.320919 8:0.0046777669 9:−1.8738962 10:−0.86983484 11:−0.90390557

12:−0.33946124 13:−2.0940609 14:0.3616263 15:−0.41190428 16:−1.1988773 17:−0.26797518

18:−1.5384048 19:1.2224176 20:1.0135792 21:−0.91025347 22:0.67726129 23:−0.097032793

24:−1.0411915 25:0.20235281 26:0.80218315 27:−1.1149094 28:−0.075297311 29:−1.420293

30:0.039273173 31:−1.0670592 32:0.24752171 33:−0.81297511 34:0.55062044 35:−0.051494792

36:−1.2710344 37:−2.9904377 38:−2.3883932 39:1.0788088 40:−0.61928475 41:1.4220651

42:−0.63513494 43:−1.2401781 44:−1.5525755 #

−0.0030898033669306242 1:−3.0042043 2:−3.113188 3:0.97381061 4:3.8624547 5:0.49664947

6:6.8813305 7:3.981081 8:0.12391745 9:−7.6547618 10:−2.7285914 11:−0.53179222

12:−0.30781594 13:7.1988821 14:−0.44064531 15:1.0810283 16:0.82087684 17:2.8132896

18:6.1163325 19:−0.52160966 20:−1.1575588 21:−0.34605175 22:1.7179306 23:1.239956

24:−2.2303703 25:−2.0092707 26:1.3119591 27:0.4040986 28:0.94076431 29:2.2957568

30:0.35625714 31:1.05492 32:−1.8137116 33:0.085117221 34:−0.17722237 35:−0.93875301

36:−1.492783 37:−0.82638711 38:−0.040122535 39:1.2046241 40:0.11793934 41:−0.12299792

42:0.31207559 43:0.16833082 44:−0.06479533 #

−0.0033549197977613297 1:5.9731479 2:−2.2345276 3:2.4485157 4:0.69162613 5:0.90995193

6:0.060546741 7:1.8535619 8:−4.2391319 9:−3.620893 10:−0.84653771 11:1.5584985

12:−0.72690475 13:1.0212981 14:0.82094777 15:0.12706149 16:0.44026414 17:0.51657689

18:−1.7734509 19:−0.82144797 20:−0.95747542 21:0.71957904 22:−0.80198896 23:−2.2893806

24:−0.034846626 25:1.8044568 26:0.59219909 27:−0.66372091 28:−1.2759969 29:0.34522814

30:1.7603507 31:0.1729089 32:0.50999016 33:−0.050911739 34:0.95418978 35:−1.2323328

36:1.371628 37:0.25137526 38:−1.2536705 39:0.76166493 40:−1.084955 41:−0.45288616

42:−1.5072262 43:−0.27096277 44:1.378207 #

0.00082887483474428547 1:13.466636 2:−3.3573108 3:5.5644298 4:0.57824087 5:1.6920621

6:−4.2968526 7:−2.6953287 8:12.022702 9:−0.46672329 10:3.9010904 11:0.45902482 12:−2.2463238

13:0.8365761 14:1.4948182 15:−2.4529717 16:−0.018621992 17:−0.018616691 18:−1.1184366

19:2.0151198 20:1.3533055 21:0.72912431 22:0.03273252 23:0.87820792 24:0.90275949

25:0.52287197 26:−1.414227 27:−1.1956365 28:1.5341172 29:−0.20564413 30:0.82979262

31:2.2867506 32:0.16699626 33:−0.2037773 34:1.3190736 35:0.43436375 36:0.012350954

37:−0.05768029 38:0.40372571 39:−0.64488149 40:2.1604466 41:0.53956074 42:−0.20766212

43:0.26843727 44:0.45486873 #

0.0033549197977613297 1:3.8433597 2:2.4452479 3:−2.7605469 4:−2.1829417 5:−0.22223227

6:0.20662466 7:8.3353586 8:1.2071977 9:0.19084433 10:0.58242756 11:0.57760549

12:−0.43349019 13:−0.25145283 14:−1.5430319 15:0.15049267 16:0.13998732 17:0.16344859

18:−0.80469674 19:0.63106662 20:2.2429247 21:−0.69218796 22:0.5077576 23:−1.6572852

24:−1.3704666 25:0.15443374 26:−1.487389 27:1.7199481 28:−1.1768694 29:−0.65691537

30:−0.91387093 31:1.9700028 32:−0.17521015 33:−2.4380445 34:1.2323334 35:0.6152029

36:2.0528264 37:0.37548435 38:−0.73991114 39:2.3915479 40:0.54931939 41:−0.84648585

42:0.14254348 43:−2.3261664 44:−0.0031731338 #

−0.0033549197977613297 1:2.9703248 2:−1.9154285 3:−1.4705251 4:−3.6158135 5:−0.88654208

6:−5.2746539 7:3.5916541 8:−1.5249115 9:0.42257392 10:0.1542328 11:−0.79797947 12:1.5178829

13:−4.328999 14:−1.9303721 15:−3.6791089 16:2.030098 17:3.196708 18:0.70455837

19:−0.99888653 20:−0.90641922 21:−1.3292599 22:−1.3334385 23:−0.034880091 24:−0.21998923

25:−1.0224223 26:−0.27785692 27:0.887824 28:−0.88122153 29:2.4520988 30:−1.8591628

31:−0.2047378 32:−0.43277052 33:1.3049064 34:0.28490406 35:0.58858889 36:0.31118494

37:−0.75974351 38:0.30014536 39:0.16725326 40:0.28239837 41:0.85730082 42:0.18312453

43:0.73757261 44:0.23835303 #

0.0033549197977613297 1:−6.6983242 2:−9.0942469 3:1.7515687 4:−0.034388322 5:−4.4506936

6:0.60848588 7:4.9920249 8:0.42073253 9:−1.6036102 10:4.4492455 11:0.61170918 12:1.7242055

13:−2.4792538 14:1.1316463 15:0.55399567 16:−0.67547733 17:−0.71950591 18:−3.7744215

19:0.12060646 20:1.7497555 21:−0.85744029 22:−0.2730225 23:−0.18385465 24:0.064841606

25:−0.29801944 26:3.2788053 27:1.8581574 28:1.7073642 29:−1.5964348 30:−1.0948637

31:−1.7955403 32:−0.33725154 33:0.59672004 34:−0.64073378 35:−1.2621409 36:−0.2854811

37:−0.77229369 38:3.2878306 39:0.32339731 40:−1.8727088 41:−1.8741317 42:0.62994355

43:0.24595919 44:−0.30926743 #

0.0033549197977613297 1:8.0561037 2:−1.9924136 3:0.82999653 4:−3.7921369 5:−0.51860911

6:−6.4783216 7:1.8349005 8:9.0483742 9:−5.104785 10:0.79596269 11:−3.5503304 12:0.75062472

13:4.4150515 14:0.4702543 15:0.7237826 16:−3.622617 17:−0.06912373 18:−0.52799076

19:1.5017456 20:−3.5132833 21:0.99361396 22:−0.92652875 23:−0.38866544 24:−1.7653948

25:−0.16442132 26:−0.61083925 27:−0.67040193 28:−0.2000851 29:−0.59121299 30:−0.51341027

31:−3.8886027 32:−0.1798937 33:2.6713161 34:−0.14334825 35:0.89026397 36:0.85009325

37:0.19307545 38:0.44975233 39:0.91792029 40:−0.53343427 41:0.32704374 42:−0.82176453

43:−1.5447295 44:0.5786891 #

0.0033549197977613297 1:0.12176631 2:1.5119995 3:−0.2009106 4:2.364769 5:−2.1576962

6:5.2755914 7:5.1912417 8:3.4393139 9:2.883764 10:5.7631373 11:2.7202239 12:−0.32031089

13:2.678786 14:−0.60210669 15:−1.4041533 16:−0.1163752 17:−0.39201191 18:−1.0063212

19:−4.5707445 20:1.3226789 21:−2.5034225 22:−1.5694625 23:−0.089195952 24:0.82619452

25:0.2266219 26:−1.857953 27:−2.5074837 28:−1.8170778 29:0.85228193 30:0.48416921

31:1.206537 32:−1.4583262 33:0.2215921 34:−2.5907068 35:0.39124185 36:−0.14954042

37:0.2999247 38:1.4811584 39:−0.8232218 40:−0.53053021 41:1.00964 42:0.62065589

43:−0.81233174 44:0.47553596 #

−0.0033549197977613297 1:2.9703248 2:−1.9154285 3:−1.4705251 4:−3.6158135 5:−0.88654208

6:−5.2746539 7:3.5916541 8:−1.5249115 9:0.42257392 10:0.1542328 11:−0.79797947 12:1.5178829

13:−4.328999 14:−1.9303721 15:−3.6791089 16:2.030098 17:3.196708 18:0.70455837

19:−0.99888653 20:−0.90641922 21:−1.3292599 22:−1.3334385 23:−0.034880091 24:−0.21998923

25:−1.0224223 26:−0.27785692 27:0.887824 28:−0.88122153 29:2.4520988 30:−1.8591628

31:−0.2047378 32:−0.43277052 33:1.3049064 34:0.28490406 35:0.58858889 36:0.31118494

37:−0.75974351 38:0.30014536 39:0.16725326 40:0.28239837 41:0.85730082 42:0.18312453

43:0.73757261 44:0.23835303 #

−0.00094526216742025517 1:−8.2843933 2:3.6966038 3:−0.46435714 4:1.5304902 5:1.1075522

6:1.9134642 7:−0.79442489 8:0.52520049 9:0.83645153 10:−2.6971796 11:−0.88591361

12:1.3652115 13:0.92740053 14:1.9873277 15:−3.1379786 16:1.0197264 17:−2.7746265

18:0.68137848 19:−1.3835444 20:1.2694755 21:0.34423488 22:−1.891607 23:0.15474756

24:1.2157984 25:−0.04881968 26:−0.55643517 27:−1.6764784 28:2.4692996 29:0.067258775

30:−1.8768005 31:−0.14590223 32:−0.94142735 33:−0.80213898 34:−0.50326455 35:−1.2780002

36:0.13170069 37:−0.80249226 38:−0.58796179 39:−1.7767088 40:−0.65758491 41:1.6625999

42:−1.8933594 43:−1.8352563 44:0.28400037 #

−0.00070168824838637636 1:−6.122613 2:−0.55014724 3:0.29037741 4:−7.820363 5:−0.075020343

6:3.8448997 7:0.31839412 8:2.5894465 9:0.42450967 10:−2.6556973 11:−1.0042195 12:−3.5184166

13:−1.6911469 14:−1.1769295 15:0.024770757 16:−1.4050843 17:0.087066472 18:−0.95585454

19:−0.48107174 20:1.9910818 21:1.4393178 22:−0.28986773 23:2.0448291 24:−0.93548518

25:0.62121999 26:−3.1084788 27:−0.12058441 28:1.0080323 29:1.2899083 30:−0.75200337

31:−1.2419468 32:−1.4561284 33:−0.41465601 34:1.9404265 35:−1.2137595 36:−1.0310935

37:1.5804566 38:−1.6227396 39:−1.3698378 40:−3.1060567 41:−0.70550668 42:1.8586001

43:0.36955735 44:1.0749351 #

−0.00028453538790302203 1:0.6300419 2:4.7734146 3:−1.2489752 4:−8.6097279 5:2.008311

6:−6.2184939 7:−6.5808897 8:2.7158918 9:−2.4301894 10:−1.2175536 11:−2.2188854 12:4.2264996

13:0.93197346 14:6.044878 15:−1.9431387 16:−0.16680923 17:−1.8877845 18:0.58306974

19:−3.674577 20:1.0183392 21:−0.6716578 22:0.09610986 23:−2.1211574 24:0.99420094

25:−0.4703958 26:0.74925768 27:1.062624 28:−1.8707883 29:−0.82231814 30:−0.45962375

31:2.0175238 32:−0.81920165 33:−1.7209393 34:−1.5601432 35:0.26762301 36:−0.3487784

37:−0.77708137 38:−0.33194357 39:1.8212304 40:−0.35933191 41:−1.2618924 42:−0.8380754

43:1.0074747 44:0.51855934 #

−5.9459020420257161e−005 1:−34.113136 2:9.1733046 3:5.3838677 4:7.6956291 5:13.459892

6:−3.5612979 7:−7.1091042 8:5.5747619 9:−2.8808331 10:1.8228761 11:−0.80162328 12:0.45366946

13:0.35113454 14:−5.9756327 15:1.5504394 16:1.9655282 17:2.4146829 18:−2.2898633

19:−0.88621074 20:−1.1601353 21:−0.79647011 22:1.5297979 23:−1.7144865 24:0.64629495

25:1.1985551 26:0.55810708 27:−0.25598845 28:−0.38665497 29:−0.00039836648 30:−1.1873535

31:−0.085017577 32:−0.069415957 33:−0.41498676 34:0.24881725 35:0.18458879 36:0.20159762

37:0.18202665 38:−0.081453502 39:0.168487 40:−0.027624954 41:0.18284768 42:0.38703957

43:0.40067115 44:0.0030078939 #

−3.8922016909529161e−006 1:−2.988956 2:−14.541928 3:−24.152397 4:7.8578658 5:0.62039638

6:−1.4124461 7:−3.5245433 8:0.23765643 9:0.59025252 10:0.51212358 11:−1.3314158 12:−2.0315864

13:−0.2914176 14:0.37882963 15:0.082344197 16:−0.57432884 17:0.080625705 18:−0.14113382

19:−0.13893105 20:−0.28207991 21:0.12245945 22:−0.23306957 23:−0.074358061 24:0.075329393

25:0.095754124 26:0.17469533 27:−0.15946545 28:0.030569298 29:−0.041504841 30:0.1790569

31:0.18031198 32:−0.18188456 33:−0.14256233 34:−0.087481722 35:0.093072012

36:−0.0096975714 37:0.055885319 38:−0.26989311 39:0.060945775 40:0.025113981 41:−0.020692149

42:−0.027143152 43:0.010555366 44:0.17869918 #

APPENDIX C7

SVM Model Weights

(10; Normal/Diseased)

SVM-light Version V6.01

0 # kernel type

3 # kernel parameter -d

1 # kernel parameter -g

1 # kernel parameter -s

1 # kernel parameter -r

empty# kernel parameter -u

10 # highest feature index

138 # number of training documents

71 # number of support vectors plus 1

1.0883106 # threshold b, each following line is a SV (starting with alpha*y)

−0.0058224718477910675 1:−4.8213444 2:1.5760788 3:−0.57018983 4:4.005219 5:−2.8392484

6:1.7106702 7:9.8552361 8:2.2270277 9:−1.4904127 10:−7.1802697 #

−0.0058224718477910675 1:9.4857044 2:0.34912884 3:0.49210653 4:0.40934604 5:0.36403582

6:−2.1638162 7:4.2396574 8:0.71271384 9:−2.6265984 10:−0.67596924 #

−0.0030633937881404216 1:−3.3906956 2:16.927059 3:4.5530434 4:−1.3870215 5:1.6440891

6:−2.1803629 7:5.6633768 8:5.4171095 9:−0.78184611 10:4.4131618 #

−0.0058224718477910675 1:−5.5317745 2:−3.2781949 3:1.4514818 4:4.4336934 5:0.22635397

6:2.3636923 7:2.9700732 8:−0.24828267 9:−2.3608406 10:−1.9967079 #

−0.0058224718477910675 1:−12.11614 2:7.1385088 3:3.1919744 4:−0.5384708 5:−2.1869912

6:−3.1748075 7:−0.84486699 8:−0.32319507 9:2.3280804 10:0.71962136 #

−0.0043431632527545375 1:−7.7268705 2:−24.503897 3:3.4747212 4:−17.230532 5:−1.5916975

6:4.966423 7:−3.4034503 8:18.305843 9:12.179471 10:5.2980161 #

0.0058224718477910675 1:3.6875272 2:3.0250661 3:0.29052538 4:1.6621389 5:−1.077208

6:−1.4265242 7:5.6980257 8:2.4122481 9:−0.23186241 10:−3.5392511 #

0.0058224718477910675 1:4.4914255 2:−0.24480897 3:−2.2583835 4:0.88322991 5:−2.5046406

6:1.9969134 7:−0.0044047181 8:−0.26928857 9:−1.4914516 10:−1.5938169 #

0.0058224718477910675 1:3.5839531 2:−5.883049 3:−4.1707263 4:2.668844 5:−0.41040224

6:−0.95485866 7:−0.55179292 8:−1.9773617 9:−0.17881806 10:−1.001881 #

−0.0058224718477910675 1:16.392971 2:−4.7027459 3:−2.2550261 4:−0.21748754 5:−4.5716577

6:5.9160895 7:5.429513 8:2.0746083 9:−4.2725348 10:−4.7335415 #

0.0058224718477910675 1:−2.9766047 2:2.3910513 3:−0.0033213915 4:−0.17175539 5:−6.0470386

6:−1.3497559 7:−0.36723912 8:0.20253371 9:−0.012134829 10:1.6765274 #

0.0058224718477910675 1:−12.323371 2:−2.5419991 3:−1.609848 4:4.4974389 5:−3.7014587

6:−4.0358763 7:2.6280291 8:4.9896169 9:2.5341156 10:−1.446465 #

0.0058224718477910675 1:4.0929852 2:1.4835061 3:6.1188703 4:−10.270689 5:2.5785246

6:−3.0121825 7:5.101213 8:1.347518 9:−3.5204203 10:2.21015 #

−0.0058224718477910675 1:10.097442 2:−1.8614138 3:1.4156544 4:1.4052474 5:0.31974572

6:−5.6366968 7:−2.7028873 8:−2.4760547 9:2.5067186 10:2.0757139 #

0.0017544354748585118 1:−1.3733028 2:0.68064439 3:7.460279 4:5.9247279 5:−1.6578373

6:0.2775822 7:−24.075966 8:11.05617 9:−14.703788 10:−13.254814 #

−0.0058224718477910675 1:−5.7653995 2:−7.7065129 3:−1.7101065 4:2.9592018 5:0.76229161

6:−3.6607392 7:−1.3269446 8:0.56657773 9:1.139729 10:0.17632462 #

−0.0058224718477910675 1:−4.1156435 2:−0.34006771 3:8.4351921 4:−14.735023 5:2.3358378

6:−6.4112816 7:1.5974257 8:−3.843544 9:−9.0954008 10:4.760253 #

0.0058224718477910675 1:−7.509798 2:−4.5393901 3:−2.8062258 4:3.4199057 5:3.2766123

6:−6.2061114 7:−3.7431328 8:0.69338125 9:1.6215347 10:1.2656826 #

−0.0058224718477910675 1:2.8188708 2:−6.6911874 3:−1.9094163 4:3.7313151 5:2.2988858

6:−4.5035233 7:3.6753259 8:1.7877527 9:−0.5697372 10:−3.8303387 #

0.0058224718477910675 1:8.9275894 2:−15.020937 3:10.042231 4:−1.3609071 5:6.4316907

6:4.8265376 7:5.9696269 8:2.2046807 9:−11.892014 10:6.7493229 #

0.0058224718477910675 1:7.5575404 2:1.2708558 3:−2.5564513 4:2.3454616 5:−4.0419817

6:3.6907179 7:3.6983776 8:0.66216749 9:1.8481812 10:−4.4674816 #

0.0058224718477910675 1:4.8310957 2:−0.51966381 3:3.2191603 4:−5.9580889 5:−3.9725423

6:0.56513089 7:5.1268225 8:−0.1668672 9:0.36320001 10:−3.7878082 #

−0.0058224718477910675 1:−5.7919517 2:−2.1810565 3:0.89991498 4:4.4267159 5:0.42934251

6:0.0051537198 7:2.4697821 8:−0.77805513 9:0.41163149 10:−2.9729836 #

−0.0058224718477910675 1:1.8426523 2:−1.0022681 3:−1.8142201 4:4.7052956 5:−3.3947911

6:−3.9205186 7:2.2534845 8:−0.65490913 9:0.93505371 10:−1.3716303 #

0.0058224718477910675 1:−0.40706003 2:−7.1397123 3:2.6859665 4:−7.0096903 5:3.0317152

6:−4.3316078 7:1.4683849 8:−2.7222147 9:−2.3974659 10:1.5284376 #

0.0058224718477910675 1:1.4998577 2:−0.833125 3:0.15874894 4:−0.16305982 5:−6.3999782

6:−3.0114808 7:−2.3441393 8:−0.62991965 9:0.48263061 10:1.2088264 #

0.0058224718477910675 1:−1.2529821 2:1.393857 3:−0.40100932 4:0.80536771 5:−1.3698692

6:−4.2985444 7:−1.2300457 8:−1.6063071 9:1.3245063 10:2.534188 #

0.0058224718477910675 1:9.6229353 2:−11.464231 3:4.1598067 4:−3.3941331 5:4.1509666

6:1.546693 7:4.3594489 8:2.2675736 9:−7.5672388 10:3.2643189 #

−0.0058224718477910675 1:−3.074358 2:1.3200911 3:−0.80671835 4:2.0445714 5:−2.9063234

6:−4.6124997 7:2.0404482 8:0.62350243 9:0.60801113 10:−3.675019 #

−0.0058224718477910675 1:7.2203302 2:−4.6925292 3:−0.71862835 4:2.4329977 5:0.17405996

6:−2.3858955 7:−3.6205564 8:−1.2306844 9:0.62873197 10:2.9880207 #

−0.0058224718477910675 1:−1.3632743 2:−1.9445323 3:0.65233999 4:−0.58333957 5:−2.1690819

6:−1.557755 7:−3.9043965 8:−0.30472508 9:0.2361026 10:0.85410559 #

0.0058224718477910675 1:10.933654 2:6.4248862 3:3.2384374 4:0.14409828 5:2.0443769

6:−0.96650457 7:−2.7591114 8:3.8425102 9:1.286938 10:−2.7674775 #

0.0058224718477910675 1:5.4943523 2:3.8203344 3:3.2906234 4:0.16825591 5:−4.9035769

6:−0.52033991 7:3.1050794 8:2.5860252 9:2.6400912 10:−3.4708204 #

0.0058224718477910675 1:−4.2092881 2:−2.4297073 3:2.3812873 4:3.7497678 5:−3.525115

6:−4.9855132 7:6.1610827 81.7601898 9:−2.8208137 10:−3.3654191 #

−0.0058224718477910675 1:5.5017767 2:0.76866108 3:3.5021136 4:−3.4441924 5:−1.7227199

6:−2.3480663 7:5.2186608 8:2.0708718 9:1.1557996 10:−2.8974543 #

0.0023869171181780369 1:−8.7888012 2:−5.0174055 3:15.464613 4:12.69648 5:0.48444548

6:4.1684113 7:−0.74741292 8:−3.0366001 9:3.0165656 10:0.36663359 #

0.0058224718477910675 1:−5.0323195 2:−2.8937032 3:0.9245494 4:4.0953684 5:−0.48259613

6:−10.957071 7:−1.3562635 8:1.5278653 9:1.908803 10:1.5891732 #

0.0058224718477910675 1:0.59667957 2:−11.827269 3:0.20600793 4:−4.1515388 5:5.5969896

6:−3.8011801 7:−0.29551542 8:−4.6395001 9:−3.4394548 10:1.4789293 #

−0.0058224718477910675 1:9.0571957 2:−1.9548935 3:−0.75283456 4:1.8611076 5:2.1321533

6:−1.0634044 7:1.7300889 8:−1.4033413 9:−1.565226 10:0.95930284 #

0.0058224718477910675 1:−0.17285712 2:5.3579178 3:−0.74000329 4:0.99322218 5:−6.1377206

6:0.59887767 7:0.042126093 8:−0.2397196 9:1.3158681 10:1.9585021 #

−0.0058224718477910675 1:2.0158556 2:5.64184 3:1.2100551 4:0.38732079 5:−0.91638023

6:0.86250663 7:−5.9655256 8:1.9825593 9:−3.4821234 10:0.86993414 #

−0.0058224718477910675 1:8.4564133 2:−3.6954048 3:−0.36950901 4:2.0615106 5:0.32085344

6:−2.5327203 7:−0.28457209 8:−1.186967 9:−1.2540523 10:2.2149053 #

−0.0058224718477910675 1:−0.60706848 2:−0.56179869 3:−2.8295784 4:2.1079314 5:−2.16576

6:−1.5902358 7:−3.8995321 8:−1.391099 9:1.3323318 10:2.3022547 #

0.0058224718477910675 1:3.9010017 2:−5.5965748 3:−3.4673359 4:3.8046615 5:−0.80037314

6:−2.4926233 7:−0.65297276 8:−1.2992364 9:0.5986374 10:−0.76736987 #

−0.0058224718477910675 1:11.063172 2:−4.1735458 3:−2.1705191 4:3.1756155 5:−2.6342511

6:0.35717416 7:−2.6251674 8:−2.3413982 9:1.3099627 10:2.2732904 #

0.0058224718477910675 1:−1.513376 2:−1.8505038 3:−3.1226563 4:3.4844956 5:−1.8776969

6:−1.47199 7:0.80681765 8:−0.75451481 9:−0.47854143 10:0.9895125 #

0.0058224718477910675 1:5.3318014 2:2.8600442 3:−0.63892436 4:2.671339 5:5.2220407

6:0.021795753 7:−0.1497921 8:−0.35194841 9:2.4227602 10:0.78205884 #

−0.0036313248346271365 1:−9.2383366 2:2.0031359 3:−2.7472436 4:−0.29943109 5:−5.6568513

6:3.7322798 7:5.1578135 8:2.1428649 9:−2.7855699 10:−0.25731304 #

0.0058224718477910675 1:3.194849 2:0.43900785 3:−1.9627602 4:1.2485242 5:−5.9852576

6:0.33253258 7:−1.8617131 8:−0.86069912 9:0.550134 10:1.0473752 #

−0.0058224718477910675 1:5.654953 2:−0.53522277 3:−1.9235955 4:2.7848213 5:1.0320071

6:−3.5737214 7:1.3059427 8:−2.7621024 9:0.64108217 10:−0.40291178 #

0.0058224718477910675 1:−2.6544154 2:−1.6780306 3:0.060192857 4:4.1504841 5:0.24912068

6:−6.624095 7:0.57551324 8:−0.40938711 9:0.95585006 10:−1.6248276 #

0.0058224718477910675 1:0.23982425 2:−2.2714684 3:2.7530899 4:−0.43534729 5:−2.1343725

6:−6.5755577 7:−0.23095936 8:2.4990304 9:0.5341723 10:0.474659 #

0.0058224718477910675 1:2.5546148 2:4.1075654 3:2.0542722 4:1.7574935 5:−6.4822512

6:−3.3165057 7:−1.2411754 8:−1.2139313 9:3.3224194 10:2.2444251 #

0.0058224718477910675 1:0.59482116 2:0.49655741 3:−0.84351039 4:0.95068574 5:−4.0811591

6:−1.6533675 7:−4.1306829 8:−0.31580341 9:1.3122809 10:2.5053549 #

−0.0058224718477910675 1:−9.4932261 2:−2.4200175 3:−0.99547184 4:3.386457 5:−0.25609118

6:−2.623518 7:−2.4135804 8:−0.39986932 9:2.1378477 10:1.8484613 #

−0.0058224718477910675 1:10.264601 2:−0.059173197 3:1.2563672 4:0.93355006 5:0.10213261

6:−3.12937 7:0.1210808 8:−1.4454924 9:2.8236961 10:1.1237521 #

−0.0058224718477910675 1:−0.40237048 2:3.0508842 3:−0.87237811 4:−0.24187045 5:−8.52349

6:4.217833 7:1.0044558 8:−0.71493214 9:0.38238505 10:−0.80563587 #

0.0058224718477910675 1:3.4503579 2:−4.2435541 3:−3.5084748 4:4.1104755 5:−2.2494571

6:−1.1301751 7:1.2851278 8:−1.3474931 9:0.074681044 10:−1.1245632 #

−0.0057869865337552553 1:8.3293247 2:−3.9943771 3:−1.2766048 4:1.7569972 5:2.6435943

6:−2.9492621 7:−2.3212342 8:−2.6703773 9:1.6562256 10:0.99037993 #

−0.0058224718477910675 1:1.5939288 2:−0.68451202 3:−1.9828767 4:2.687711 5:−2.3559065

6:−0.40762001 7:−0.38349798 8:1.4480487 9:0.19084418 10:0.57923073 #

−0.0058224718477910675 1:−6.5375977 2:2.1123948 3:1.1355326 4:−2.3440728 5:−0.40250897

6:−5.1222434 7:2.0590734 8:0.87406713 9:−0.42407495 10:1.3824636 #

0.0058224718477910675 1:3.5110908 2:5.6174746 3:2.5606756 4:2.5834703 5:−7.6688213

6:−1.8434024 7:0.36071539 8:−0.45174024 9:2.6003997 10:0.5911482 #

−0.00064705185971957596 1:3.5329537 2:−10.95813 3:3.4194798 4:−7.8480668 5:3.7418206

6:−3.0329297 7:−2.0779335 8:−0.86376679 9:−0.23510407 10:2.2805333 #

−0.0058224718477910675 1:−7.5607929 2:4.9967093 3:−1.264623 4:1.5839788 5:−3.1135581

6:−1.7120829 7:4.2883148 81110269687 9:−1.0577402 10:−0.98678935 #

−0.0058224718477910675 1:−1.2745243 2:1.3725504 3:−0.40984562 4:−2.6292028 5:−5.3895054

6:5.9739404 7:−4.5711613 8:2.2052009 9:−5.2465138 10:−0.67647785 #

0.0058224718477910675 1:3.9855435 2:−2.1551187 3:0.63115042 4:1.5583338 5:−3.9991305

6:−3.0780492 7:2.0848374 8:2.7543757 9:−2.3052657 10:1.416037 #

−0.0058224718477910675 1:12.198691 2:−4.6254134 3:0.4309229 4:−0.0045036334 5:1.6533217

6:−1.6674639 7:−0.58168441 8:−2.0143023 9:−0.36359423 10:−1.1387699 #

0.0058224718477910675 1:2.7049806 2:1.0712382 3:−0.60530049 4:3.1470454 5:−6.2567849

6:−1.7234993 7:−2.0789998 8:−0.55858582 9:1.1510547 10:3.0091002 #

0.0016856239803782424 1:2.6485436 2:−0.39832091 3:3.7447002 4:−2.1478522 5:−5.6797609

6:−5.3180451 7:0.0458709 8:−0.33030915 9:1.79348 10:−1.4856584 #

−0.0058224718477910675 1:8.7892799 2:−0.5433358 3:0.67584097 4:1.3441595 5:2.1046317

6:−2.3882663 7:0.25097188 8:−1.9213748 9:1.8338643 10:−0.65807337 #

APPENDIX C8

SVM Model Weights

(29; Benign/Malignant)

SVM-light Version V6.01

0 # kernel type

3 # kernel parameter -d

1 # kernel parameter -g

1 # kernel parameter -s

1 # kernel parameter -r

empty# kernel parameter -u

29 # highest feature index

99 # number of training documents

56 # number of support vectors plus 1

0.41759311 # threshold b, each following line is a SV (starting with alpha*y)

−0.0038912456187004405 1:−0.42324471 2:2.5828345 3:−1.8410451 4:−0.4363316 5:0.067014627

6:−1.8869078 7:2.7124326 8:3.5093668 9:−2.1161191 10:0.31742153 11:2.0527875 12:2.6345732

13:−0.53119665 14:−1.2637744 15:0.19591911 16:−2.386672 17:0.98163056 18:0.015205857

19:1.3719232 20:−3.8242466 21:0.63041341 22:2.2860601 23:−2.2027335 24:−1.1924071

25:0.088403225 26:−2.2897179 27:1.8068643 28:−0.78437859 29:−0.35509837 #

0.0020402683483578803 1:16.053837 2:−15.819319 3:−1.6210849 4:3.6457462 5:4.4152589

6:10.210145 7:1.1093941 8:−8.4489651 9:−7.8424716 10:1.2531379 11:−5.7854691 12:0.85058212

13:11.505015 14:0.58409226 15:5.614861 16:−5.0463986 17:−2.4444163 18:−0.25845858

19:1.0797292 20:−3.8040044 21:1.912954 22:0.23680127 23:−0.15167442 24:−1.3719921

25:2.5946932 26:0.17403919 27:−1.2898791 28:0.059081983 29:0.14672025 #

−0.0020713424289802566 1:5.8117294 2:−1.9790573 3:3.3024013 4:1.4090675 5:4.0260754

6:1.7043306 7:−1.2717206 8:−5.0069366 9:−0.5155825 10:4.2741876 11:−0.63364661 12:3.6082911

13:−1.0221395 14:4.3295956 15:−3.6911883 16:3.8338921 17:1.1320567 18:0.076046549

19:0.73055929 20:1.5319011 21:2.0646148 22:2.5041037 23:−1.2301037 24:1.9691244

25:−1.8752548 26:−1.3004006 27:−1.2616713 28:1.7858572 29:−0.20650764 #

0.0038912456187004405 1:−0.23311329 2:−1.5340611 3:−0.56233943 4:−7.4785199 5:−3.6518826

6:−4.7517338 7:−0.41352883 8:−1.1385972 9:−2.3377373 10:0.89005411 11:−3.0769937

12:0.91200078 13:−1.0174296 14:−0.29183522 15:5.4507852 16:1.9547648 17:2.4246554

18:−2.5977473 19:0.059181549 20:0.9693011 21:−1.3478724 22:1.2955381 23:0.29502755

24:−0.31393111 25:−0.025742445 26:−1.3289164 27:−1.1254236 28:0.11153328 29:1.9973383 #

0.0038912456187004405 1:5.7773232 2:−0.2485496 3:−4.9756732 4:2.3672733 5:−1.7608249

6:−4.6183424 7:−6.1881247 8:−1.4636059 9:0.42568609 10:0.91490215 11:2.9737656 12:1.4572622

13:2.3844304 14:3.479558 15:−2.172904 16:1.3687432 17:−2.2401547 18:2.038378 19:−1.0956939

20:2.6179361 21:4.8499289 22:−1.0542914 23:−1.1590868 24:2.5353518 25:0.69207913

26:−5.589396 27:1.1018655 28:4.4162931 29:2.5424984 #

0.0038912456187004405 1:2.3662179 2:1.6748204 3:3.8486438 4:1.4897406 5:−0.9291935

6:−7.1160836 7:−1.9521724 8:1.1360776 9:−1.8011853 10:2.2141206 11:1.7985709 12:−2.1508341

13:1.6635997 14:0.10243254 15:−0.36165324 16:1.0803972 17:0.49766871 18:0.0012823264

19:−0.98907411 20:−2.9658399 21:0.10815067 22:1.4386787 23:−1.396909 24:−0.14514606

25:−0.095915295 26:−0.20809935 27:−1.45952 28:−0.80965692 29:−0.10805699 #

0.0038912456187004405 1:−5.2307115 2:5.5413795 3:4.0636749 4:−6.2058477 5:4.1717806

6:1.6895379 7:0.53004158 8:−4.6441884 9:3.1082587 10:0.048623063 11:−1.3503591

12:0.17829828 13:−0.59768867 14:0.87042594 15:−0.4560613 16:−0.69823253 17:−0.94882631

18:−1.0522534 19:−2.2051711 20:−2.6186538 21:1.3570184 22:−3.7802284 23:1.1904382 24:2.3432648

25:−1.1689653 26:2.4562342 27:0.067852028 28:−2.5447171 29:2.2677996 #

0.0025697199378155304 1:−3.8347991 2:0.4250325 3:−15.678971 4:7.1875505 5:0.54047203

6:−4.0046563 7:1.9759779 8:1.9077226 9:10.761656 10:−8.7568007 11:−1.4441179 12:−0.30809698

13:−1.9578561 14:−4.2252517 15:8.2054901 16:−1.636007 17:2.6754603 18:7.3106451

19:−4.4067588 20:−2.1794596 21:3.0483193 22:−0.39562172 23:−1.4235375 24:1.0369247

25:−0.085445531 26:0.30943248 27:−3.5057745 28:1.2857898 29:0.37323707 #

−0.0038912456187004405 1:7.9274554 2:4.6073709 3:1.4603447 4:2.0189972 5:0.78566617

6:−1.9227256 7:2.3366702 8:3.8609731 9:−1.7538786 10:−1.9488626 11:1.0148774 12:1.0113562

13:0.048932023 14:0.18989503 15:−2.6325822 16:−1.2078793 17:−0.14492357 18:2.2336729

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19:1.5909601 20:3.5689068 21:0.34506276 22:−0.43104431 23:−1.4937686 24:−0.28332224

25:0.084367178 26:2.1458566 27:−2.0169153 28:0.59910655 29:−0.24338524 #

−0.0020303933504211245 1:−9.9491262 2:−0.45659417 3:3.2891505 4:−0.11462954 5:1.8582008

6:−2.3300738 7:2.9500461 8:3.6515126 9:−3.6656382 10:−2.1517365 11:−0.87704921 1

12:0.15539017 13:−0.13543864 14:−2.2653666 15:1.1439101 16:−0.46112978 17:−2.6953235

18:−2.8058879 19:−2.1647458 20:−0.028800163 21:−1.2686228 22:−1.3230211 23:0.28681833

24:0.15093741 25:2.4514618 26:−1.2292511 27:−1.0463799 28:−0.090019494 29:1.1452821 #

−0.0038553465630628793 1:−1.4225143 2:−3.3811448 3:−1.3460624 4:−2.4572864 5:−1.2485046

6:1.5272132 7:3.8467693 8:3.6000576 9:−2.5641577 10:−0.67970216 11:−1.2237694

12:−0.66455346 13:−1.7749182 14:1.801129 15:−0.073441938 16:−1.0443138 17:2.9320962

18:−0.62133968 19:0.24629931 20:−2.5408921 21:−1.9696916 22:−0.15611142 23:−0.55407423

24:0.17331484 25:−2.6666267 26:0.11005254 27:−0.76523972 28:0.82345724 29:2.1196442 #

0.0038912456187004405 1:3.3504007 2:6.2324839 3:2.6426129 4:1.492183 5:3.0097013

6:−1.152725 7:3.869487 8:0.46534666 9:−1.5877725 10:−2.5205293 11:0.012004626 12:−1.0621814

13:−0.17664123 14:−2.0569618 15:−1.6601045 16:1.1510824 17:0.25813934 18:0.13201335

19:−1.131669 20:1.1496286 21:−1.575572 22:0.2038112 23:0.46738106 24:−0.70897067

25:−0.56662709 26:−0.48662603 27:0.020907728 28:−0.37763599 29:−1.4949493 #

0.0020860413043267655 1:7.2026958 2:2.506717 3:1.6384877 4:2.1010149 5:2.6597629

6:−2.2723093 7:2.6085973 8:2.0390947 9:−0.71968418 10:−1.0824095 11:−1.1634985 12:0.56328827

13:0.013427491 14:−0.22713479 15:−1.2914221 16:−0.4034566 17:−0.095398933 18:0.86121124

19:−0.20695956 20:−0.28110185 21:−1.1006707 22:1.2550631 23:1.8677807 24:0.83824652

25:−0.20042829 26:−0.23248933 27:1.6082169 28:0.2339604 29:−0.94725752 #

−0.0038912456187004405 1:3.5024867 2:6.5884976 3:3.7849009 4:5.5771961 5:−0.03644076

6:−2.7955492 7:−3.0185244 8:−0.16116621 9:2.5598824 10:3.5982747 11:2.4496856 12:1.4353561

13:−2.3376217 14:1.5091493 15:−1.8332916 16:−1.7814847 17:1.6831902 18:0.072118565

19:1.0114408 20:−2.0413392 21:1.1551036 22:−2.3068783 23:−0.18732563 24:−1.1784918

25:0.81769562 26:−0.1530675 27:−1.8969883 28:−0.93342912 29:−0.20815188 #

−0.0024522298820238162 1:−0.26397073 2:−4.3800235 3:0.96010846 4:−6.5841908 5:1.6685443

6:−0.56736088 7:−0.083688535 8:−2.66816 9:−1.6018287 10:−2.2983365 11:−3.507324

12:0.0095484713 13:1.2482775 14:−0.31201324 15:0.47953141 16:0.59642285 17:−0.47637615

18:−1.1856458 19:−1.6341721 20:3.4143758 21:−0.020608557 22:0.73003125 23:−0.81526971

24:−1.5109706 25:−0.14740245 26:0.54324085 27:−0.27993053 28:−1.0582408 29:0.91323972 #

−0.0038912456187004405 1:4.1020322 2:−4.588994 3:−0.25456351 4:−0.32246256 5:1.8932445

6:2.0895927 7:−1.0208099 8:0.88184685 9:0.078009665 10:2.6228025 11:−0.4592624

12:−0.73257983 13:0.5757004 14:2.9550624 15:0.52651018 16:1.6183442 17:1.271421 18:1.9024082

19:−0.82549751 20:−0.39238787 21:1.6686051 22:0.77140731 23:0.098474815 24:−3.1235452

25:−1.6336083 26:−0.1539748 27:1.9261986 28:0.8454203 29:0.083330788 #

−0.0038912456187004405 1:1.2363012 2:−5.582078 3:−0.33564591 4:0.31853491 5:0.18021882

6:−0.46712884 7:−0.77220786 8:−0.43467858 9:−1.853532 10:−2.5806634 11:−1.1961414 12:1.362698

13:−1.7099397 14:−2.9604051 15:−1.8374467 16:0.26128343 17:1.0424188 18:−1.4112453

19:−0.62311435 20:1.0762979 21:1.1709037 22:1.9389135 23:−0.1562897 24:−0.12180445

25:−1.104779 26:1.1268845 27:−0.58998162 28:0.19233964 29:−0.0052791387 #

−0.0013349286371904696 1:−7.7966084 2:1.8707227 3:−23.323887 4:1.0747559 5:1.0184501

6:−3.600925 7:9.3491745 8:−7.7337961 9:−1.2228185 10:7.7243834 11:2.0076487 12:−4.368228

13:−1.5946441 14:−0.2912291 15:−2.0482881 16:−0.38283157 17:−1.6580502 18:−1.0132759

19:−0.17344542 20:0.65646726 21:−0.49175465 22:0.29616475 23:−0.65766221 24:−0.40362445

25:0.31434533 26:0.98643875 27:0.016180724 28:0.12472247 29:−0.22155482 #

0.00049845306018736827 1:−4.6370125 2:25.3416 3:−16.121107 4:−0.6962499 5:−0.097961165

6:9.8783503 7:−13.519696 8:12.443069 9:−2.8442738 10:6.2117672 11:−14.486603 12:−1.9520348

13:1.2228634 14:−1.8063329 15:−1.0748529 16:0.99744153 17:−1.7065885 18:−0.12526843

19:0.24673074 20:0.050437115 21:0.24593517 22:−0.1737472 23:−0.39504737 24:0.86062044

25:−0.12319233 26:0.65940768 27:−0.34209335 28:0.20274197 29:−0.72116911 #

0.0038912456187004405 1:0.2945444 2:1.5663686 3:2.0269644 4:−1.3007404 5:2.2870119

6:−3.3503802 7:1.4742044 8:3.5182641 9:−3.8660257 10:−0.30044997 11:2.4009323 12:0.023592524

13:−0.092459396 14:−1.9675099 15:−0.52797329 16:1.6415339 17:−1.3027037 18:1.1715622

19:−1.3815528 20:0.1912863 21:0.80708176 22:−1.3128206 23:−1.3250409 24:−1.3467921

25:0.47949335 26:−0.77753985 27:1.4726981 28:−0.20863654 29:−0.41831556 #

−0.0020646145995383684 1:−4.6798587 2:6.9537511 3:7.7693982 4:2.5801184 5:5.2154336

6:1.5670055 7:−1.2078696 8:−3.9267974 9:−0.82684386 10:3.3592942 11:−0.31578901

12:−0.053109273 13:−1.4976189 14:1.5029013 15:−2.4395096 16:2.8694046 17:2.9962363

18:1.3835291 19:−1.5468376 20:−0.57736629 21:−1.5085028 22:−1.9168996 23:1.0982634

24:−1.5078399 25:−0.74366945 26:−2.0148342 27:−4.1114769 28:0.23374891 29:−1.7665157 #

−0.0016004427029042917 1:−6.6617446 2:2.1398783 3:4.6612291 4:4.1200266 5:−9.3816519

6:−0.51241511 7:1.9775529 8:−2.3050761 9:0.16089861 10:2.2131913 11:−1.6792704 12:3.156086

13:0.84659821 14:−2.3553936 15:2.7890522 16:1.8426282 17:0.29614833 18:0.99678963

19:1.0124475 20:−0.8951236 21:−0.28949109 22:−2.5569632 23:1.5312668 24:−1.8644742

25:0.57216853 26:0.16517471 27:0.74864984 28:0.27347502 29:−0.47111201 #

APPENDIX C9

SVM Model Weights

(9; Early/Late)

SVM-light Version V6.01

0 # kernel type

3 # kernel parameter -d

1 # kernel parameter -g

1 # kernel parameter -s

1 # kernel parameter -r

empty# kernel parameter -u

9 # highest feature index

59 # number of training documents

41 # number of support vectors plus 1

0.51655237 # threshold b, each following line is a SV (starting with alpha*y)

−0.0050915505695401271 1:−8.3236828 2:−2.2087071 3:−0.27089623 4:2.6121626 5:2.6397204

6:3.6725602 7:2.614264 8:2.3370502 9:−2.1257644 #

−0.001830136480510669 1:8.4171867 2:5.161294 3:1.8632329 4:5.0714602 5:5.020833

6:−0.54171818 7:−0.74185503 8:−5.2189178 9:6.4979911 #

−0.0050915505695401271 1:12.019065 2:−4.8004398 3:4.4707756 4:4.196064 5:4.823154

6:−7.7504168 7:3.056613 8:−2.0674977 9:5.8091102 #

0.0050915505695401271 1:0.12176631 2:1.5119995 3:−0.2009106 4:2.364769 5:−2.1576962

6:5.2755914 7:5.1912417 8:3.4393139 9:2.883764 #

0.0041073606848502859 1:−13.079961 2:1.0930103 3:2.5594432 4:0.53382522 5:−14.319618

6:−7.9226675 7:−5.8632889 8:−4.1756377 9:−1.4476115 #

−0.0050915505695401271 1:−3.3880587 2:−2.6414342 3:2.8064957 4:−1.3999835 5:−2.6332676

6:6.3005533 7:1.1491936 8:2.35604 9:0.27799395 #

−0.0050915505695401271 1:2.5751998 2:10.221202 3:−0.95512414 4:9.3179073 5:−1.7831018

6:4.4525976 7:2.2225649 8:1.906949 9:2.5413458 #

0.0050915505695401271 1:12.366791 2:6.0081248 3:1.7113053 4:2.7979217 5:6.9255257

6:−8.9968224 7:−2.4731126 8:−1.0733718 9:1.2842386 #

0.0050915505695401271 1:8.6113596 2:0.035663262 3:0.78688341 4:1.3550853 5:3.178411

6:−1.0208944 7:−0.012796087 8:0.31668177 9:1.7832772 #

0.0050915505695401271 1:9.7260504 2:−7.8163357 3:6.8109908 4:4.9323745 5:−1.6638223

6:3.745981 7:−0.47318304 8:2.3136632 9:0.40887526 #

−0.0016763983261444369 1:6.7611756 2:−14.71443 3:8.2472305 4:7.897903 5:2.2104344

6:1.6990815 7:−5.5606017 8:−3.6665649 9:0.020383494 #

0.0050915505695401271 1:−7.6496434 2:2.703886 3:0.28662038 4:1.7879531 5:−3.0434427

6:−1.193588 7:6.320919 8:0.0046777669 9:−1.8738962 #

−0.0050915505695401271 1:4.2723708 2:1.0816427 3:−5.1717262 4:−9.1334429 5:−1.5630178

6:−4.2477694 7:−1.4042612 8:8.0716524 9:−0.61411405 #

−0.0050915505695401271 1:5.4242792 2:8.5105228 3:−3.6257584 4:−4.6308413 5:−0.75645578

6:−0.45588413 7:−0.88993597 8:−5.7085314 9:−1.9537624 #

−0.0050915505695401271 1:0.6300419 2:4.7734146 3:−1.2489752 4:−8.6097279 5:2.008311

6:−6.2184939 7:−6.5808897 8:2.7158918 9:−2.4301894 #

−0.0050915505695401271 1:−5.463172 2:7.882761 3:−2.6611001 4:4.7720952 5:−2.6212659

6:−0.66245055 7:6.5618205 8:0.32615471 9:1.1786789 #

0.0050915505695401271 1:−0.24590166 2:−8.1644478 3:3.5928798 4:−1.0753064 5:−2.0135837

6:−0.10096657 7:−1.1228001 8:−3.6788621 9:−1.2726107 #

0.0050915505695401271 1:−6.6983242 2:−9.0942469 3:1.7515687 4:−0.034388322 5:−4.4506936

6:0.60848588 7:4.9920249 8:0.42073253 9:−1.6036102 #

0.0050915505695401271 1:−1.9800807 2:2.2620521 3:2.8543808 4:1.8967757 5:−8.6841125

6:7.2651377 7:−6.1430531 8:2.780396 9:5.0979185 #

−0.0050915505695401271 1:5.0472207 2:−15.336944 3:10.763581 4:0.12245622 5:−1.045119

6:5.0700855 7:0.022931358 8:1.0390165 9:−1.5287296 #

−0.0050915505695401271 1:1.2953433 2:−10.811604 3:10.668916 4:7.6443572 5:4.8650537

6:−2.3720403 7:−0.53300303 8:1.4913656 9:2.2692528 #

0.0028402704586087501 1:7.9950004 2:7.8763146 3:−2.6768916 4:4.3499146 5:−0.26874429

6:−1.2617569 7:7.5231724 8:−1.001968 9:−3.2742054 #

0.0050915505695401271 1:4.3136711 2:11.85136 3:−2.4349139 4:4.3976011 5:−0.064428166

6:3.3004136 7:0.26722765 8:0.083926447 9:2.1508505 #

0.0050915505695401271 1:1.7432362 2:2.2080975 3:−0.45811424 4:−0.25904602 5:3.5310566

6:−1.0701555 7:2.6190839 8:−1.5763268 9:−0.24684133 #

−0.0050915505695401271 1:17.764666 2:13.276847 3:−6.217092 4:0.85309285 5:−3.2269576

6:7.2593732 7:−5.8735247 8:3.7184291 9:0.69418424 #

−0.0050915505695401271 1:2.9703248 2:−1.9154285 3:−1.4705251 4:−3.6158135 5:−0.88654208

6:−5.2746539 7:3.5916541 8:−1.5249115 9:0.42257392 #

−0.0050915505695401271 1:5.9731479 2:−2.2345276 3:2.4485157 4:0.69162613 5:0.90995193

6:0.060546741 7:1.8535619 8:−4.2391319 9:−3.620893 #

0.0050915505695401271 1:11.704061 2:6.5949616 3:0.45483977 4:4.3702846 5:0.58678722

6:4.2801876 7:−6.5564938 8:−2.7858698 9:−10.711282 #

0.0050915505695401271 1:8.0561037 2:−1.9924136 3:0.82999653 4:−3.7921369 5:−0.51860911

6:−6.4783216 7:1.8349005 8:9.0483742 9:−5.104785 #

0.0050915505695401271 1:3.8433597 2:2.4452479 3:−2.7605469 4:−2.1829417 5:−0.22223227

6:0.20662466 7:8.3353586 8:1.2071977 9:0.19084433 #

0.0050915505695401271 1:−7.5296364 2:−0.089652337 3:1.6496497 4:−2.9499371 5:−0.089410551

6:−1.4661449 7:5.7495131 8:−0.59138709 9:−2.9437177 #

−0.0050915505695401271 1:4.9163074 2:8.6507969 3:−2.8113577 4:−2.7883282 5:3.6005468

6:−3.0850611 7:−1.1117666 8:−1.8606527 9:−0.43682045 #

−0.0050915505695401271 1:2.9703248 2:−1.9154285 3:−1.4705251 4:−3.6158135 5:−0.88654208

6:−5.2746539 7:3.5916541 8:−1.5249115 9:0.42257392 #

0.0050915505695401271 1:2.1832664 2:5.4387846 3:1.7195971 4:2.0288308 5:0.93580216

6:1.0958407 7:−1.1356411 8:−1.3170016 9:0.4036161 #

−0.0050915505695401271 1:−3.0042043 2:−3.113188 3:0.97381061 4:3.8624547 5:0.49664947

6:6.8813305 7:3.981081 8:0.12391745 9:−7.6547618 #

−0.001825325896597868 1:−4.7538085 2:−0.59608591 3:1.9817924 4:0.188968 5:1.4622716

6:2.7846963 7:−0.015608484 8:−0.34373811 9:−0.33039114 #

0.0050915505695401271 1:1.5687745 2:2.8747225 3:−4.5921497 4:0.64045548 5:−1.2402862

6:−1.6395731 7:6.439642 8:2.6914668 9:−1.4795072 #

0.0050915505695401271 1:13.466636 2:−3.3573108 3:5.5644298 4:0.57824087 5:1.6920621

6:−4.2968526 7:−2.6953287 8:12.022702 9:−0.46672329 #

−0.0050915505695401271 1:−8.2843933 2:3.6966038 3:−0.46435714 4:1.5304902 5:1.1075522

6:1.9134642 7:−0.79442489 8:0.52520049 9:0.83645153 #

−0.0016146717504300374 1:−5.3749466 2:−0.57213622 3:1.9126483 4:−0.20721766 5:2.5620048

6:0.42490456 7:2.1423569 8:2.1214426 9:2.944675 #

APPENDIX C10

SVM Model Weights

(82; Normal/Diseased)

SVM-light Version V6.01

0 # kernel type

3 # kernel parameter -d

1 # kernel parameter -g

1 # kernel parameter -s

1 # kernel parameter -r

empty# kernel parameter -u

82 # highest feature index

138 # number of training documents

66 # number of support vectors plus 1

0.91588255 # threshold b, each following line is a SV (starting with alpha*y)

−0.0076483405254407864 1:4.5847425 2:2.2634013 3:2.0592687 4:−5.0744176 5:0.49108469

6:0.22187696 7:−0.36198542 8:0.55549079 9:1.16945 10:−0.87860185 11:−1.1730505

12:−0.3179169 13:0.23897839 14:0.0276103 15:−0.61931932 16:−0.36701918 17:0.615264

18:0.36962268 19:0.44902951 20:−0.33884093 21:1.0904425 22:−0.38783035 23:−0.37142119

24:0.39539182 25:−0.4826895 26:−0.21500368 27:−0.67627174 28:0.3106209 29:−0.19005503

30:−0.4044213 31:0.18639822 32:0.53177643 33:−0.0049400758 34:0.10411026 35:0.68578869

36:0.6420173 37:0.20198441 38:−0.2101412 39:0.064416796 40:−0.47914064 41:0.10461269

42:−0.16773476 43:−0.24920754 44:0.18940452 45:−0.1689584 46:0.062387589 47:−0.45937023

48:−0.33496517 49:−0.14661789 50:−0.22380395 51:−0.074915603 52:−0.1020799 53:−0.0018175301

54:−0.30253807 55:0.095320068 56:−0.015116707 57:0.21616898 58:0.050350856 59:0.12480601

60:−0.16774625 61:−0.0094391638 62:−0.15444873 63:−0.085922405 64:0.12145302

65:−0.061998256 66:−5.1350667e−005 67:0.060637005 68:0.098352186 69:0.0060797031

70:−0.10896418 71:−0.12341803 72:0.051324908 73:−0.029632403 74:0.058390208 75:0.11286738

76:−0.061157502 77:−0.065740541 78:0.058845371 79:0.0075725247 80:0.030219166

81:−0.056935508 82:0.25329241 #

−0.00044922431503931562 1:2.7292669 2:−0.87484086 3:1.3847753 4:−2.5739579 5:−1.6700684

6:1.5497742 7:2.4080608 8:−0.16631955 9:0.71711522 10:0.83663976 11:−0.34217042

12:−0.62897521 13:−0.24687213 14:0.016595371 15:−0.068257757 16:0.74069893 17:0.046216469

18:−0.15484238 19:−0.22101912 20:0.51348305 21:−0.085669801 22:−0.29448444 23:0.5208143

24:−0.14858969 25:−0.43966821 26:−0.56693649 27:0.55913043 28:0.22785313 29:−0.56943578

30:−0.35407853 31:−0.24522364 32:0.55069065 33:0.20480718 34:0.30379486 35:0.16293195

36:0.15258834 37:0.060010027 38:0.003893218 39:0.10791249 40:0.025357278 41:0.01221049

42:−0.13418299 43:0.22918029 44:−0.24793933 45:−0.043030676 46:−0.15973574 47:0.022680411

48:−0.22957636 49:−0.30749011 50:−0.011659611 51:−0.29319248 52:0.068978317

53:−0.015883964 54:−0.084682703 55:−0.090296596 56:−0.17299882 57:0.17286356 58:0.11593377

59:0.079820968 60:0.10089025 61:0.0374109 62:−0.057096943 63:0.029226493 64:−0.13218029

65:−0.01847516 66:−0.11948834 67:0.050875507 68:−0.20623796 69:0.062507994

70:−0.001748995 71:0.10765689 72:−0.15362611 73:0.010407766 74:−0.01776205 75:−0.045297291

76:−0.096473232 77:−0.038755342 78:0.04264988 79:−0.0060658264 80:−0.048446387

81:−0.0060270764 82:0.25329241 #

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6:0.886015 7:1.8407021 8:0.18502738 9:−0.11585715 10:1.9997953 11:−1.855323 12:1.511979

13:−1.6631278 14:0.7318204 15:−0.44916517 16:−1.2758362 17:−0.5231505 18:0.33729729

19:0.2270249 20:0.12768893 21:0.70871359 22:0.14002234 23:−0.16169912 24:−0.23062897

25:0.23679484 26:−0.28617558 27:−0.16430555 28:−0.16047885 29:−0.26272172 30:1.0595289

31:0.080195658 32:0.23094855 33:−0.0027916753 34:0.027821295 35:−0.087868601

36:0.0089416346 37:0.086345434 38:0.089552544 39:0.13538322 40:−0.083581984

41:−0.036680561 42:0.29984289 43:−0.19133432 44:−0.18991344 45:−0.038103603 46:0.060575396

47:−0.21550873 48:0.19764003 49:−0.31966409 50:−0.11456911 51:−0.12018149 52:0.06280674

53:0.056707256 54:0.1730841 55:−0.12535621 56:0.13015634 57:0.024985867 58:0.0010376547

59:−0.32023323 60:0.025551204 61:0.0029451507 62:−0.01172725 63:0.085252084

64:0.039614592 65:0.034663673 66:0.021892343 67:0.06643419 68:−0.12030014 69:0.066777527

70:0.085736215 71:0.014435894 72:0.11806186 73:0.085510179 74:−0.025865363

75:0.032559432 76:−0.031891055 77:0.068707459 78:−0.041551165 79:−0.068723224

80:0.0071537192 81:−0.049376685 82:0.25329241 #

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6:−0.051177371 7:2.3851252 8:0.23879933 9:−0.22404511 10:0.9515605 11:1.3752612

12:−0.47283813 13:−0.62004745 14:−0.15891433 15:−0.23082669 16:0.22891361 17:0.2984466

18:0.40207329 19:−0.25207257 20:1.114337 21:−0.085014805 22:−0.23101467 23:1.0295955

24:−0.13797589 25:−0.86484188 26:−0.36626312 27:0.47487071 28:0.29537171 29:0.37726468

30:0.34178337 31:−0.33228907 32:0.20104116 33:0.33601233 34:−0.41333455 35:−0.12814856

36:−0.11505847 37:−0.34001675 38:0.017345911 39:0.69055814 40:−0.20999053 41:−0.28078789

42:0.031112036 43:0.49086183 44:0.078199729 45:−0.11319491 46:0.024288604 47:−0.32287583

48:−0.39810702 49:−0.13391301 50:0.36462301 51:0.32107246 52:−0.14707287 53:0.016873788

54:−0.1542756 55:0.17066027 56:−0.040824272 57:−0.11435414 58:0.048499148 59:−0.11851748

60:0.25437239 61:0.12829477 62:0.001029599 63:−0.073667184 64:−0.094490662 65:0.069974028

66:−0.020970093 67:0.17274797 68:−0.0263604 69:−0.0022221897 70:−0.010828389

71:−0.059272483 72:0.084768288 73:−0.11710385 74:0.038728788 75:0.10109479 76:−0.0091925208

77:−0.03793776 78:−0.0065581268 79:0.081904575 80:0.014569444 81:−0.013232046

82:0.25329241 #

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6:1.1282589 7:4.770062 8:−1.29501 9:−1.9618376 10:−1.1694449 11:0.52534366 12:0.20604922

13:−2.2680326 14:0.31232414 15:−0.22935958 16:−0.12984578 17:1.4539638 18:−0.66572165

19:−0.61231405 20:0.11244271 21:0.14783788 22:0.11083714 23:0.29934567 24:−0.87440795

25:0.15323026 26:1.0258993 27:0.27414846 28:−0.04812938 29:−0.12562743 30:0.19762035

31:−0.17843114 32:0.40907478 33:0.25319341 34:0.048380677 35:−0.19457053 36:−0.23681453

37:0.13493825 38:0.17903772 39:0.35236469 40:−0.53913647 41:0.080974691 42:−0.26547015

43:−0.30515867 44:0.010836482 45:0.12052717 46:0.074725874 47:−0.17282738 48:−0.11382633

49:−0.11617535 50:0.19010371 51:−0.0024177416 52:0.19004396 53:−0.16984753 54:0.094210982

55:0.2869454 56:−0.038896669 57:0.092624567 58:−0.12117749 59:0.095160618 60:0.022614149

61:−0.22998363 62:−0.035386126 63:0.088216156 64:0.0059904926 65:−0.12207601

66:−0.044122107 67:−0.16771907 68:0.089419238 69:−0.0554187 70:−0.04553055 71:0.022514403

72:0.074693039 73:−0.091671467 74:0.018955754 75:−0.11902653 76:−0.038560998

77:0.034875493 78:−0.11377853 79:−0.00077183789 80:−0.061335351 81:−0.088626988

82:0.25329241 #

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6:−1.6723894 7:−1.4600012 8:1.1860324 9:1.239713 10:0.81957269 11:−0.32550952 12:−0.55861676

13:−0.18325511 14:−0.22688431 15:−0.21395828 16:−0.93185627 17:0.20886678 18:0.13881239

19:−0.33757123 20:0.44255421 21:0.31845215 22:0.056041222 23:−1.5434151 24:−0.14916039

25:0.18890569 26:0.67844182 27:1.3269674 28:0.55836189 29:0.19340102 30:0.43353793

31:−0.99362516 32:0.91038316 33:1.1408969 34:0.31660739 35:0.34252787 36:−0.72257799

37:−0.46841586 38:−1.0209457 39:0.24468613 40:−0.075987726 41:0.45763588 42:0.089487724

43:0.36740333 44:−0.040773667 45:0.42630103 46:−0.39231455 47:−0.34097144 48:0.10832095

49:−0.035751157 50:−0.17712952 51:−0.22984697 52:−0.15966576 53:0.054046173 54:−0.1670076

55:−0.24421507 56:0.26292667 57:0.058809381 58:−0.085042097 59:0.1784807 60:−0.090719037

61:−0.076136403 62:0.18277626 63:−0.014541054 64:−0.12680072 65:0.0041166362

66:−0.05693952 67:−0.009223762 68:0.077097706 69:−0.072531514 70:0.030093649 71:0.077202767

72:−0.067946836 73:0.015153731 74:−0.094144031 75:0.067356981 76:0.0079724956

77:0.030221352 78:0.002898871 79:0.012197466 80:−0.0044414075 81:0.030008562

82:0.25329241 #

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6:0.41640604 7:−0.26739401 8:1.0713867 9:−0.31974295 10:−0.88768101 11:−0.13179372

12:−0.08601705 13:−0.12007866 14:0.88547117 15:0.6711638 16:−0.63679755 17:1.0436785

18:−0.20595425 19:0.19097529 20:0.62846404 21:−0.16020004 22:0.46306559 23:0.048650976

24:0.28169036 25:−0.60569304 26:−0.37091634 27:−0.12243859 28:0.21760912 29:−0.23224078

30:−0.52316302 31:0.51549333 32:−0.64715832 33:−0.15821511 34:−0.095805489 35:−0.023212345

36:−0.35592464 37:−0.24998397 38:−0.13912265 39:0.067599528 40:−0.074657343 41:−0.15317573

42:0.423792 43:0.18411036 44:−0.042168655 45:0.26337865 46:0.57878953 47:0.39212322

48:0.058100116 49:−0.21698788 50:−0.064674288 51:0.063105181 52:0.031948261 53:0.10002521

54:0.02464137 55:0.051568132 56:−0.25280839 57:0.080034398 58:0.26760021 59:0.20775615

60:−0.048556402 61:−0.08541014 62:0.24948281 63:−0.082818843 64:−0.14832869 65:0.12030313

66:−0.054670993 67:−0.05423595 68:0.10971306 69:−0.014325269 70:−0.044792432

71:0.20490377 72:−0.0062538898 73:0.026925711 74:0.043139815 75:0.029467251

76:−0.0021748471 77:0.0485989 78:0.064881511 79:−0.024845082 80:−0.043836217 81:−0.0997077

82:0.25329241 #

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6:−0.27352577 7:1.5930518 8:0.38376945 9:1.6629692 10:−1.3885146 11:2.3340931

12:−0.054302484 13:−0.17919821 14:0.42166984 15:0.2118218716:0.5195474 17:0.067542337

18:−0.86686736 19:0.86120147 20:−0.14290035 21:−0.2029241 22:0.4419525 23:0.82795292

24:0.23999192 25:0.51351893 26:−0.19925565 27:−0.5412268 28:−0.13415499 29:−0.068471946

30:0.4770731 31:0.029407311 32:0.5765447 33:−0.56791747 34:−0.13480355 35:0.44296059

36:−0.064839892 37:−0.15890415 38:0.21500614 39:−0.18021694 40:−0.60670781 41:−0.047837473

42:0.022065988 43:−0.25367579 44:0.62644428 45:0.27425531 46:0.13100083 47:−0.50767177

48:0.2815612 49:−0.091984488 50:−0.28374043 51:0.033678703 52:0.14927301 53:0.14131416

54:−0.036364838 55:0.031883806 56:0.065345913 57:−0.037159827 58:−0.071655668

59:0.15219162 60:0.026322618 61:−0.065573119 62:0.048991051 63:−0.084432766

64:−0.057116892 65:0.24003533 66:0.0039681606 67:−0.0093432497 68:−0.017792653

69:−0.05870457 70:0.023568843 71:−0.065016292 72:−0.0044201193 73:0.015904099

74:−0.075103998 75:0.064098649 76:0.0098518692 77:0.062355176 78:0.05770335 79:−0.10099295

80:0.034868445 81:0.015963936 82:0.25329241 #

0.010140794447390309 1:−4.1371694 2:3.247313 3:1.5488372 4:2.1306124 5:0.076607205

6:0.77619171 7:2.1699479 8:1.0553551 9:−1.6450247 10:−0.256722 11:−1.023086 12:0.0088802725

13:0.69740379 14:0.35752964 15:0.78221714 16:0.015664212 17:−0.66256732 18:0.013428795

19:0.38016322 20:0.42372048 21:−0.76154864 22:1.5354502 23:−0.81900328 24:0.40335721

25:0.43321145 26:−0.49061343 27:0.21595629 28:0.061132494 29:0.24946894 30:−0.61602104

31:−0.29535908 32:−0.086960718 33:−0.82157582 34:−0.17725144 35:−0.62329596 36:−0.58398896

37:−0.26470143 38:−0.23674664 39:−0.16934665 40:−0.13747382 41:−0.08068835 42:−0.50744444

43:−0.21849048 44:−0.15728588 45:−0.40683433 46:0.089571439 47:−0.22218646 48:−0.26643953

49:−0.21469624 50:0.048496488 51:−0.035119418 52:−0.090131447 53:0.037757535

54:−0.35595295 55:−0.13658559 56:−0.054087948 57:−0.083727963 58:0.052598465 59:0.085117072

60:0.11267716 61:0.13963972 62:0.0078268088 63:0.25140557 64:0.024301574

65:−0.0076780352 66:−0.1301339 67:−0.14596663 68:−0.11988603 69:0.067040093 70:0.12744001

71:0.032765571 72:0.1281205 73:0.061594952 74:−0.031729899 75:0.081476592 76:−0.08268398

77:−0.067217961 78:0.0087663494 79:0.0098926937 80:−0.0090905735 81:0.039001472

82:0.25329241 #

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6:−2.8033917 7:−1.4413491 8:1.5224484 9:1.8574331 10:−0.045176703 11:−0.26056677

12:−0.91296232 13:0.53769797 14:0.12464325 15:−1.5257736 16:0.0065172375 17:0.16323173

18:0.57849044 19:0.3868342 20:0.7542969 21:−0.26354387 22:−0.46942788 23:0.14543609

24:0.075713098 25:−0.29288822 26:0.56308526 27:−0.40826803 28:0.073977292 29:−0.20787065

30:0.13102642 31:0.00035501234 32:0.25087476 33:−0.24365909 34:−0.42595544 35:0.060347307

36:−0.12909004 37:−0.14663725 38:0.34130844 39:0.34116295 40:−0.12632339 41:−0.48732257

42:0.18367004 43:−0.42145506 44:0.2766315 45:−0.13402918 46:−0.27153131 47:0.24115941

48:0.030122265 49:0.034082003 50:0.20779416 51:−0.21837978 52:−0.065812759

53:−0.077067494 54:−0.038395625 55:−0.13360102 56:−0.32544705 57:0.19000578 58:−0.011514278

59:−0.055158172 60:−0.012644858 61:−0.0072809733 62:0.11915585 63:0.17997804

64:−0.057244699 65:−0.19111633 66:0.019482378 67:−0.10509145 68:−0.15546803 69:−0.14434534

70:0.012139316 71:0.027630648 72:0.061719794 73:0.0098098945 74:0.011975448

75:−0.031700905 76:−0.017836515 77:−0.0094708651 78:−0.077912182 79:−0.019385353

80:−0.012621189 81:−0.013810867 82:0.25329241 #

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6:−1.4319143 7:−1.7905619 8:−1.1273483 9:0.62155408 10:0.79449165 11:−0.44127455 12:1.936054

13:0.58078474 14:0.033164572 15:−0.044798613 16:−0.62758458 17:0.32621294 18:−0.95531911

19:0.75106478 20:0.65697551 21:−0.5813753 22:−0.034206238 23:0.26181296 24:0.061108191

25:−0.29467076 26:−0.18484378 27:0.88564676 28:−0.10793303 29:0.6550312 30:−0.088795416

31:0.0096849464 32:−0.081404671 33:−0.16644143 34:−0.19583501 35:−0.25153825

36:0.098348863 37:0.26091307 38:0.10535178 39:0.017809503 40:0.089981742 41:0.40348145

42:0.1128048 43:0.18216892 44:0.29997975 45:−0.27850741 46:0.4457044 47:−0.11780976

48:−0.26756835 49:−0.033972185 50:0.045925472 51:−0.00088148023 52:−0.070664935

53:0.20158044 54:0.08260829 55:−0.093603566 56:0.10176333 57:0.051761001 58:−0.11161759

59:0.078998119 60:−0.095937975 61:−0.10439479 62:0.069873109 63:0.30256033 64:0.093203656

65:−0.080625921 66:0.041989177 67:−0.076998971 68:−0.049412522 69:−0.0010920394

70:0.011841179 71:−0.00012070101 72:0.060432691 73:0.02278533 74:−0.09382841

75:−0.020158742 76:0.02458903 77:0.032093987 78:−0.036760859 79:−0.059564136 80:0.0073090857

81:−0.012033216 82:0.25329241 #

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6:1.7533294 7:−2.4755189 8:7.1283174 9:−6.3222933 10:−1.9066242 11:1.686049 12:3.1836298

13:−0.11008647 14:−0.47785965 15:−2.9055338 16:1.9649364 17:2.0460181 18:0.21192932

19:0.52190208 20:−0.57973236 21:1.4056532 22:−0.43432754 23:−0.63994479 24:0.37334344

25:1.6209371 26:−0.80080259 27:0.56663495 28:−0.2411693 29:−0.18885052 30:−0.26599684

31:0.018342448 32:0.25679478 33:0.26941288 34:−0.030926351 35:−0.30656919 36:0.13426434

37:0.21872109 38:−0.010530269 39:0.06377358 40:−0.019184245 41:−0.00068895466

42:0.1695777 43:0.076885462 44:−0.1422419 45:−0.092319533 46:0.082383759 47:−0.07128039

48:−0.0017274675 49:−0.052341443 50:0.040855333 51:0.067533478 52:−0.018576792

53:−0.030705014 54:−0.12237284 55:−0.027723813 56:−0.029973468 57:−0.011589891 58:0.060792223

59:−0.039217584 60:0.017904056 61:−0.035995733 62:−0.013372438 63:−0.026217587

64:−0.0077372417 65:0.025181262 66:0.04035626 67:−0.00054352538 68:−0.005767677

69:0.043089751 70:−0.024131538 71:−0.011423401 72:0.023911273 73:−0.014854904

74:−0.019994328 75:−0.0087489393 76:0.013398531 77:−0.0083918357 78:0.0037705479

79:0.0036385492 80:−0.0084521333 81:0.00060540921 82:0.25329241 #

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6:−0.65499085 7:−2.2508273 8:−0.58677131 9:1.8983141 10:−0.60792536 11:−0.61068189

12:0.90856034 13:−0.051281676 14:−0.47347507 15:0.59544098 16:−0.20183299 17:0.66765237

18:−0.22371037 19:0.011542096 20:−0.62673527 21:−0.4327623 22:−0.16975054 23:0.16413261

24:0.23278002 25:0.0046928497 26:−0.210575 27:0.57754338 28:0.021914244 29:−0.32897565

30:0.50235379 31:0.49477726 32:−0.19662215 33:−0.17688251 34:0.43916401 35:−0.34179768

36:−0.28719062 37:0.27171001 38:0.0099805389 39:−0.065548085 40:−0.17761378 41:0.44311571

42:−0.16055381 43:0.2588228 44:0.356906 45:−0.25702626 46:0.34241146 47:0.035489589

48:−0.087052964 49:0.005755974 50:−0.30426183 51:0.13479213 52:0.057545237 53:−0.064516015

54:−0.041568179 55:0.31732023 56:0.088190354 57:0.061988279 58:0.062836811 59:−0.30461231

60:−0.10091273 61:−0.065438919 62:−0.056244068 63:−0.00015518715 64:0.076446712

65:−0.076848172 66:−0.078847811 67:0.0087593179 68:−0.013409368 69:0.10315542 70:−0.13130958

71:0.082615353 72:0.023463249 73:−0.12341658 74:−0.11428598 75:0.10732516 76:0.058815319

77:0.048135847 78:−0.076815382 79:0.097012222 80:−0.052658875 81:−0.0095535312

82:0.25329241 #

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6:−0.39003006 7:−1.9414886 8:1.8421218 9:1.2863975 10:−0.8708607 11:−0.091651775

12:0.090948768 13:−0.73991352 14:−0.99880159 15:0.43535626 16:0.21856615 17:−0.23930903

18:−0.22786051 19:−0.44525531 20:0.31482485 21:−0.20232427 22:−0.19022959 23:0.078739755

24:0.58435839 25:−0.27984121 26:0.26633874 27:0.11877418 28:−0.23983058 29:0.4422152

30:−0.65171093 31:0.74981868 32:0.30158442 33:−0.88743174 34:−0.51526433 35:−0.27156922

36:0.18388171 37:−0.056392461 38:−0.1363073 39:0.47089884 40:0.26797923 41:−0.22702375

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81:0.0062677944 82:0.25329241 #

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54:−0.10682806 55:−0.044393551 56:−0.048205018 57:0.19252259 58:−0.23667762 59:0.047196396

60:−0.15432329 61:−0.047469445 62:0.011105429 63:0.082035676 64:0.03135239 65:0.10900541

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77:−0.090982839 78:0.016833995 79:0.087431401 80:0.0059268074 81:0.040343598

82:0.25329241 #

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77:0.030141551 78:0.057553545 79:0.024348887 80:0.034383919 81:−0.037184104

82:0.25329241 #

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6:0.838889 7:1.9064817 8:2.2714243 9:0.88263375 10:0.42249376 11:0.71731615 12:0.021338582

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25:−0.033656619 26:−0.45612741 27:0.1873823 28:0.002734659 29:−0.12017396 30:0.084703878

31:0.03466408 32:0.3672398 33:−0.32899913 34:0.22373621 35:0.21340086 36:−0.51913774

37:−0.7799384 38:0.41012725 39:0.020277422 40:−0.1783268 41:−0.13257091 42:−0.069151655

43:0.26569706 44:−0.13337305 45:0.15128145 46:−0.11448255 47:−0.06978748 48:0.038996942

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55:−0.063422523 56:−0.016669946 57:−0.0055070403 58:0.20942272 59:0.089951754

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81:−0.063425124 82:0.25329241 #

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6:4.4661193 7:1.3093367 8:−1.8483263 9:−2.2057548 10:1.7677203 11:−0.24599285

12:−0.66646421 13:−1.0781813 14:0.55211741 15:−0.6860401 16:−1.0814471 17:0.018195715

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24:0.91008627 25:0.00068105949 26:−0.3520554 27:−0.45552614 28:0.32108212 29:0.1472235

30:−0.24090932 31:0.31023282 32:−0.10801363 33:−0.16989356 34:0.48647556 35:−0.37672669

36:0.054345746 37:0.19963665 38:−0.48056811 39:−0.41126305 40:−0.45404658 41:−0.1887565

42:0.12553735 43:−0.34539199 44:0.04151167 45:0.15788841 46:0.11210428 47:0.030770093

48:0.079333708 49:0.022298075 50:0.025678286 51:0.41651532 52:0.14260364 53:−0.052502602

54:−0.17797372 55:−0.14035514 56:−0.21930592 57:−0.0056129838 58:−0.060061038

59:−0.12160099 60:−0.17971112 61:0.037148319 62:0.096509479 63:0.055976581 64:−0.072011344

65:−0.13649841 66:0.08958105 67:0.035684876 68:0.1460212 69:1.7755583e−005 70:0.12277698

71:−0.042404465 72:−0.20186207 73:−0.053846516 74:−0.073742546 75:−0.10836264 76:0.1219011

77:−0.082848266 78:0.04130993 79:−0.031955443 80:−0.021111501 81:0.0025025744

82:0.25329241 #

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6:−1.0664608 7:0.085744604 8:−1.2780683 9:−1.2669294 10:−0.17690255 11:−0.12264714

12:−0.53043371 13:−0.28566968 14:0.74049652 15:−0.95664024 16:−0.80509835 17:−0.73836279

18:−0.021718033 19:−0.56745547 20:−0.90991509 21:−0.15685536 22:−0.31473094 23:0.23180459

24:−0.05583882 25:−0.25527993 26:−0.47645861 27:0.41751254 28:−0.5695594 29:−0.23506841

30:−0.35427865 31:−0.21719298 32:−0.0018052902 33:−0.074756473 34:−0.42836496 35:0.029852936

36:−0.58429658 37:0.58278036 38:0.22274098 39:−0.054105129 40:0.1814536 41:0.075631209

42:0.0072739045 43:−0.075652882 44:−0.033003766 45:0.15518606 46:−0.099876814

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59:−0.27453333 60:0.034703646 61:0.10519245 62:−0.014362165 63:−0.086428434

64:−0.18141192 65:0.063100941 66:−0.01853578 67:0.0029890554 68:0.035743434 69:0.00096162932

70:−0.02557517 71:−0.072258428 72:−0.070781901 73:−0.091054782 74:−0.0049574855

75:0.056021247 76:0.049303189 77:0.026807508 78:0.037548583 79:0.010849881 80:0.00506728

81:−0.075166389 82:0.25329241 #

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6:−0.086744487 7:3.0472524 8:0.48604348 9:−0.90352476 10:1.8597959 11:−1.1408889

12:1.0090487 13:−0.89271063 14:0.91446865 15:0.48014361 16:−0.86044335 17:1.002522

18:0.71325761 19:0.48577225 20:1.1102482 21:0.68385476 22:0.32870358 23:−0.070378996

24:0.47764394 25:0.066088229 26:−0.56832731 27:−0.53314847 28:−0.49583834 29:0.34372634

30:−0.044137914 31:0.30458117 32:0.29500982 33:0.51554859 34:−0.3652086 35:0.095339701

36:−0.61318243 37:−0.10103861 38:0.2599676 39:−0.17364021 40:−0.1766223 41:−0.23599496

42:−0.046590667 43:−0.064370431 44:−0.26495481 45:−0.34535214 46:−0.2179686 47:0.26411498

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60:−0.30705446 61:0.13086054 62:−0.02681252 63:−0.039995302 64:0.027519802 65:0.011346187

66:−0.022367191 67:0.088818073 68:0.16908786 69:−0.047578987 70:−0.055261441

71:−0.10137115 72:−0.073881082 73:0.016444644 74:0.0034697505 75:0.022061273 76:−0.09315376

77:0.028341139 78:−0.023250699 79:0.094959848 80:−0.025907686 81:0.034736209

82:0.25329241 #

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6:0.83918959 7:0.51678389 8:1.1869923 9:2.5024664 10:−1.6917404 11:−0.95654958

12:2.1381874 13:−1.7291743 14:0.35777313 15:−0.53910244 16:−0.13950135 17:−0.96974945

18:1.0978501 19:0.50021154 20:−0.22891597 21:−0.4039512 22:−0.91947883 23:0.7026884

24:0.40972477 25:−0.21648316 26:−0.63700694 27:−0.25882831 28:0.043598037 29:−0.42077249

30:−0.15058325 31:0.37921295 32:−0.020307709 33:0.28444818 34:−0.34290516 35:0.086913921

36:0.25775102 37:−0.7976433 38:−0.38572249 39:−0.2849552 40:0.069534048 41:0.087549545

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80:−0.018448954 81:0.049803432 82:0.25329241 #

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6:0.87662041 7:1.1792169 8:0.18118884 9:−0.6140644 10:−0.3773514 11:0.31409085

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30:−0.21124585 31:0.061338119 32:−0.63503015 33:0.2163108 34:0.22774342 35:−0.080905147

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64:0.15704307 65:0.20364094 66:0.090868734 67:0.11366525 68:−0.16438502 69:−0.010643563

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75:0.066286206 76:0.023174321 77:0.078776374 78:−0.068127558 79:−0.015330745

80:0.0041523818 81:0.033513471 82:0.25329241 #

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6:−0.45013994 7:2.61131 8:1.252444 9:−1.8012906 10:0.49729681 11:1.8875666 12:−0.11081514

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31:−0.015192202 32:−0.036746971 33:−0.25384519 34:−0.31505802 35:0.34487239 36:0.16051285

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66:−0.15261744 67:0.0061370675 68:0.010998365 69:−0.073338471 70:0.070489883

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76:0.061944958 77:−0.17449103 78:0.063401021 79:0.0027022141 80:0.005131497

81:0.02158306 82:0.25329241 #

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6:2.6060944 7:−2.0069878 8:−1.8359069 9:−0.58866799 10:0.59539658 11:0.17804295

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18:−0.35896239 19:−0.0006466324 20:−0.27938423 21:0.43797824 22:0.16159621 23:0.86024743

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30:−0.61230177 31:−0.28926277 32:−0.65261674 33:0.27812475 34:−0.42605954 35:0.13420232

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76:−0.052951615 77:−0.035603598 78:0.0064464104 79:0.020607302 80:0.037455752

81:−0.0092717353 82:0.25329241 #

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6:−2.1203623 7:1.1456695 8:−0.56502068 9:−0.084575847 10:−0.44528866 11:−0.63158774

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24:0.064234734 25:0.060541634 26:0.30079058 27:−0.60330588 28:−0.69447643 29:−0.18994376

30:0.078992747 31:0.043445524 32:−0.29727209 33:0.63747901 34:0.032936722 35:−0.15514255

36:0.38121408 37:−0.099617302 38:−0.42663234 39:0.054005116 40:−0.043151319

41:−0.044334553 42:−0.22261797 43:−0.01120665 44:0.25292879 45:0.2124763 46:0.076861568

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53:0.11422034 54:−0.00019600346 55:0.20905067 56:0.11345094 57:0.18042772 58:0.18654525

59:−0.13657875 60:0.16028108 61:0.042597752 62:−0.16648717 63:0.020041479 64:0.098276176

65:0.042147629 66:−0.11807261 67:−0.021237738 68:0.10123348 69:0.068163715 70:0.24706022

71:−0.0055927006 72:−0.091392614 73:−0.085621513 74:0.026716059 75:−0.0524523

76:−0.0082009388 77:−0.080118604 78:0.024665469 79:−0.018244687 80:−0.10774477 81:0.06556277

82:0.25329241 #

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6:−0.051934857 7:1.3533156 8:−0.30238849 9:2.1054666 10:−1.0627549 11:1.07925 12:0.033111423

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37:0.49318647 38:−0.23454799 39:−0.22261906 40:−0.18280679 41:−0.16568577 42:−0.019092988

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81:0.034290392 82:0.25329241 #

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6:7.6200829 7:−1.6317638 8:1.3913993 9:−1.5253075 10:−1.6085379 11:−0.29080987

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24:0.84522974 25:0.2488184 26:0.33633187 27:0.36562845 28:0.062045995 29:0.070227616

30:0.34514588 31:−0.8193208 32:0.596057 33:0.096730314 34:0.0036321157 35:−0.87291569

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42:−0.012626919 43:−0.25464663 44:0.26890334 45:−0.39484441 46:−0.32938027 47:0.16226266

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54:0.022666637 55:0.2171565 56:0.07139264 57:−0.00057589676 58:0.094515152

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75:−0.068410456 76:0.044859413 77:0.00037850515 78:−0.0183778 79:0.0047583864 80:0.037245952

81:−0.034871854 82:0.25329241 #

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6:−0.35087371 7:2.5169282 8:−0.14428514 9:−0.072467037 10:0.76018471 11:−1.2748876

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42:−0.012612532 43:−0.21282899 44:0.059666738 45:0.460518 46:−0.23913723 47:0.021162152

48:−0.053106524 49:0.013263262 50:−0.26919654 51:0.35722664 52:−0.33070409

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59:−0.15271853 60:−0.015632421 61:−0.2432075 62:0.0059246742 63:0.092618003 64:0.022069488

65:0.062213317 66:−0.049550116 67:−0.15363108 68:0.0012269747 69:−0.0176946

70:−0.00041702227 71:−0.1008773 72:0.041230172 73:0.09954042 74:−0.034144524 75:−0.011634476

76:0.037617467 77:−0.10289951 78:0.0057351305 79:0.03597641 80:−0.0019008811

81:0.0065082707 82:0.25329241 #

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6:−0.90926313 7:−0.066572592 8:−0.078273267 9:−0.69617331 10:0.90766191 11:0.22328934

12:0.020680832 13:0.69335735 14:−0.23330054 15:0.16490267 16:−0.51006645 17:−0.036910553

18:0.86227834 19:−1.6823598 20:0.57845354 21:−0.042305458 22:0.13733156 23:−0.30985823

24:−0.3465707 25:−0.07561028 26:0.21634971 27:0.55721086 28:0.36036351 29:0.2500689

30:−0.51939505 31:−0.034316037 32:−0.31952652 33:−0.21510515 34:−0.098683521 35:0.03388213

36:0.070551232 37:0.42654166 38:0.032890543 39:0.040162489 40:0.07311783

41:−0.0093292985 42:0.17319316 43:0.01131756 44:−0.18613157 45:0.36358306 46:0.02252809

47:−0.18621118 48:−0.087856874 49:−0.19327007 50:−0.019877661 51:−0.14151971 52:0.14031564

53:0.079054043 54:−0.066365227 55:−0.068676084 56:0.1675217 57:−0.068346232

58:0.037199736 59:−0.088745952 60:−0.19727731 61:−0.1115559 62:−0.1711906 63:−0.045923334

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70:−0.15058945 71:−0.013301116 72:0.018010281 73:0.013190226 74:−0.018021589

75:−0.09148033 76:−0.0049685887 77:−0.0024031231 78:−0.058593303 79:−0.050791197

80:−0.034712054 81:0.015786134 82:0.25329241 #

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6:3.8924689 7:−2.5940638 8:−0.70774519 9:−0.25629976 10:0.81892556 11:0.38619879

12:−0.15325919 13:−0.074360669 14:−0.39633775 15:0.78593242 16:−1.3330709 17:1.2396652

18:−0.21575621 19:0.2125102 20:−0.51848459 21:0.59641975 22:0.42528111 23:0.31153455

24:0.58852816 25:−0.27147868 26:0.70595235 27:0.56736892 28:−0.11742917 29:−0.37774593

30:0.35657141 31:0.15097851 32:−0.52336407 33:−0.5170837 34:−0.2214773 35:0.70922124

36:−0.24117717 37:−0.32067811 38:0.2037853 39:0.048133839 40:−0.28065404 41:0.014471174

42:0.32584718 43:−0.18879434 44:−0.12287803 45:0.042606592 46:−0.050198268 47:0.15698735

48:−0.24888973 49:−0.28695926 50:−0.093139835 51:−0.031743858 52:−0.038437013

53:−0.030304886 54:−0.1663989 55:−0.070192777 56:−0.036103643 57:−0.2458805 58:−0.20082615

59:−0.12449863 60:0.082503043 61:0.23670565 62:0.070099197 63:−0.14095411 64:0.28306434

65:0.10236634 66:0.058942951 67:−0.12078229 68:−0.10195816 69:−0.25820881 70:0.16092059

71:−0.0017915048 72:−0.017487062 73:−0.026134707 74:0.06684906 75:0.032874446

76:−0.068502083 77:−0.0026230318 78:0.058820307 79:0.019293908 80:−0.071163058

81:−0.0049694078 82:0.25329241 #

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6:0.21440503 7:0.32360309 8:2.3184035 9:1.2571456 10:−1.218997 11:1.934774 12:0.19233947

13:0.41002691 14:−1.169475 15:−0.21663104 16:−0.35222641 17:−0.88321835 18:−0.4160383

19:−0.72724265 20:0.12944403 21:0.5905863 22:−0.18882026 23:−0.9451372 24:−0.25931895

25:−0.48865369 26:0.35786819 27:0.81933069 28:−0.13143569 29:−0.017690632 30:−0.36567909

31:−0.3938787 32:−0.48210523 33:0.21408096 34:0.05016081 35:−0.31452391 36:0.18297358

37:0.0036423032 38:0.24831475 39:−0.10269532 40:0.17264152 41:−0.15684274 42:−0.13049379

43:−0.39119583 44:−0.28301951 45:0.16169156 46:−0.10612797 47:0.0010680594 48:−0.02018475

49:0.072016209 50:0.028930346 51:0.37138739 52:−0.28711724 53:0.19583331 54:0.078421444

55:0.098418333 56:0.068729691 57:0.21777299 58:0.22816817 59:−0.07177116 60:0.10912821

61:−0.069120266 62:0.043012902 63:0.058935553 64:−0.029425716 65:−0.13223951

66:0.029221667 67:0.0042196959 68:0.011744753 69:−0.0075895409 70:−0.024904374

71:0.046353363 72:0.14024784 73:0.01882888 74:0.0018848602 75:0.042022321 76:0.015587076

77:−0.046860471 78:0.089595802 79:0.020865589 80:−0.030778017 81:−0.030822437

82:0.25329241 #

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6:−1.9560024 7:−0.92939031 8:1.4876535 9:1.0370933 10:−0.36374095 11:−0.4861829 12:0.1032975

13:0.528579 14:−0.96912348 15:−0.23487149 16:−0.83355951 17:−0.387339 18:−0.58359802

19:0.21712805 20:0.38237441 21:0.09947791 22:−0.16424721 23:0.35367629 24:0.084093593

25:0.12899007 26:0.45458376 27:−0.34916359 28:0.35748491 29:−0.43494329 30:−0.10152685

31:−0.34019619 32:0.34502137 33:0.10305439 34:−0.016456453 35:−0.18658113 36:−0.23528469

37:0.10276341 38:0.33133993 39:−0.011614426 40:0.20836087 41:−0.012584786 42:−0.42018011

43:0.095638655 44:−0.0085080154 45:0.33823514 46:0.13128404 47:−0.018268339

48:−0.33195341 49:0.26194677 50:−0.026845433 51:0.069850951 52:−0.26760072 53:−0.19235161

54:−0.095196679 55:0.050548993 56:−0.29852253 57:0.11790613 58:0.14210743 59:−0.18985862

60:−0.23244654 61:−0.048005931 62:−0.019129382 63:−0.14945954 64:−0.077993378 65:0.048314512

66:0.021168858 67:0.042940009 68:−0.2197926 69:−0.0098903598 70:−0.010487368

71:−0.085927643 72:−0.087017842 73:0.017524334 74:0.050407231 75:0.043739706 76:−0.062575437

77:0.039350938 78:0.044338919 79:0.008738325 80:−0.043556225 81:−0.018409744

82:0.25329241 #

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6:−1.5046915 7:−1.0122844 8:−1.102639 9:1.3300987 10:−0.34568265 11:2.1003592 12:−0.11675802

13:−0.46899459 14:0.19244784 15:0.07685405 16:0.71301258 17:−0.63476497 18:0.38921136

19:−0.023635989 20:−0.64281601 21:−0.016276253 22:0.12397807 23:0.3101885 24:0.3401413

25:0.54301238 26:−0.32616353 27:−0.083738521 28:−0.0084973574 29:−0.73669964

30:−0.33580789 31:−0.53309637 32:0.012451741 33:−0.081417225 34:−0.52033496 35:0.027060391

36:0.31348398 37:0.048283663 38:0.20261776 39:−0.13500793 40:0.38858005 41:−0.0040374761

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53:0.19689161 54:−0.14599808 55:0.16532803 56:0.0015929472 57:0.20683303 58:0.033291202

59:−0.036692645 60:−0.091093637 61:0.21312402 62:0.20616214 63:0.084026352

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75:0.0075107603 76:−0.041517355 77:−0.00070993445 78:−0.02639441 79:0.062034179

80:0.083361171 81:0.014046115 82:0.25329241 #

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6:−0.65342021 7:2.1494508 8:1.0677431 9:1.4429301 10:−1.3129328 11:2.4255221 12:0.97526366

13:−1.2684118 14:−1.0568238 15:1.1750267 16:−0.47596914 17:−0.075968221 18:0.85617268

19:0.82672971 20:−0.42792845 21:−0.00025690225 22:−0.71902186 23:0.65715361 24:−0.1163074

25:0.083939068 26:1.0107378 27:−0.18176933 28:0.67247927 29:−0.40131259 30:0.49951798

31:0.36349186 32:−0.038894281 33:−0.049246512 34:−0.41141742 35:0.015810994

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42:−0.048650097 43:−0.11134079 44:−0.3120937 45:0.065067329 46:0.28272298 47:0.091944821

48:0.19418879 49:−0.2628434 50:−0.041713528 51:−0.027868813 52:−0.16760296 53:−0.20598158

54:0.031317752 55:−0.0017733488 56:−0.16556241 57:0.21156561 58:−0.10237342

59:0.029394116 60:0.30294427 61:−0.0052800835 62:−0.073022515 63:−0.0037743894

64:0.10853308 65:−0.19614968 66:0.028645262 67:−0.079191186 68:−0.00097313762

69:0.13494968 70:−0.049570885 71:−0.048664529 72:−0.12627561 73:0.027650231

74:0.035301235 75:−0.077467248 76:−0.038830537 77:−0.054935161 78:−0.012568251

79:0.062212598 80:0.056865722 81:0.00056475936 82:0.25329241 #

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6:−0.68611771 7:−0.72895217 8:−1.3048335 9:−0.11339167 10:0.077651016 11:1.2147416

12:−1.2399189 13:−0.78615898 14:0.34963882 15:−1.164503 16:0.0087263603 17:−0.38142896

18:1.3150532 19:−0.82910264 20:0.010550016 21:−0.87727344 22:0.047165852 23:−0.2765846

24:−0.87827247 25:0.51746887 26:0.078066781 27:−0.020991212 28:0.12256682 29:0.060843956

30:0.47947761 31:−0.32846221 32:−0.32975331 33:0.071028918 34:0.27401778 35:−0.032070786

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42:−0.13800503 43:−0.17798422 44:−0.64196491 45:−0.028743492 46:0.15735579 47:0.032729186

48:0.021045268 49:−0.017215909 50:−0.23906985 51:−0.054384645 52:−0.11240782

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59:0.35426146 60:−0.036642741 61:0.071249686 62:−0.041649621 63:−0.0075351642

64:−0.039503351 65:0.07450977 66:0.020409836 67:0.0056895884 68:−0.087321058 69:−0.012613475

70:0.13160089 71:0.024951065 72:−0.040102389 73:−0.18910305 74:0.095829375

75:0.0063762935 76:0.047007602 77:0.11354433 78:−0.068469882 79:0.091735877

80:0.0014397945 81:−0.033435855 82:0.25329241 #

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6:−1.456148 7:1.4005681 8:−2.0769053 9:−0.83422083 10:0.12414838 11:−0.28980708

12:−0.3149552 13:−1.335645 14:0.32743561 15:−0.7778517 16:−0.87359035 17:0.5611335

18:0.49952477 19:−0.2653015 20:0.57363564 21:0.63289952 22:0.29973975 23:1.4165958

24:0.47083759 25:0.50855809 26:0.045122672 27:−0.016947806 28:−0.46374902 29:−0.1263701

30:0.58436489 31:−0.28844664 32:0.28629345 33:−0.36837327 34:0.67685032 35:−0.091536388

36:0.28573895 37:−0.52166951 38:−0.25795138 39:0.19390035 40:0.26024377 41:0.31076005

42:−0.04231156 43:0.15080294 44:−0.10906595 45:0.019748179 46:−0.22087131 47:0.17843133

48:−0.11574392 49:0.47414023 50:0.039467689 51:0.16545571 52:0.13681169 53:0.34379753

54:0.13126323 55:−0.039907183 56:−0.11707788 57:−0.10863321 58:0.10702937 59:0.080011643

60:0.081400953 61:−0.0096556209 62:0.12347572 63:−0.11967333 64:0.095572226

65:−0.11134003 66:−0.0051062908 67:−0.050637148 68:−0.00075069617 69:0.039818965

70:−0.092754774 71:0.023076879 72:−0.05059433 73:−0.02042052 74:−0.094831832 75:0.033265751

76:0.037393827 77:−0.043768842 78:0.077458456 79:−0.01043008 80:0.0085707894

81:−0.021156481 82:0.25329241 #

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6:8.1314068 7:−2.1414881 8:−3.1854358 9:−1.700667 10:−2.459758 11:−0.057135232 12:−1.4052527

13:2.0007102 14:−0.13673449 15:0.31861341 16:0.0071324613 17:−1.185956 18:0.28442001

19:0.29326087 20:−0.256681 21:0.93093979 22:−0.30115369 23:−0.16750212 24:−0.13148315

25:−0.67614365 26:−0.13445561 27:0.22285883 28:0.21142063 29:−0.47532123 30:−0.1245566

31:0.25720379 32:0.81621158 33:0.13022262 34:0.0064217304 35:0.41881406 36:−0.50353456

37:−0.26708892 38:−0.23285171 39:−0.025173008 40:0.62062681 41:−0.22625732 42:0.50239623

43:0.18009084 44:−0.0061095674 45:−0.0025227969 46:−0.025823858 47:−0.2923795

48:0.09713126 49:−0.18363987 50:0.27773163 51:0.15734918 52:−0.058510266 53:−0.014603482

54:0.086676836 55:0.22794923 56:−0.057332981 57:0.15132058 58:−0.0031526228

59:−0.022694873 60:−0.19629519 61:0.10944411 62:−0.10287096 63:0.092859678 64:−0.16171014

65:−0.070101596 66:0.077352896 67:−0.16233787 68:−0.064663351 69:0.065016247 70:−0.097760133

71:−0.049562223 72:0.04393721 73:−0.029695369 74:0.041346569 75:−0.063791782

76:−0.01250024 77:0.011236841 78:−0.017093761 79:0.059222452 80:−0.02638761 81:0.0037533157

82:0.25329241 #

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6:3.2963808 7:−0.87305534 8:−1.5969872 9:−0.34631911 10:1.2152302 11:1.0833389

12:−1.2164828 13:−1.8733256 14:−0.10324189 15:−0.78252494 16:−0.045712411 17:0.35618326

18:−0.67688125 19:0.14490172 20:−0.30649906 21:−0.64697838 22:0.056471251 23:−0.22695646

24:0.42867228 25:−0.051198941 26:0.22824669 27:0.69632101 28:0.093061544 29:−0.084686242

30:−0.48359695 31:0.041666448 32:−0.23258643 33:0.034102205 34:−0.28167668 35:0.84035516

36:0.33780119 37:0.065529823 38:0.11440316 39:−0.51977485 40:−0.054946475 41:0.25532919

42:−0.31202087 43:0.13850679 44:0.20354114 45:−0.19949935 46:−0.2295607 47:−0.067834862

48:−0.10886261 49:0.091546446 50:−0.24904199 51:−0.1166163 52:−0.11864711 53:0.21401004

54:0.39432833 55:0.018828705 56:−0.29762065 57:−0.1065848 58:−0.15671715 59:−0.061372112

60:0.083340473 61:−0.081413165 62:0.064286545 63:−0.11562716 64:−0.0036586761

65:0.067578174 66:5.0753319e−005 67:−0.071959965 68:−0.0091415988 69:0.021394027

70:−0.022879208 71:0.023791276 72:0.16370761 73:0.011479094 74:−0.043475218 75:0.052193675

76:0.036188111 77:−0.01212345 78:−0.0060516056 79:0.10634781 80:−0.019956317

81:−0.015404238 82:0.25329241 #

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6:0.64076924 7:0.87279654 8:1.5715289 9:1.6310817 10:0.76806736 11:0.96146107 12:2.1062965

13:0.69298291 14:−0.43221003 15:−0.52149051 16:−0.2687197 17:−0.12473437 18:−0.73030311

19:−0.57674229 20:0.0040965239 21:0.20310938 22:0.63035458 23:0.56569672 24:−0.451307

25:0.019065307 26:0.50202614 27:−0.091599323 28:0.39082119 29:−0.36614007 30:−0.057842504

31:−0.41896448 32:−0.44279677 33:0.29672346 34:0.019739551 35:0.23004217 36:−0.032822952

37:−0.013011935 38:0.065466024 39:−0.053251248 40:0.055746015 41:0.088243581

42:0.23047946 43:−0.095380485 44:−0.35992533 45:−0.17402458 46:0.11911383 47:−0.04672429

48:−0.17038393 49:0.19919606 50:−0.050675761 51:0.015174688 52:−0.16853875 53:0.27063078

54:0.086994357 55:0.11011154 56:0.1119871 57:0.026199693 58:−0.070133924 59:−0.019465908

60:−0.046306171 61:−0.021892572 62:−0.26800495 63:−0.021744302 64:0.018939083

65:0.15363991 66:−0.0082030799 67:0.16367571 68:0.13993712 69:−0.047283798 70:0.048063178

71:−0.081182145 72:−0.035025347 73:−0.017831862 74:−0.07894478 75:−0.037059117

76:−0.070370384 77:−0.0055711675 78:−0.051374152 79:−0.090574555 80:0.014027417

81:−0.0048481328 82:0.25329241 #

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6:−1.3043574 7:−1.1903094 8:−1.8057019 9:−1.2297759 10:0.72306752 11:−0.56693953

12:1.1138197 13:0.59304643 14:−0.089964397 15:0.23340377 16:−0.18416882 17:0.14068964

18:−0.90192533 19:0.206176 20:0.11493195 21:−0.57975084 22:0.68767858 23:0.22503585

24:−0.02321627 25:0.53108859 26:0.071912132 27:0.47262487 28:0.42929879 29:0.31673509

30:−0.071964651 31:0.41331834 32:0.18550907 33:−0.025432391 34:−0.054851852 35:0.045877971

36:0.11350977 37:−0.11488757 38:−0.24813743 39:−0.32373527 40:0.19036114 41:−0.15808345

42:0.044606976 43:−0.044148028 44:0.00024701361 45:−0.25318947 46:0.073976532

47:0.29763213 48:0.10764767 49:0.27654451 50:0.3704831 51:−0.13158143 52:−0.15525711

53:−0.23933831 54:0.097839303 55:0.086061373 56:−0.072859228 57:−0.082069971 58:0.027189957

59:−0.003003682 60:0.0177978 61:−0.18255159 62:0.042090308 63:−0.061958861 64:0.013443044

65:−0.044643857 66:−0.071160354 67:0.02483674 68:0.065339498 69:−0.025357882

70:0.019737197 71:−0.091961451 72:−0.039262749 73:−0.030747605 74:−0.039356671

75:0.040748172 76:−0.082341552 77:0.10567741 78:0.074384764 79:0.052057836

80:−0.016411221 81:0.012312029 82:0.25329241 #

0.014371081791088378 1:5.4940791 2:−0.85364658 3:2.336175 4:1.5782386 5:1.9727908

6:−1.4011421 7:1.7937381 8:0.9656086 9:−0.9443633 10:−0.55620784 11:−1.4247454 12:−0.28747544

13:0.76858479 14:2.5772064 15:−0.90391368 16:−0.27281693 17:1.0934781 18:0.74998313

19:0.75000507 20:0.18189369 21:−0.6769172 22:0.89265847 23:−0.57212096 24:0.07335937

25:−1.1337161 26:1.1457827 27:0.084534772 28:0.31174129 29:−0.97406167 30:−0.29106101

31:−0.16810438 32:0.29329383 33:−0.55956566 34:0.35723925 35:−0.36258745 36:0.48933762

37:0.1681111 38:0.42217499 39:0.16908439 40:0.39814988 41:0.48942387 42:−0.21556474

43:−0.19726108 44:0.26855129 45:0.15114452 46:−0.27603841 47:0.12405454 48:0.22485404

49:−0.24237101 50:0.23580043 51:0.29816079 52:−0.17535585 53:0.0056593996 54:−0.079239421

55:0.058914881 56:0.29799297 57:−0.14404254 58:0.018898854 59:−0.0083813528

60:0.046925627 61:−0.008466756 62:−0.0097630052 63:−0.05389474 64:0.055569451

65:0.12939659 66:0.1504513 67:0.056953579 68:0.068155617 69:−0.0066341194 70:−0.032909311

71:0.031892523 72:0.0060809553 73:0.018820964 74:0.12340568 75:0.093844615

76:0.026946627 77:−0.018794058 78:−0.031279027 79:0.012281653 80:−0.00088746304

81:0.051837441 82:0.25329241 #

0.014371081791088378 1:1.185019 2:2.1902387 3:1.0453033 4:3.9202256 5:−0.6040588

6:−0.18307683 7:0.10143254 8:1.1900427 9:0.33155039 10:0.27479821 11:−0.25718796

12:−0.084739693 13:−0.2313996 14:0.79425991 15:−0.59067237 16:−0.58661538 17:−0.36386985

18:1.5204959 19:−0.0069870381 20:−0.76155502 21:−0.17894091 22:1.1256846 23:0.75592905

24:−0.5453431 25:0.058894824 26:0.0031735643 27:−0.80928463 28:−0.096643738 29:0.28834152

30:−0.55305308 31:−0.22774118 32:−0.25720027 33:0.26552722 34:−0.034625527 35:0.15176201

36:0.14492092 37:−0.042334002 38:−0.052873202 39:−0.19578862 40:0.038178496 41:0.15686074

42:0.30073029 43:0.28040284 44:0.094269447 45:−0.049678084 46:−0.32769161 47:−0.13634787

48:−0.059951399 49:0.017142247 50:−0.065991551 51:0.12180275 52:−0.021997515

53:0.075566128 54:−0.10983963 55:0.16031726 56:−0.19199076 57:0.28763849 58:−0.053302854

59:−0.09107317 60:0.1452786 61:−0.1154953 62:0.097272262 63:−0.059752725 64:−0.0015569539

65:−0.15728714 66:0.14467762 67:−0.016847927 68:−0.11047788 69:0.11981525 70:0.063133284

71:0.11987154 72:−0.052880362 73:0.045872442 74:−0.016259374 75:−0.056762427

76:−0.082631156 77:0.10219926 78:−0.032336883 79:0.018344725 80:0.021021402 81:0.0035529283

82:0.25329241 #

0.014371081791088378 1:−0.38630006 2:−1.8006481 3:0.60955268 4:0.91089231 5:−0.43602678

6:−0.99246675 7:0.28624627 8:−0.40677938 9:0.2095155 10:−0.58778411 11:−0.9828608

12:0.44003859 13:−0.50291401 14:0.090660505 15:−0.71692938 16:−0.18350209 17:−1.4307336

18:−0.54722542 19:0.30411422 20:0.069043539 21:−0.52616191 22:0.11608297 23:0.71036768

24:−0.23542279 25:0.30398631 26:−0.31489393 27:0.00040904712 28:−0.66504103

29:−0.74788278 30:−0.35057646 31:0.018990032 32:0.055832047 33:0.1243569 34:−0.51174098

35:0.030637762 36:0.3785294 37:−0.11768714 38:−0.20610489 39:−0.15566348 40:0.28454918

41:−0.320824 42:−0.30273417 43:−0.085154422 44:0.046957672 45:−0.19310521 46:−0.05736329

47:−0.30603343 48:−0.14447299 49:0.1030443 50:0.071294263 51:0.11479841 52:−0.026447037

53:−0.18013929 54:0.052149501 55:−0.20705734 56:0.13545978 57:−0.12867589 58:−0.037053749

59:0.037554447 60:0.04825639 61:−0.15420838 62:0.15911366 63:0.069692515 64:−0.18353136

65:0.059781238 66:−0.053167932 67:0.00030385124 68:0.060133442 69:0.013954473

70:−0.096828125 71:0.018247738 72:−0.18578175 73:−0.10711753 74:−0.023155756 75:0.017616699

76:0.00059520453 77:0.046367254 78:−0.0091739288 79:−0.015368443 80:−0.034211561

81:−0.020202376 82:0.25329241 #

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6:−4.231174 7:0.5487839 8:−0.19942884 9:−2.3506091 10:1.4028975 11:0.020640725

12:−2.3183215 13:0.18694052 14:−0.51539564 15:−0.053429484 16:−0.66072494 17:−0.78368461

18:−0.71222562 19:0.68741179 20:0.53828311 21:0.307322 22:−0.47074169 23:−0.66754222

24:0.17080431 25:0.30543944 26:0.81343883 27:−0.3450183 28:−0.58456844 29:−0.43099189

30:−0.53545105 31:−0.14462677 32:0.75727379 33:−0.41741154 34:−0.28289309 35:0.5305137

36:0.26783296 37:0.34580052 38:−0.041660309 39:−0.40001264 40:−0.14083479 41:0.12103543

42:0.30152544 43:−0.019901171 44:−0.13543169 45:−0.47610357 46:−0.043992501 47:0.14654323

48:−0.0430401 49:−0.1256963 50:−0.16491956 51:−0.2499916 52:−0.15961339 53:−0.20364854

54:0.014457815 55:0.10814077 56:0.062771849 57:−0.13241605 58:−0.018527394 59:0.070952684

60:0.12224351 61:−0.1695568 62:−0.040436968 63:−0.021974457 64:−0.047000673

65:−0.010486727 66:−0.017547689 67:0.033521861 68:−0.14163546 69:−0.032448363 70:−0.1676403

71:0.014629217 72:0.015661072 73:0.050350249 74:0.01500129 75:−0.033859197 76:0.13050522

77:0.0065503558 78:0.093899302 79:−0.032602075 80:−0.055071797 81:0.029641287

82:0.25329241 #

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6:−2.5309174 7:−1.6645325 8:−0.20479648 9:0.081693351 10:−0.55409986 11:−0.10096719

12:−0.91516399 13:0.27209026 14:0.34063512 15:−0.0031274084 16:0.15395834 17:0.17143552

18:0.22386897 19:−0.902363 20:0.69932628 21:−0.084947661 22:−0.40941343 23:0.12778102

24:0.044231519 25:−0.044283669 26:0.31326804 27:−0.11952202 28:0.70139021

29:−0.0073033138 30:0.027237574 31:0.47829232 32:0.024897277 33:−0.30396476 34:−0.57689291

35:−0.084239855 36:−0.18268502 37:0.38174069 38:−0.14088745 39:0.13941221 40:−0.089080662

41:−0.25207111 42:0.33853728 43:0.024353011 44:−0.36173511 45:0.54177362 46:−0.21571654

47:0.0016917221 48:0.156738 49:0.19071811 50:0.11758964 51:0.14542854 52:−0.18343793

53:−0.074023858 54:0.045562297 55:0.34281719 56:0.0049857614 57:0.0016132119 58:−0.033560809

59:−0.062579066 60:−0.096484207 61:0.20621368 62:0.16876608 63:0.052898828

64:0.0073956922 65:0.051171381 66:−0.087403953 67:0.14755337 68:−0.034084827

69:0.17398864 70:0.066102423 71:−0.02473628 72:0.042083733 73:0.12303758 74:−0.14842665

75:0.022765962 76:−0.068391897 77:0.017301979 78:−0.026088566 79:−0.012687141

80:−0.0060474086 81:0.016045243 82:0.25329241 #

0.014371081791088378 1:−3.5681252 2:−0.54916602 3:0.81628841 4:1.6673336 5:0.42477477

6:2.1605878 7:1.1556263 8:−2.0018859 9:−2.386224 10:−0.39669135 11:0.023593171

12:−1.8799342 13:−0.6878348 14:0.089146674 15:1.0023392 16:0.23772731 17:0.64889944

18:1.023319 19:−0.49552768 20:−0.13850328 21:−0.64445734 22:0.28276247 23:−0.80878228

24:−1.085646 25:0.69625771 26:−0.35825157 27:0.35963959 28:0.090102591 29:0.47164929

30:0.3734611 31:0.033266015 32:−0.3273668 33:0.3595801 34:−0.5553171 35:0.24587965

36:0.063094027 37:0.15982012 38:0.13838081 39:−0.30710071 40:0.0066439286 41:−0.39193189

42:−0.027455941 43:0.10716059 44:0.087011389 45:0.36844838 46:0.05791508 47:−0.15002903

48:−0.075342238 49:−0.09559802 50:0.19686718 51:0.17379324 52:0.048583902 53:0.036112964

54:−0.022304952 55:0.05002661 56:−0.086880647 57:−0.19211872 58:−0.013721011

59:−0.09687528 60:0.026527267 61:−0.0217 62:0.017723922 63:−0.019391436 64:0.10564248

65:−0.042861681 66:−0.05136342 67:0.029839005 68:−0.098450981 69:0.14347453 70:−0.032051183

71:−0.028175529 72:−0.0023921896 73:−0.014324715 74:−0.060193665 75:−0.0046057799

76:0.012137768 77:0.050583966 78:0.05254348 79:−0.090507828 80:0.057100765

81:−0.0060325088 82:0.25329241 #

0.014371081791088378 1:−3.3881943 2:−3.1668506 3:0.527794 4:0.24149242 5:0.004750743

6:−1.386202 7:1.7419318 8:−0.96224862 9:−0.63633907 10:−0.56107396 11:−0.94390172

12:−0.67597753 13:0.13280298 14:0.54191756 15:−0.030646026 16:0.0018167257 17:0.23198757

18:−0.89275271 19:0.40625209 20:0.27266949 21:0.14335875 22:0.57184035 23:0.68303841

24:−0.23034833 25:−0.14104229 26:−0.43394035 27:0.49066976 28:−0.25545734 29:0.24596576

30:−0.27954617 31:−0.2971085 32:−0.32535896 33:0.42527416 34:−0.47965842 35:0.25562277

36:−0.085593872 37:0.25096431 38:0.16239063 39:0.11214952 40:−0.0084497184 41:0.13490598

42:−0.070323765 43:−0.22421789 44:−0.29533544 45:0.044393152 46:0.10288908 47:−0.075510904

48:0.54546088 49:0.098748706 50:0.17811441 51:−0.25560257 52:−0.26793972 53:−0.14791542

54:−0.16524024 55:0.1203716 56:0.0018212297 57:−0.097199574 58:0.17228779 59:−0.078913286

60:0.16133347 61:−0.031943351 62:−0.005081661 63:0.085454315 64:−0.092681684

65:−0.079952441 66:0.23691352 67:−0.21717541 68:0.075750217 69:−0.094490416 70:−0.059633728

71:−0.00022882567 72:−0.024391744 73:0.074532986 74:−0.050372101 75:0.063384697

76:0.068015404 77:0.073155299 78:−0.004430973 79:0.03836536 80:−0.028315587

81:0.025396785 82:0.25329241 #

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6:3.6070597 7:4.4293327 8:4.4307685 9:1.414203 10:0.5209555 11:−0.78362066 12:0.72324747

13:−0.47343642 14:0.07153856 15:−0.22767411 16:−0.12647142 17:−0.85402316 18:−0.18525343

19:−0.430599 20:0.3738074 21:0.94976586 22:−0.044942535 23:0.57803977 24:0.3697392

25:0.27196908 26:0.23466733 27:−0.0434452 28:0.51486307 29:0.15924601 30:−0.22660583

31:−0.40173823 32:−0.1412705 33:−0.1955653 34:−0.16838753 35:0.72638953 36:0.15417624

37:0.066709116 38:0.40393749 39:0.083203629 40:0.10362241 41:−0.25454813 42:0.20961504

43:−0.14409098 44:−0.023328224 45:0.1657213 46:0.16589102 47:−0.045453433 48:−0.024731101

49:0.17240331 50:0.084457435 51:0.063094415 52:0.23195204 53:−0.17078973 54:−0.10905758

55:−0.10243058 56:0.15977946 57:−0.16790831 58:−0.014362374 59:−0.037493046 60:0.04397824

61:0.069658026 62:0.12357085 63:−0.089721031 64:0.05253401 65:−0.17180762 66:−0.084314272

67:−0.045402661 68:−0.023338184 69:0.054151248 70:−0.066715375 71:0.085866369

72:−0.066137403 73:0.035247758 74:0.0068677729 75:−0.0039487248 76:0.072591804

77:−0.0095591703 78:−0.028299512 79:0.082492538 80:0.014172931 81:0.025822531 82:0.25329241

#

−0.014371081791088378 1:−4.2371645 2:1.7374002 3:1.3482993 4:0.71180379 5:0.81615049

6:0.4527123 7:0.45152387 8:−0.80970752 9:−0.60006851 10:−0.55377895 11:−1.6456956

12:0.67270631 13:−0.95607603 14:−0.15722676 15:0.67821246 16:−0.60216576 17:0.046959009

18:−0.32484612 19:0.57572937 20:0.77646405 21:−0.73917431 22:0.51766837 23:−0.14535685

24:−0.13138698 25:0.45721135 26:−0.28648517 27:−0.078699902 28:−0.32577753 29:−0.22121628

30:−0.036188532 31:0.0030110157 32:0.50473005 33:−0.13786721 34:0.086804859

35:−0.23375264 36:0.32682058 37:0.034542538 38:0.20881547 39:0.13696684 40:0.12690262

41:−0.4814513 42:−0.19663344 43:0.32300219 44:−0.19266158 45:0.39886814 46:0.23783877

47:−0.07292036 48:−0.20219803 49:−0.27486116 50:−0.05452951 51:0.061756376 52:0.0085545117

53:0.23623489 54:−0.05499094 55:−0.016136192 56:0.043816701 57:−0.045276355 58:0.24717139

59:0.08585567 60:0.037351333 61:0.027095819 62:−0.13086917 63:−0.0029066552 64:0.19525298

65:0.010392052 66:0.083238035 67:−0.069147311 68:−0.045814961 69:−0.034713838

70:−0.11154228 71:0.030639699 72:−0.0059695845 73:−0.083074063 74:−0.017830916

75:−0.0625245296 76:−0.027969079 77:0.036442418 78:0.05210958 79:0.068601303 80:0.030501585

81:0.036888901 82:0.25329241 #

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6:−0.49273595 7:−0.29302374 8:0.66346633 9:1.9152356 10:0.94522071 11:0.32922864

12:−1.5404371 13:−0.37242171 14:−0.40718827 15:0.21434268 16:0.048315845 17:−0.34184596

18:−0.46805233 19:0.83121926 20:−0.3536022 21:0.79378718 22:0.46028283 23:0.34886634

24:0.40246615 25:0.021495026 26:−0.6959542 27:−0.024956781 28:−0.40436602 29:0.18743458

30:−0.53660572 31:0.15057945 32:0.4539153 33:−0.10880911 34:−0.35643631 35:0.079679951

36:−0.11606438 37:0.31468132 38:−0.10555407 39:−0.17685692 40:0.12124016 41:0.29649201

42:0.14660747 43:0.17971228 44:−0.035159893 45:0.017502384 46:−0.28023472 47:0.16772541

48:−0.02012063 49:−0.20065339 50:0.15412942 51:0.27870384 52:0.1567253 53:0.20654441

54:0.048161495 55:0.034127269 56:−0.064071693 57:0.14445961 58:0.12986979 59:0.17733227

60:0.028391318 61:−0.12800728 62:−0.016384872 63:0.069354199 64:0.09102124 65:0.23635034

66:0.043592431 67:−0.056930635 68:−0.02151628 69:−0.0016589399 70:−0.040629428

71:−0.058815006 72:0.041844949 73:0.023114428 74:−0.021511167 75:−0.096810117

76:−0.057457149 77:−0.0394537 78:−0.019802228 79:−0.029444 80:0.0034204565 81:0.023696892

82:0.25329241 #

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6:−1.2088184 7:0.42223772 8:−0.51363695 9:0.57426703 10:−0.57797384 11:0.064572133

12:−0.42861834 13:0.060570169 14:0.22628218 15:1.2368364 16:−0.11278967 17:−0.40467715

18:0.41756651 19:0.29528514 20:−0.49806568 21:0.59824657 22:−0.18003148 23:0.16111095

24:−0.060067926 25:−0.12523375 26:−0.73377478 27:0.24235617 28:−0.17062862 29:0.30923927

30:−0.13154019 31:−0.07156083 32:−0.058435567 33:0.36122811 34:0.1384677 35:−0.019374989

36:−0.11455721 37:0.87378287 38:0.094738692 39:−0.52949804 40:−0.26436421 41:0.29127905

42:−0.11046177 43:−0.045419961 44:0.24893293 45:0.19640008 46:0.15901937 47:0.067328811

48:−0.2304941 49:0.1957881 50:−0.070094936 51:0.11336564 52:−0.039514013 53:−0.23859742

54:−0.19623412 55:−0.045213986 56:0.20354366 57:−0.16165321 58:0.034334715 59:−0.060162049

60:0.050428573 61:−0.12376691 62:0.075092681 63:0.051058736 64:−0.12927751 65:0.065846413

66:0.18370058 67:0.086476915 68:0.047534175 69:−0.016441995 70:0.023222169

71:0.075991832 72:0.021495489 73:−0.034811907 74:0.10039274 75:0.028248103 76:−0.16436528

77:−0.026183313 78:0.042440012 79:−0.011350903 80:−0.074554428 81:−0.018083826

82:0.25329241 #

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6:−1.7813979 7:−1.5663985 8:−0.77268773 9:−1.4010577 10:−0.1764127 11:2.3337519 12:−0.45155379

13:−0.60601854 14:−0.77628994 15:0.56542647 16:0.58742404 17:−0.73926377 18:−0.091698505

19:−0.31322187 20:0.0056855557 21:−0.23417522 22:0.2823104 23:1.3271514 24:0.5236308

25:−0.53858918 26:0.39212427 27:0.15511134 28:0.16291967 29:0.61137956 30:0.55026132

31:−0.24400783 32:−0.030835217 33:0.14078557 34:−0.66542441 35:−0.1112772 36:0.029874096

37:−0.02279472 38:−0.50287396 39:0.093248621 40:−0.16505408 41:−0.51377225 42:0.47509375

43:0.18164295 44:−0.03962082 45:−0.55845159 46:0.29759082 47:−0.15764906 48:0.2441625

49:−0.19601965 50:−0.07994096 51:0.15711743 52:−0.3463569 53:−0.12437369 54:−0.0089948094

55:−0.10712227 56:0.18035796 57:−0.18139641 58:−0.12614664 59:−0.10864617 60:−0.17479292

61:−0.062321994 62:−0.1139451 63:−0.11535085 64:0.12119568 65:0.10166536 66:0.05661869

67:−0.11948786 68:0.037208691 69:0.14854226 70:−0.086262174 71:0.11862405 72:−0.057957403

73:−0.042318795 74:0.037054107 75:−0.020538874 76:−0.041133996 77:−0.051306974

78:−0.022764111 79:−0.016869515 80:−0.039997876 81:0.028001718 82:0.25329241 #

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6:−2.631983 7:−1.5220255 8:−0.19955496 9:0.77234399 10:0.3942154 11:−0.0072434871

12:−1.538555 13:−0.21327397 14:−0.077078827 15:−0.29067889 16:−0.42706844 17:−0.31102949

18:−0.10136428 19:−0.14569463 20:−0.019246804 21:0.573057 22:−0.26190004 23:0.073557243

24:0.10338195 25:0.47985965 26:−0.081041366 27:−0.31906974 28:−0.40826657 29:−0.1673921

30:0.20444912 31:−0.019879183 32:−0.28789434 33:0.35378161 34:0.48095334 35:−0.49697256

36:−0.31633696 37:−0.068199493 38:0.10295124 39:0.0857476 40:0.10428765 41:−0.28587079

42:−0.077615365 43:0.14860032 44:0.3026914 45:−0.19341877 46:0.11911124 47:0.036496475

48:−0.027814202 49:−0.20068879 50:−0.004379794 51:0.27715033 52:−0.15180981 53:0.1156102

54:0.11292004 55:0.04918376 56:0.22714649 57:0.013093065 58:−0.027531156 59:0.13995156

60:0.19309238 61:0.077233687 62:0.0065496322 63:−0.089581281 64:−0.042374786

65:0.13915572 66:0.16194297 67:−0.09371186 68:−0.064767003 69:−0.022218553 70:0.15238297

71:0.069438443 72:0.011508629 73:−0.075146727 74:−0.0026895758 75:−0.066132218

76:0.02267134 77:0.01532228 78:0.04212895 79:−0.021143641 80:0.012464686 81:−0.012811703

82:0.25329241 #

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6:−2.293004 7:0.57011026 8:−1.198624 9:−0.68395478 10:−0.51761723 11:0.68021297

12:−0.17806946 13:−0.23316154 14:0.19015592 15:0.80817044 16:−0.23277596 17:0.092033677

18:0.015895482 19:−0.005160233 20:−0.56173581 21:0.40119252 22:−0.6079855 23:−0.40683448

24:0.50341117 25:−0.33685583 26:−0.54430878 27:0.2435935 28:−0.54935205 29:−0.30005914

30:0.12744683 31:−0.23013848 32:0.06308569 33:0.32889959 34:0.25243089 35:0.47687492

36:−0.089121684 37:0.42693794 38:0.11594587 39:0.0047115204 40:−0.48584211 41:0.12488224

42:−0.20760028 43:−0.25606221 44:0.19113761 45:−0.046437375 46:0.061192121 47:0.16105816

48:−0.079605639 49:0.028356401 50:0.083020404 51:0.021485722 52:0.07922326 53:−0.0025215533

54:0.13496411 55:0.0053077522 56:−0.055819567 57:−0.042264584 58:−0.083478808

59:−0.013632423 60:0.10095557 61:0.06671226 62:0.061676014 63:0.07211969 64:−0.091592051

65:−0.038746938 66:0.10339088 67:0.063236684 68:−0.13129975 69:0.031576373 70:0.044604562

71:−0.032479197 72:0.0042029591 73:0.065466404 74:−0.077217028 75:−0.019089345

76:−0.075796142 77:0.039981309 78:−0.077513561 79:0.058981717 80:0.018206874 81:−0.029647503

82:0.25329241 #

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6:−2.8596346 7:1.5315436 8:−2.0105133 9:−1.4254268 10:−0.63541001 11:0.3005468 12:0.48102951

13:−0.61673254 14:−0.24671869 15:−0.41754958 16:−0.43830523 17:0.073965512 18:−0.19417059

19:−1.1972581 20:−0.33855054 21:0.56400204 22:−0.40437153 23:−0.026458969 24:−0.15247945

25:−0.066467531 26:0.24253429 27:−0.49859995 28:0.39888442 29:−0.48676011 30:0.13936524

31:0.1989423 32:0.12716278 33:−0.08278773 34:0.30841479 35:−0.066056773 36:0.15126064

37:−0.13456585 38:0.098305985 39:−0.6951772 40:−0.050344191 41:−0.26637584 42:−0.044020362

43:0.16816528 44:−0.031940237 45:0.23994687 46:0.0065711122 47:−0.29748967 48:0.1485505

49:0.070860408 50:0.24053638 51:−0.07989303 52:−0.05722056 53:−0.021423893

54:−0.027593307 55:−0.12468952 56:0.09480501 57:−0.18684584 58:0.035493899 59:0.2241869

60:0.034441318 61:−0.0067434851 62:0.22559185 63:0.038438529 64:0.1684932 65:−0.094352365

66:−0.0090871044 67:0.047666479 68:0.010674056 69:0.15723762 70:−0.063844085

71:0.029393764 72:0.10231032 73:0.03880693 74:0.036908031 75:0.067678422 76:0.020666204

77:0.037337776 78:−0.038556647 79:0.015375296 80:−0.070716277 81:0.01984572 82:0.25329241

#

0.014371081791088378 1:−1.4334817 2:0.90635735 3:2.1941264 4:3.1292043 5:0.26899421

6:−1.5484147 7:−0.93183094 8:0.65979451 9:0.86501998 10:0.69524258 11:−0.0033796795

12:−0.55779296 13:0.083482578 14:0.082041077 15:1.3403329 16:0.90228742 17:−0.058276027

18:2.0597355 19:−0.42797115 20:−0.86450082 21:0.90464163 22:0.73496294 23:0.28015259

24:0.35474181 25:−0.23638216 26:−0.15789628 27:−0.52309102 28:−0.37985617 29:0.287357

30:−0.56460238 31:0.37594208 32:−0.12875263 33:0.30352685 34:0.22884804 35:0.11167674

36:−0.20184764 37:−0.12710242 38:0.071013451 39:−0.045144837 40:−0.070461117 41:−0.019546293

42:0.065657027 43:0.14732917 44:0.018210998 45:−0.08014039 46:−0.11323337 47:−0.10019921

48:−0.10349691 49:0.020390021 50:0.090517618 51:−0.069692895 52:−0.021243189

53:0.14680925 54:0.0094662113 55:0.20897961 56:−0.0039457348 57:−0.091748476

58:0.13405176 59:−0.13937454 60:0.086304344 61:−0.12049349 62:0.21512045 63:0.058249764

64:0.073772818 65:0.0051474692 66:−0.16456354 67:0.083159164 68:−0.09391316

69:0.049482822 70:−0.098997042 71:0.083106592 72:0.017373484 73:−0.047681063

74:−0.028320642 75:4.0248819e−005 76:0.099030524 77:−0.10897497 78:−0.10352039

79:−0.060780682 80:−0.048596408 81:0.011235066 82:0.25329241 #

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6:−0.41384 7:−2.6189659 8:−0.12342864 9:1.5793581 10:−0.57370228 11:−1.3925625 12:−1.3556814

13:−1.2156334 14:0.49033341 15:−0.75910914 16:−0.66140902 17:0.21495797 18:1.322399

19:−0.42816734 20:−0.20139475 21:0.41710365 22:−0.66904598 23:−1.2503546 24:0.005865877

25:−0.075833492 26:−0.21863435 27:1.012139 28:0.38559043 29:0.22252241 30:−0.16451129

31:0.27448875 32:−0.19241415 33:0.19588548 34:0.010073803 35:−0.0058676698

36:0.00043716095 37:−0.017203512 38:−0.054450903 39:0.10513259 40:−0.29013771

41:−0.021617958 42:−0.60723102 43:−0.37005702 44:−0.054461829 45:−0.12877238 46:−0.23909518

47:0.13163029 48:0.18145508 49:−0.14183284 50:−0.31191406 51:0.15128855 52:0.11796327

53:0.19483642 54:0.072434336 55:0.098596357 56:−0.12887383 57:−0.0083674965

58:−0.24935839 59:−0.052760802 60:−0.010853617 61:0.085026577 62:−0.14680558 63:0.030738041

64:0.10266052 65:0.056526169 66:−0.063461311 67:−0.035973392 68:−0.10422022

69:0.098920599 70:−0.1844677 71:−0.014507533 72:−0.0056383871 73:−0.046550557

74:0.029349633 75:−0.05021812 76:0.0094082886 77:0.011692385 78:0.028477151

79:−0.029827924 80:−0.023342822 81:0.03091486 82:0.25329241 #

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6:−1.5514507 7:−0.19173834 8:0.45179471 9:1.252743 10:−1.1577836 11:−0.99996018 12:0.51202804

13:0.21233207 14:−0.57810223 15:0.56387746 16:0.41448116 17:0.40147379 18:0.64566773

19:0.19013332 20:0.93090487 21:−0.53239536 22:−0.59026563 23:0.088252522 24:−1.0106578

25:−0.70878637 26:0.25647855 27:−0.024093486 28:−0.66579211 29:−0.15322554 30:0.24319333

31:−0.23693293 32:−0.49839178 33:0.007481074 34:−0.26763889 35:−0.15550058 36:−0.22630225

37:0.022563102 38:0.20322861 39:0.19503964 40:0.03580828 41:−0.19238393 42:−0.54305172

43:0.37427443 44:0.0062787877 45:−0.31011084 46:−0.33694553 47:−0.065238088

48:−0.022011872 49:0.025083838 50:0.028750926 51:−0.015624864 52:0.11465702 53:−0.069135807

54:−0.1922397 55:−0.34337896 56:0.094019294 57:0.053727783 58:0.0031050623

59:−0.016574457 60:−0.17301671 61:−0.058214545 62:−0.031321365 63:−0.1675214 64:−0.026916441

65:0.0039826082 66:0.12901579 67:−0.014975218 68:−0.039207086 69:0.062321864

70:0.029636266 71:−0.11686625 72:0.0075011854 73:0.018350322 74:−0.059716556

75:−0.0026313206 76:0.12975903 77:−0.033259977 78:−0.021897722 79:−0.03100355 80:−0.019817473

81:−0.089121908 82:0.25329241 #

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6:0.049162205 7:−0.89622259 8:−0.61372954 9:1.5200393 10:0.58412057 11:−1.8329904

12:1.5775675 13:−0.34692562 14:−0.012877946 15:0.36438867 16:−0.4585036 17:0.063771129

18:0.31401601 19:0.86736262 20:0.13597916 21:0.55855584 22:−0.35006842 23:−0.014235095

24:−0.22553623 25:0.27074212 26:−0.47627738 27:0.4447929 28:0.13853005 29:−0.11119195

30:0.36050612 31:−0.07328327 32:−0.060440011 33:−0.37381712 34:0.22676152 35:0.25114605

36:0.51616573 37:0.23550244 38:0.06805402 39:0.32421982 40:−0.23539694 41:0.053735215

42:−0.038038298 43:−0.034686971 44:0.094751537 45:−0.012227111 46:−0.13375652 47:−0.1259481

48:−0.11651698 49:−0.071619377 50:0.10677592 51:−0.34058329 52:0.015812801

53:−0.067406513 54:0.21103315 55:0.041218095 56:0.020049199 57:−0.13044091 58:0.13511893

59:0.038044367 60:−0.17959379 61:−0.0071755145 62:0.0087408954 63:0.11011105

64:−0.062928498 65:0.035096791 66:0.16027978 67:−0.046912234 68:−0.015259732 69:0.12188949

70:0.084019214 71:0.1574484 72:−0.066938996 73:0.074207745 74:−0.026839223 75:−0.01708868

76:0.0057022288 77:−0.11029728 78:−0.0079312706 79:0.021477114 80:−0.02083559

81:−0.015407534 82:0.25329241 #

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6:−1.7581615 7:−0.51479608 8:−0.98839289 9:0.39092192 10:−1.292107 11:−0.14927527

12:0.10043197 13:−0.043331504 14:0.39880082 15:0.010120268 16:−0.82551122 17:0.083098657

18:−0.12866859 19:−0.70402157 20:−0.65012646 21:−0.02339028 22:−1.4680903 23:0.046125181

24:0.84387946 25:−0.2265238 26:−0.14147067 27:0.52711749 28:−0.21664049 29:−0.2467404

30:−0.30438596 31:−0.050076567 32:−0.14185542 33:−0.089490563 34:−0.5232743 35:−0.055797219

36:−0.085122578 37:0.034332749 38:−0.2829197 39:0.0018594543 40:−0.1876 41:−0.094008774

42:−0.32108229 43:−0.19397746 44:−0.23942305 45:−0.048982996 46:0.12056146 47:0.14099196

48:0.18051358 49:0.2295133 50:0.19360952 51:−0.1103296 52:0.014821607 53:−0.16108313

54:0.16580546 55:0.16796973 56:0.11402052 57:0.24539067 58:0.16182666 59:0.085798874

60:−0.085405707 61:0.017833026 62:0.0018330675 63:−0.15083119 64:0.081316978 65:−0.098727234

66:0.018731356 67:−0.0060362304 68:0.03532853 69:0.088845044 70:0.10642132

71:0.075240389 72:−0.0017270686 73:0.051559579 74:−0.014961725 75:0.090149663

76:0.063269325 77:−0.0039378311 78:0.059029229 79:−0.018420469 80:0.013638197

81:0.0058866376 82:0.25329241 #

−0.013935452226682356 1:−5.8643632 2:−0.93534768 3:0.49938962 4:−0.93064308 5:−0.185434

6:−1.534196 7:−0.38749206 8:−0.89597219 9:−0.34875399 10:0.63001502 11:1.5652692

12:1.2590816 13:−0.51468796 14:−0.22045068 15:0.3293018 16:−0.27674249 17:0.086240664

18:0.19819136 19:−0.39232901 20:−0.37032464 21:0.38547245 22:0.73479778 23:−0.1816659

24:−0.021749923 25:−0.0039368388 26:0.13101645 27:−0.22941405 28:0.41755274 29:−0.1255347

30:−0.098276161 31:−0.0093230065 32:0.14494233 33:−0.29186839 34:0.33509961 35:−0.22010842

36:0.16008277 37:0.21455543 38:−0.10557131 39:0.13239385 40:0.089197315 41:0.10390823

42:0.11813315 43:0.039862566 44:−0.25545901 45:−0.36260548 46:−0.011953123

47:−0.020825984 48:0.092442289 49:0.24586442 50:0.32035184 51:−0.19072071 52:0.1109019

53:0.2683475 54:−0.055612121 55:−0.16262183 56:−0.007963703 57:−0.06148446 58:−0.02106435

59:−0.10918737 60:0.022327263 61:−0.080045484 62:0.10327489 63:−0.072775885

64:−0.075304672 65:0.052243993 66:−0.17375943 67:−0.085869133 68:−0.025927415 69:−0.033862192

70:0.003378497 71:0.036485743 72:0.02648801 73:0.038889419 74:0.0030899784

75:−0.071033508 76:−0.0090249451 77:0.0040854583 78:0.0087336292 79:0.014930444

80:−0.02574002 81:−0.017401123 82:0.25329241 #

−0.014371081791088378 1:−1.1154265 2:−0.65115529 3:0.78471106 4:0.66504043 5:0.77643335

6:−2.0906224 7:0.34513348 8:0.96412081 9:−0.59056032 10:−0.078536183 11:−1.2666911

12:−0.12625353 13:0.15398303 14:−1.1170033 15:0.081318125 16:−0.038733624 17:−0.31742609

18:−0.42565271 19:−0.6428268 20:0.44600609 21:0.39984989 22:−0.83137399 23:−0.37285015

24:−0.54521942 25:0.057914514 26:1.1564509 27:−0.029537503 28:−0.072775751 29:−0.63849616

30:−0.60283434 31:0.38105869 32:−0.27240914 33:−0.20034775 34:0.4241789 35:−0.010323828

36:0.51174611 37:−0.25457942 38:0.2709513 39:0.059532259 40:0.17014623 41:−0.075634539

42:0.12154446 43:0.090053745 44:−0.10367984 45:−0.034247566 46:0.18424711 47:−0.29232064

48:−0.14740901 49:0.1492925 50:0.00058022176 51:−0.087720893 52:−0.033356212

53:−0.20035958 54:0.2253872 55:0.12879528 56:−0.23089486 57:−0.1055094 58:−0.13547257

59:−0.10747704 60:−0.0092957551 61:0.10458979 62:−0.077063024 63:−0.02096506 64:0.0042612529

65:−0.0011343539 66:−0.0065472969 67:−0.10382 68:0.05947791 69:−0.026584987 70:0.1416434

71:0.14961426 72:−0.031604376 73:−0.070630185 74:−0.12112147 75:0.13053244

76:−0.038431559 77:0.020394776 78:0.033698909 79:−0.058031898 80:0.075310543 81:0.015562753

82:0.25329241 #

−0.0087763075857475708 1:1.5905032 2:5.3645372 3:−1.4477293 4:1.8198627 5:−1.1767664

6:0.81288171 7:−0.67526293 8:−1.1132079 9:0.28507367 10:−0.012736053 11:1.0111644

12:0.75601494 13:0.98898768 14:−0.69530016 15:−0.097560644 16:1.3494476 17:−1.0568211

18:0.18170927 19:0.12219389 20:−0.41637009 21:−0.35449636 22:0.077368096 23:−0.47044316

24:0.21345852 25:−0.34096071 26:−0.15059784 27:0.35658416 28:0.3400493 29:−0.34867704

30:0.56223273 31:−0.43449125 32:0.27360469 33:0.43707809 34:0.21761405 35:−0.43889114

36:−0.038312916 37:0.255097 38:0.087097213 39:−0.14609973 40:−0.25476536 41:−0.43897498

42:−0.13708156 43:−0.096403405 44:0.10123724 45:−0.048603624 46:0.0046454594 47:0.28983507

48:−0.26345158 49:0.050361965 50:−0.12226773 51:0.15456964 52:0.17078514 53:−0.17840773

54:0.25593066 55:−0.093079463 56:−0.17126484 57:−0.14548442 58:0.10084035 59:−0.16368657

60:0.093007393 61:0.26340434 62:−0.014753903 63:−0.035710178 64:−0.061668005

65:0.06639538 66:−0.060775947 67:−0.036008667 68:0.17328157 69:−0.14019264 70:−0.11088976

71:0.065311126 72:−0.091783993 73:0.1820229 74:0.11078074 75:0.01981158 76:0.017440848

77:0.056806833 78:−0.060073696 79:0.0051125907 80:0.030296072 81:0.036278382

82:0.25329241 #

0.0083237638245155857 1:−2.2393372 2:4.199626 3:2.5598192 4:2.467262 5:−0.83616585

6:−2.2503364 7:0.39702567 8:−2.0303228 9:−1.6285394 10:−0.62717658 11:0.40632513

12:−0.2438425 13:−0.21972954 14:0.39473441 15:−0.22718349 16:−0.51952434 17:−0.25986105

18:−0.4086445 19:−1.2832011 20:−0.42313382 21:0.57975292 22:−1.1609888 23:−0.48961833

24:−0.49401966 25:0.72498322 26:0.2920382 27:−0.3599973 28:0.65332633 29:0.26832682

30:−0.50291193 31:0.049351253 32:−0.12447462 33:−0.94793898 34:0.28927991 35:0.33756259

36:−0.5084886 37:−0.44958425 38:0.32846445 39:−0.22288465 40:−0.151096 41:0.28991494

42:0.2534031 43:0.36223406 44:−0.075824156 45:−0.46438354 46:−0.37752223 47:−0.12931581

48:−0.17827615 49:0.033764981 50:0.084633477 51:0.12486546 52:0.11227116 53:−0.11604822

54:−0.088474527 55:−0.14175765 56:0.22630401 57:0.011179022 58:−0.055442378

59:−0.030087344 60:−0.0095982794 61:0.12357093 62:−0.047852658 63:0.19976191 64:−0.11461759

65:0.032792922 66:0.04960895 67:0.040194597 68:0.10348131 69:0.004130546 70:0.046396118

71:0.016336117 72:0.038217518 73:−0.052427962 74:0.054562915 75:0.015991095

76:−0.074550532 77:−0.057401836 78:−0.036572538 79:0.048689198 80:0.0020374097

81:−0.028651439 82:0.25329241 #

0.0071221644380766985 1:−5.4423494 2:−0.58802104 3:5.524426 4:−1.624148 5:6.7409973

6:−1.3937613 7:−0.35392043 8:1.0985852 9:2.5859268 10:−1.0802349 11:0.24384615 12:0.91363966

13:−0.50276214 14:−0.89652449 15:1.2317376 16:0.67724931 17:0.73762757 18:−0.30085871

19:−0.1159915 20:−0.48025069 21:−0.50364071 22:−1.5698023 23:−0.44514489 24:−0.11812235

25:0.076312713 26:0.11099086 27:−0.58268464 28:−0.77682894 29:0.54886699 30:0.10645868

31:−1.1519066 32:0.1148726 33:0.014013563 34:0.1877993 35:0.077201612 36:−0.0033134457

37:−0.17110914 38:−0.18452464 39:0.20830691 40:0.057996828 41:−0.19142845 42:0.57352281

43:−0.29680991 44:0.29264197 45:−0.18688387 46:−0.17933765 47:0.29997057 48:0.3198947

49:0.13645113 50:0.18196066 51:0.13275661 52:0.19360863 53:0.1438975 54:−0.042380612

55:−0.050588559 56:−0.11479136 57:−0.2503086 58:−0.0037292538 59:0.0022796106 60:0.063194968

61:−0.10953682 62:−0.00513366 63:0.14069435 64:−0.027389221 65:−0.0051202965

66:−0.057197187 67:−0.05615497 68:−0.061383404 69:−0.026006866 70:0.07195735 71:−0.045136459

72:−0.051242962 73:−0.063313864 74:0.067755125 75:0.035193127 76:0.029761201

77:0.0056933551 78:0.017063322 79:0.056272577 80:−0.039614562 81:−0.004273002

82:0.25329241 #

APPENDIX C11

SVM Model Weights

(82; Benign/Malignant)

SVM-light Version V6.01

0 # kernel type

3 # kernel parameter -d

1 # kernel parameter -g

1 # kernel parameter -s

1 # kernel parameter -r

empty# kernel parameter -u

82 # highest feature index

99 # number of training documents

56 # number of support vectors plus 1

0.45569806 # threshold b, each following line is a SV (starting with alpha*y)

0.013907467001722892 1:3.1567101 2:0.16618904 3:1.8542163 4:0.014481023 5:1.3972945

6:−3.1025994 7:−3.4176571 8:−0.45484769 9:1.1210192 10:−0.38685206 11:−1.5205327

12:0.68543404 13:−1.75438 14:0.53878391 15:2.7158511 16:−0.56557649 17:1.2554321

18:−0.47308835 19:0.68576759 20:0.97994357 21:−0.292142 22:0.39044076 23:−0.15855564

24:0.038191736 25:−0.31132123 26:0.53109151 27:−0.5032022 28:0.5605045 29:0.20520987

30:0.293466 31:−0.26168749 32:0.37033597 33:−0.29431155 34:0.10337116 35:−0.11785443

36:−0.28718862 37:0.32803136 38:0.29440144 39:−0.082999088 40:−0.014069064 41:0.085100941

42:0.062163971 43:−0.10818884 44:0.26157206 45:0.30576223 46:−0.39297685 47:−0.35423461

48:−0.087857343 49:0.10254776 50:−0.1561446 51:−0.016422139 52:0.07234285 53:0.013479226

54:−0.046674255 55:0.046594094 56:0.093331829 57:0.035379875 58:0.11953397

59:0.036969446 60:0.063316084 61:0.082851306 62:−0.1032842 63:0.13859528 64:0.041353751

65:−0.024971092 66:−0.026600137 67:0.029097036 68:0.018415105 69:−0.0062900544

70:0.035226297 71:0.010622519 72:−0.039238021 73:0.015994981 74:−0.0045444495

75:−0.03215915 76:0.024089301 77:0.012362846 78:−0.049592819 79:−0.0032664295 80:0.019039923

81:−0.011157157 82:0.25567371 #

−0.013907467001722892 1:0.002651917 2:0.98606867 3:2.3826811 4:1.1390226 5:0.12783521

6:−0.54945189 7:1.730462 8:−1.0582304 9:0.29667062 10:0.025138268 11:−0.34364295

12:−0.24810615 13:0.63317603 14:−0.5921548 15:−0.46557185 16:0.085824318 17:0.78309184

18:0.65660352 19:0.48798752 20:−0.67073804 21:−0.32879993 22:0.086128756 23:−0.02290489

24:−0.71815228 25:−1.0004225 26:−0.2888827 27:0.44291174 28:−0.17778675 29:−0.16520225

30:0.19636671 31:−0.3525435 32:0.01298329 33:−0.32772034 34:0.076057971 35:−0.35886341

36:−0.040958837 37:0.082929745 38:−0.21441554 39:−0.35400665 40:−0.27622771 41:−0.22728202

42:0.21941765 43:−0.27094331 44:−0.041872539 45:−0.15448959 46:−0.021528801 47:0.20137747

48:0.25446901 49:0.290241 50:0.055019837 51:−0.017734742 52:−0.044442583 53:−0.12903592

54:−0.044102933 55:−0.029337408 56:−0.0025109963 57:−0.20523353 58:0.069687195

59:0.088491611 60:−0.14346558 61:0.13515595 62:0.054679595 63:0.026407499 64:−0.04021319

65:0.1348345 66:0.014721237 67:−0.021316452 68:0.017826751 69:0.054467481 70:0.088076189

71:−0.0059712916 72:0.077442929 73:−0.0027787003 74:−0.01858215 75:0.029905282

76:0.043979332 77:0.097268574 78:0.013925444 79:−0.0067048757 80:−0.024549417

81:−0.018623218 82:0.25567371 #

0.013907467001722892 1:0.080933683 2:−1.1914428 3:−3.4632533 4:1.155984 5:2.4505055

6:−0.48683998 7:3.2953207 8:1.5352644 9:1.8355713 10:1.3896872 11:1.0753843 12:−0.034180783

13:0.35684481 14:1.5341158 15:−0.64546579 16:0.12234416 17:0.57575071 18:0.15887658

19:−0.29182664 20:0.46651709 21:0.29582661 22:2.101083 23:−0.71179837 24:−0.021273606

25:0.48117211 26:−0.11492103 27:0.34172928 28:−0.29126027 29:0.4420194 30:−0.41723165

31:0.025297057 32:−0.15456693 33:0.10863433 34:0.15622525 35:−0.15762766 36:0.078451499

37:−0.22811173 38:−0.48609617 39:−0.55162007 40:−0.13283053 41:−0.050343122 42:−0.15764947

43:0.25334856 44:0.061278328 45:0.027302107 46:−0.16040276 47:0.062136248 48:−0.23032755

49:0.27913967 50:−0.16669102 51:−0.077022836 52:−0.033983383 53:0.20982005 54:0.053779136

55:0.01178002 56:0.0066895927 57:−0.1356044 58:−0.10798105 59:0.15816236 60:−0.02375962

61:0.035936434 62:0.10734662 63:−0.06747932 64:0.056676835 65:−0.00065177749

66:−0.015038575 67:0.036054466 68:0.09175051 69:−0.047434662 70:−0.0073538097

71:−0.0088641308 72:−0.07059288 73:−0.097584553 74:0.047180023 75:0.057489462

76:0.0051211752 77:0.012965675 78:−0.025874568 79:0.012731925 80:0.0013606574

81:0.0022765554 82:0.25567371 #

0.013907467001722892 1:3.2137563 2:0.47746769 3:0.48038164 4:−3.7653837 5:1.2339842

6:−2.0872419 7:1.1595073 8:−1.3046167 9:1.9119325 10:−1.0545735 11:0.61526155 12:−0.24651189

13:−0.4924134 14:−0.078388341 15:−0.95829707 16:0.27138114 17:−0.10419766 18:−1.2434648

19:−0.07081046 20:0.36508694 21:0.060325716 22:0.48514739 23:0.68073261 24:−0.45294562

25:−0.23691821 26:−0.041596867 27:−0.21548308 28:0.70605165 29:0.09917222 30:0.21392259

31:0.22936337 32:−0.11731907 33:−0.041600302 34:0.095469855 35:−0.41523668 36:0.10409098

37:−0.30141127 38:0.35239288 39:−0.19246656 40:0.34217504 41:0.34814653 42:−0.26780447

43:−0.1243982 44:−0.01815049 45:−0.057028007 46:0.11627141 47:−0.086791828 48:0.092508137

49:0.0018598757 50:−0.040142961 51:0.069872767 52:0.074374996 53:−0.19912603

54:0.076588184 55:−0.093404651 56:0.10183166 57:0.060058489 58:−0.13849878 59:−0.15906949

60:0.1800503 61:0.035952922 62:−0.12798084 63:−0.083410777 64:−0.20457396 65:0.035567068

66:0.019876361 67:0.087410249 68:0.02310947 69:0.09201736 70:0.027875891 71:−0.026512658

72:0.01697951 73:0.0045687994 74:−0.02609979 75:−0.014867129 76:0.066753574

77:−0.010795198 78:0.032971065 79:0.039688867 80:−0.048311502 81:−0.00027685586

82:0.25567371 #

0.013907467001722892 1:−2.7918429 2:3.7392309 3:0.96980011 4:5.581255 5:0.33731475

6:1.179503 7:0.89744556 8:−2.5802081 9:0.25951603 10:−0.84403944 11:1.2862083

12:−0.16128187 13:−0.11803147 14:−1.9132354 15:−0.11223348 16:1.0232759 17:−0.62201375

18:0.94165522 19:1.5683089 20:−0.45407972 21:−0.26419452 22:0.51423109 23:0.35349846

24:−0.092069693 25:−1.1951565 26:0.53779632 27:−0.15563972 28:1.0795906 29:0.57995433

30:−0.41967639 31:−0.25984129 32:0.52238524 33:0.088213466 34:−0.33170569 35:0.091871276

36:0.32154143 37:−0.24431969 38:−0.28046533 39:−0.11163279 40:0.14938606 41:−0.1531287

42:−0.20925696 43:−0.45577037 44:−0.3075608 45:0.24592124 46:0.30894414 47:−0.00029260028

48:−0.089255512 49:0.14482489 50:−0.18223053 51:−0.046016071 52:0.18327117 53:0.086313628

54:−0.1815256 55:0.14078927 56:−0.095226422 57:−0.037365079 58:−0.1549547 59:−0.075251564

60:0.13708013 61:−0.14474814 62:−0.026806368 63:0.015333725 64:0.081638411

65:−0.0070111523 66:−0.02307344 67:−0.023115141 68:−0.036209293 69:0.014039898

70:0.018128078 71:0.082819954 72:0.045986831 73:−0.016791828 74:0.036390752

75:−0.019287534 76:0.016352588 77:0.0063856659 78:0.0082372231 79:−0.0043017734

80:0.028264908 81:0.0051311255 82:0.25567371 #

0.013907467001722892 1:−3.619926 2:−2.6293223 3:−5.8518434 4:−1.5757899 5:−2.9437122

6:5.5407448 7:−0.82116526 8:−3.466711 9:0.0021926758 10:3.0869479 11:−1.0016136

12:1.2197683 13:−1.436379 14:0.31899369 15:0.93561667 16:1.6176525 17:−0.39378786

18:−0.18749779 19:−1.8418909 20:−0.43583691 21:1.432151 22:−0.823071 23:−0.8023172

24:−0.52592236 25:−1.0698589 26:−0.44165942 27:−0.78191882 28:0.22653167 29:0.41191986

30:−0.060874555 31:−0.26568279 32:−0.38131109 33:−0.31830141 34:−0.45852211 35:−0.058234289

36:0.29590148 37:−0.68837774 38:−0.20077451 39:−0.062276743 40:−0.35707316 41:0.19054121

42:−0.15077025 43:−0.078146808 44:0.12414627 45:−0.023111818 46:−0.15437129

47:−0.033677876 48:−0.13043354 49:0.092869744 50:−0.012675262 51:−0.10580228 52:−0.027187418

53:−0.17423774 54:−0.10509105 55:−0.030380335 56:0.068291731 57:0.097614437

58:0.070459813 59:0.054557417 60:−0.02352139 61:0.088585123 62:0.037247963

63:0.0078980811 64:−0.052348923 65:0.0084877722 66:−0.015368021 67:−0.037530847

68:0.007361141 69:−0.032553211 70:−0.015326261 71:−0.026421729 72:−0.0069468748

73:0.013459054 74:0.041822456 75:−0.053651877 76:−0.0050171232 77:0.0043700207

78:0.0053782254 79:6.9578549e−005 80:0.00097944599 81:−5.70134e−005 82:0.25567371 #

−0.013907467001722892 1:6.5781665 2:2.1187475 3:−0.7835753 4:−2.8270266 5:0.1337319

6:−0.18630271 7:−1.7452089 8:−0.98421592 9:−1.8634179 10:−1.1380285 11:0.34646344

12:0.54238832 13:0.26588807 14:0.45058212 15:0.45961592 16:−0.28031725 17:0.66470343

18:−0.51538295 19:−0.1657657 20:−0.45943725 21:−0.49348325 22:0.37306851 23:−0.1414268

24:−0.29623803 25:−0.16292128 26:0.16967954 27:0.32698357 28:−0.37567034 29:0.37099364

30:0.59596163 31:−0.0015005484 32:−0.41130692 33:−0.34374326 34:−0.49081743 35:0.45261174

36:0.056836125 37:0.094040535 38:−0.30606082 39:0.2526404 40:0.028356994 41:0.098269232

42:−0.12199362 43:0.14226985 44:−0.31726238 45:−0.24740721 46:−0.19374534 47:−0.056049012

48:−0.052241877 49:−0.20541354 50:−0.14743847 51:−0.085847393 52:−0.11035357 53:0.15058087

54:0.0083219986 55:0.30017507 56:0.084475629 57:−0.02588613 58:0.0027963538

59:−0.024245178 60:0.045104075 61:0.012391422 62:0.15603219 63:−0.010205535 64:−0.10566497

65:0.20527013 66:−0.056743622 67:−0.1028032 68:0.14594384 69:0.12454806 70:−0.031454634

71:0.087476976 72:0.08834368 73:0.063018188 74:0.02898792 75:0.043453537 76:0.062644392

77:−0.013960996 78:−0.014934716 79:−0.011682215 80:0.014400378 81:0.0073678829

82:0.25567371 #

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6:3.9132211 7:5.2217107 8:1.1789006 9:−1.0246336 10:−0.96747965 11:−0.29383633

12:0.76610166 13:−0.79461324 14:0.4043839 15:−1.0012354 16:0.29168835 17:−0.56701225

18:−0.069885537 19:0.14974712 20:0.35432532 21:−0.31716883 22:−0.59514731 23:−0.22238307

24:−0.12135573 25:0.047585681 26:−0.70089114 27:−0.078941204 28:0.098712035 29:−0.41009673

30:−0.13532054 31:0.51622146 32:0.16921167 33:0.32283872 34:0.52671987 35:−0.048735265

36:−0.15821755 37:−0.039334863 38:0.0048291734 39:−0.54441392 40:−0.19081639

41:0.086660512 42:0.073062316 43:0.030611349 44:0.06409578 45:−0.19361813 46:0.020256663

47:−0.21615875 48:0.12167526 49:−0.080530636 50:−0.21931982 51:0.13648947 52:−0.067624554

53:−0.04258389 54:0.088686369 55:0.097700112 56:0.18430485 57:−0.037396338 58:0.044195484

59:−0.20795707 60:0.19515324 61:−0.035412516 62:−0.091619283 63:0.14196961 64:0.036034033

65:−0.023479406 66:0.019341901 67:−0.067119963 68:0.038271904 69:0.036672547

70:−0.028922372 71:−0.0060990094 72:0.0088292509 73:0.0023125587 74:0.015565125

75:0.022060553 76:−0.016011426 77:−0.0079317112 78:0.011026716 79:−0.038202453

80:0.048583072 81:−0.0042654183 82:0.25567371 #

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6:−2.1615746 7:0.96844673 8:1.0164919 9:−2.0591228 10:−0.6572175 11:0.37804231 12:0.44079155

13:0.3109242 14:0.035389163 15:−0.33573273 16:−0.74668443 17:−0.57036757 18:−0.076940089

19:−0.08777532 20:−0.24845943 21:−0.27566159 22:−0.45323232 23:0.036193147 24:−0.39798844

25:−0.064215995 26:−0.12832147 27:−0.51961374 28:0.56388164 29:0.33960932 30:0.11790788

31:0.010629584 32:0.31375942 33:−0.3635692 34:0.11770105 35:0.1948024 36:−0.53220505

37:−0.015388041 38:0.055305894 39:0.11751298 40:0.15316819 41:−0.3353864 42:−0.15304482

43:0.41588679 44:0.43531179 45:−0.31292126 46:0.064552836 47:0.083345257 48:0.063418671

49:0.36416233 50:0.1777045 51:0.021986378 52:−0.051301539 53:0.091295533 54:0.094320573

55:0.13744071 56:0.047318276 57:0.15952836 58:0.033521026 59:0.076471284 60:−0.035316687

61:−0.15475383 62:0.078926347 63:−0.046019707 64:−0.069484062 65:−0.068120748

66:0.062563717 67:0.0014837421 68:0.030301386 69:−0.037804812 70:−0.013911921

71:−0.048225295 72:0.083848305 73:0.076321773 74:−0.018071061 75:−0.055793755 76:0.012113683

77:0.042205438 78:0.012898841 79:0.035085335 80:0.048108593 81:−0.0096882842

82:0.25567371 #

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6:0.1273587 7:−0.32963273 8:−0.40856531 9:−2.4360094 10:−0.10716601 11:1.0242654

12:−0.7633462 13:−0.62989014 14:−0.65141433 15:0.20816107 16:0.2149162 17:−0.10790395

18:0.062655389 19:0.10254406 20:−0.094486028 21:−0.70745504 22:0.059736516 23:−0.30498576

24:0.054204363 25:0.21246172 26:−0.52425498 27:0.81914634 28:0.048554443 29:−0.17359619

30:−0.23885868 31:0.25071031 32:−0.22767279 33:0.22731103 34:−0.30027446 35:0.1434586

36:0.20617312 37:0.066609994 38:0.031440154 39:0.11149884 40:0.049886927 41−:0.068462618

42:−0.3243098 43:−0.0012718373 44:−0.083923958 45:0.18864746 46:−0.10086386 47:−0.3053132

48:−0.14435789 49:0.026048217 50:0.12950943 51:−0.045977823 52:−0.0020502491

53:−0.18364553 54:0.028195389 55:−0.19675305 56:0.10230119 57:−0.049513366 58:0.18105845

59:0.19450617 60:0.12170141 61:−0.055088673 62:0.065109655 63:0.20906085 64:−0.063107416

65:−0.017050805 66:0.00010687527 67:0.015721906 68:0.0062088915 69:−0.05739858

70:0.14055385 71:−0.066592857 72:0.013350928 73:0.058735143 74:0.016233783

75:−0.048403196 76:0.042300489 77:−0.0023901218 78:0.031673688 79:−0.0068418281

80:0.0092385178 81:−0.014091139 82:0.25567371 #

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6:−0.34809491 7:−0.31098643 8:−0.91316992 9:0.27424634 10:0.51772237 11:0.85809773

12:0.90295136 13:0.74651027 14:0.45621145 15:0.44970477 16:1.3667926 17:−0.50160086

18:0.70031488 19:−0.33182815 20:0.39681572 21:−0.8752895 22:0.44086796 23:−0.13647421

24:−0.22896612 25:−0.3569037 26:0.68794847 27:0.43931317 28:0.49743056 29:0.17149527

30:0.67385966 31:−0.19279872 32:0.42393622 33:−0.25739413 34:−0.21672966 35:−0.053589214

36:−0.18433735 37:0.45720103 38:0.3844561 39:−0.048400849 40:−0.32128289 41:0.27001503

42:−0.017244074 43:0.20652708 44:0.10910439 45:0.13481122 46:−0.18037997 47:0.18652654

48:0.23005758 49:−0.088411964 50:−0.049571555 51:0.10868713 52:−0.21518077 53:0.14662643

54:−0.080307372 55:−0.055205084 56:0.29687792 57:−0.34123605 58:0.056296293

59:−0.096458957 60:0.014342502 61:−0.03401291 62:−0.055514019 63:−0.038223349 64:0.070947193

65:0.018410154 66:0.1130692 67:−0.0073749996 68:−0.099752046 69:−0.040401001

70:−0.081922077 71:−0.072609454 72:0.088830002 73:−0.044365808 74:0.038890094

75:−0.027900867 76:−0.012964657 77:−0.011553071 78:0.013520855 79:−0.018533291

80:−0.014131732 81:0.038447794 82:0.25567371 #

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6:−1.0017112 7:0.47548813 8:1.6735988 9:0.66981721 10:0.24094659 11:−1.0107924 12:−1.1080424

13:−0.00806004 14:−1.0655001 15:0.69547391 16:−0.23062928 17:0.38047528 18:−0.50040817

19:−0.71245897 20:0.27748254 21:0.92888379 22:−0.047542933 23:−0.55884403 24:0.52523893

25:−0.34099689 26:−0.11326764 27:0.24935542 28:−0.27659222 29:0.3617793 30:0.13711159

31:0.03563977 32:0.43898481 33:−0.030524582 34:−0.18930535 35:0.26575625 36:−0.051591638

37:0.093289182 38:−0.12283277 39:−0.0087459367 40:−0.15349482 41:0.076120593

42:−0.090644263 43:0.26222029 44:−0.42837751 45:−0.037280269 46:0.032799728 47:−0.028520888

48:−0.16733062 49:−0.0046878331 50:−0.57103378 51:0.1325575 52:−0.18325704 53:−0.10590571

54:0.069956727 55:0.16672798 56:−0.13117546 57:0.1553829 58:−0.15503366 59:−0.17099887

60:0.093083881 61:0.026113816 62:0.14021461 63:−0.031965856 64:−0.095597953

65:−0.11084546 66:−0.012837233 67:0.082926385 68:−0.011535439 69:0.011916623 70:0.03308095

71:−0.031754006 72:0.0014486267 73:0.0124491 74:−0.035814222 75:0.015123948

76:−0.047888789 77:0.048203971 78:0.016241761 79:0.011316194 80:0.034494244 81:0.015111173

82:0.25567371 #

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6:−0.59316844 7:1.6756516 8:0.90240264 9:0.39984435 10:1.2447444 11:−0.28950989 12:−1.6651386

13:0.28873664 14:−0.58520627 15:0.30581889 16:0.26979491 17:−0.75517011 18:0.47092143

19:0.40895745 20:−0.23498023 21:−0.7098344 22:−0.29512653 23:−1.2106169 24:−0.27367452

25:0.044541284 26:0.49630541 27:0.068383642 28:−0.36716366 29:0.18695824 30:0.63265276

31:0.45222038 32:−0.056348816 33:0.20280178 34:−0.1906321 35:−0.353551 36:0.16343439

37:−0.28218001 38:0.16846286 39:0.078423202 40:0.083406515 41:0.39002004 42:0.29232916

43:0.11815859 44:0.08957018 45:0.038236845 46:0.28640682 47:−0.02373923 48:−0.078649454

49:0.14222306 50:0.066447333 51:−0.083863318 52:0.12524372 53:−0.035551179 54:0.023687186

55:−0.21581374 56:−0.029654844 57:0.095358692 58:0.17166713 59:−0.1162771 60:−0.12052445

61:−0.17919333 62:−0.10123057 63:0.11041252 64:0.0026177783 65:−0.022417426

66:−0.036060501 67:−0.035753701 68:0.06705036 69:0.093109563 70:0.013771997 71:0.089644045

72:0.031394012 73:−0.012064199 74:0.033468664 75:0.050581343 76:0.0081060557

77:0.0074956147 78:−0.010660128 79:0.00035801323 80:0.0026250796 81:0.026720919

82:0.25567371 #

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6:−0.044307262 7:−2.0207732 8:−2.488713 9:−0.6283133 10:0.4825606 11:−0.28122392

12:0.21676083 13:−1.6348528 14:−0.82939267 15:0.034967743 16:0.7632736 17:0.20813568

18:0.63286573 19:−0.47898716 20:1.2485386 21:0.10064972 22:0.98327351 23:−0.26787534

24:0.64377373 25:0.99090523 26:−0.55202091 27:0.10633966 28:0.03703085 29:0.57455915

30:0.22084522 31:−0.36619347 32:−0.22556315 33:0.34115922 34:−0.042702142 35:−0.091154702

36:0.12385885 37:−0.31401032 38:−0.4164632 39:−0.12481187 40:0.1729352 41:0.025761804

42:0.19804724 43:−0.0485407 44:0.19925766 45:−0.28257406 46:0.28749916 47:−0.076349206

48:−0.029022479 49:0.045146827 50:0.23469912 51:−0.22822835 52:−0.16896489 53:0.16428801

54:−0.10073017 55:−0.04911986 56:0.014340572 57:0.055428687 58:0.017072277 59:−0.23835564

60:0.11120624 61:−0.040464722 62:0.015790841 63:0.05838633 64:0.030759592 65:0.090752535

66:0.097924195 67:0.059431423 68:0.018375611 69:−0.025880037 70:−0.085142791

71:0.037109379 72:0.017843693 73:0.033101507 74:−0.086792372 75:−0.019385036

76:−0.03993091 77:−0.022123052 78:0.025371514 79:0.0099139242 80:0.021407833 81:0.0026641551

82:0.25567371 #

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6:−1.065266 7:−0.23375395 8:7.6197457 9:1.6625646 10:−1.5000564 11:−2.0660326

12:−0.19870608 13:−0.39216396 14:1.1567287 15:−0.35612366 16:0.3130272 17:−2.0931723

18:0.11011051 19:0.84284449 20:0.013501336 21:0.046461876 22:1.5516397 23:−0.27960607

24:0.69059569 25:−1.2106048 26:−1.2763588 27:−0.12032586 28:0.093579069 29:−0.32920837

30:0.48157367 31:−0.42374054 32:−0.14591351 33:0.1176537 34:−0.18161951 35:0.25301832

36:0.66938704 37:−0.057802666 38:−0.13343674 39:0.62735879 40:−0.044096556 41:0.18705167

42:−0.17194651 43:0.074589595 44:0.21269155 45:0.089623697 46:0.059762586 47:−0.029209353

48:0.03704172 49:−0.030952863 50:0.015506134 51:0.025615251 52:0.0052244631

53:−0.086779736 54:−0.093574241 55:−0.046916589 56:−0.08362405 57:−0.074757271 58:0.01333593

59:0.024787342 60:0.035859052 61:0.042486023 62:0.0084086601 63:0.010098801

64:0.02284532 65:0.052486856 66:−0.04926512 67:−0.03656625 68:0.010819905 69:−0.045482125

70:−0.058025505 71:−0.016828215 72:0.031890634 73:0.030433306 74:−0.011717948

75:−0.044479515 76:−0.015215926 77:−0.0023755697 78:0.0034599551 79:0.00051749329

80:−0.010226478 81:3.801932e−005 82:0.25567371 #

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6:−1.0418055 7:−0.19555733 8:0.45191205 9:−2.1584406 10:1.1324015 11:0.68982244 12:−1.1676755

13:1.3409806 14:−1.6426444 15:0.69537538 16:−0.98763561 17:−0.32675835 18:0.67812878

19:−0.66984165 20:0.031228915 21:0.27176726 22:0.26936069 23:−0.16906807 24:−0.32627869

25:1.1193974 26:0.10977805 27:−0.43033385 28:−0.95668203 29:−0.25422433 30:−0.34753612

31:−0.38752791 32:0.58244002 33:−0.48634967 34:−0.2025563 35:−0.24161176 36:0.17671585

37:−0.24065688 38:−0.050498847 39:−0.28307024 40:0.26477423 41:0.47382107 42:−0.025447302

43:0.20467587 44:0.2217512 45:0.37574086 46:0.061973073 47:0.10667551 48:0.16203311

49:−0.073726997 50:0.021588469 51:−0.20430367 52:−0.040195208 53:−0.025409846 54:−0.030112945

55:0.16444026 56:−0.23417957 57:−0.27572164 58:−0.11283974 59:−0.05794502 60:0.010915354

61:−0.064104564 62:−0.03133551 63:0.080254652 64:−0.09139505 65:0.026808115

66:0.029095002 67:0.009047363 68:−0.00056003552 69:0.025533518 70:−0.079846606

71:−0.023178091 72:−0.02144677 73:0.050213989 74:−0.012168776 75:−0.067602694 76:0.028939376

77:0.021039849 78:0.00042727476 79:−0.021793403 80:−0.0057580168 81:−0.01654646

82:0.25567371 #

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6:−0.75209802 7:−0.76988745 8:−0.25909516 9:0.070875362 10:0.33397809 11:0.9078024

12:0.60130185 13:1.4851665 14:−0.2751933 15:−0.68341434 16:0.62224263 17:0.3703852

18:−0.66993684 19:−0.38562521 20:0.44285867 21:−0.29626027 22:0.8824321 23:−0.33962312

24:−0.29496264 25:−0.39299873 26:−0.21916553 27:−0.19340031 28:−0.84466314 29:0.30001366

30:0.15318669 31:0.43855944 32:0.081678972 33:0.32938871 34:0.35739893 35:−0.19378594

36:0.084175169 37:0.14802684 38:−0.006124665 39:−0.18371508 40:−0.16712031 41:−0.21613251

42:0.1259155 43:0.19873482 44:−0.18885405 45:0.11871104 46:−0.070632331 47:−0.36830303

48:−0.056283124 49:−0.039440956 50:0.23799692 51:0.12331919 52:−0.0024904897

53:0.14506921 54:−0.41753608 55:0.045860883 56:0.032534719 57:0.32123819 58:−0.26298875

59:−0.059578236 60:−0.10466552 61:−0.069041453 62:0.0084336242 63:0.05241622

64:−0.021091243 65:0.011123164 66:−0.11084538 67:−0.061537236 68:0.0087701716 69:0.035102431

70:−0.045404438 71:−0.088742957 72:0.080612667 73:0.0088466061 74:−0.020630445

75:−0.057637192 76:0.056012552 77:−0.050903127 78:0.018998409 79:−0.031038254

80:−0.021991439 81:−0.0093716355 82:0.25567371 #

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6:−2.1301727 7:1.7956586 8:−0.66483825 9:2.2789998 10:0.75155294 11:−0.25644207 12:−0.3254098

13:2.1627822 14:−0.85244954 15:0.88481462 16:0.50038588 17:0.029978361 18:−0.24679281

19:−0.30118141 20:−0.16269626 21:0.21018057 22:−1.3089206 23:0.81075418 24:1.5648531

25:0.047895078 26:0.21980281 27:−0.0047928062 28:−0.26051944 29:0.74385637 30:0.10023853

31:0.2821621 32:0.030019484 33:0.46246049 34:−0.083249241 35:0.35066962 36:−0.15394858

37:−0.56206924 38:−0.23051488 39:0.30362546 40:−0.46205294 41:0.16208228 42:−0.12200882

43:0.042528152 44:0.11466414 45:−0.38148123 46:−0.064043842 47:−0.16025119

48:−0.054537609 49:−0.040860493 50:0.032025494 51:−0.035186172 52:0.039553311 53:0.11930292

54:0.098108754 55:−0.095932513 56:0.22016686 57:−0.22589338 58:−0.03821544

59:−0.011686561 60:0.0094576897 61:−0.038782436 62:0.004929869 63:−0.035483625

64:0.094123557 65:0.033616606 66:−0.033419874 67:−0.0117603 68:−0.015409783 69:0.05488776

70:0.03093696 71:−0.087859683 72:0.018139809 73:0.017661583 74:−0.024666099

75:−0.029220678 76:−0.0032365189 77:0.043464635 78:−0.04635058 79:−0.006553371

80:−0.028600674 81:−0.021738222 82:0.25567371 #

0.013907467001722892 1:4.9114671 2:1.881025 3:−0.4312326 4:−1.0641655 5:0.12501696

6:−0.95208728 7:−0.58141273 8:−1.4765189 9:−1.3497494 10:0.35631537 11:−0.21563196

12:0.44910482 13:0.26629686 14:0.64632457 15:0.58735436 16:−0.09227664 17:0.005969726

18:−0.32810408 19:0.67150372 20:0.50061023 21:−0.34934878 22:−0.17875439 23:−0.80896491

24:−0.39762643 25:−0.00054659497 26:0.093216814 27:0.29907921 28:0.17596127 29:0.21848349

30:−0.27703223 31:−0.021470813 32:0.4143658 33:0.48387161 34:0.37036732 35:0.40087342

36:0.1912006 37:0.045577448 38:0.50788224 39:0.25323871 40:−0.11682525 41:0.052113917

42:−0.014039285 43:0.099360727 44:0.32851189 45:−0.02387289 46:0.020685224 47:−0.21830137

48:−0.0026333325 49:0.36951706 50:−0.07711494 51:−0.1117034 52:0.1104875 53:−0.13321654

54:0.16284394 55:−0.076749213 56:−0.25630099 57:0.091850482 58:0.031225596

59:−0.096682802 60:−0.04278731 61:0.0061245607 62:−0.0032536373 63:0.024920253

64:−0.037868697 65:−0.024464281 66:−0.029764362 67:−0.086410515 68:0.042764217 69:0.08203695

70:−0.0575905 71:−0.045105629 72:0.012023785 73:−0.0032137455 74:0.0097442456

75:0.0048417118 76:0.02938132 77:0.038581576 78:−0.054621015 79:−0.052942444

80:−0.0097415131 81:0.021002205 82:0.25567371 #

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6:−0.78283739 7:−1.8778273 8:2.7428708 9:1.8306189 10:2.2603297 11:−0.64129949 12:−0.50751668

13:−1.5948424 14:1.0712078 15:0.093467981 16:1.9911685 17:1.0591158 18:−0.47631627

19:−0.3054975 20:0.19572568 21:0.40692455 22:0.16577286 23:−0.19739529 24:0.37667075

25:−1.2619156 26:0.98176974 27:0.14582489 28:−0.45676509 29:−0.14546716 30:0.17664181

31:0.22698779 32:−0.015698573 33:−0.41211262 34:−0.1934886 35:0.0096197678

36:−0.031518675 37:−0.16534263 38:0.38527951 39:−0.33609757 40:0.48295787 41:−0.43648294

42:−0.0045264582 43:0.16016203 44:−0.10982558 45:−0.34294978 46:0.17653741 47:0.12474554

48:0.32409367 49:−0.039160468 50:0.26603052 51:−0.15840669 52:0.034365859 53:0.014296507

54:0.058963902 55:−0.053289052 56:−0.15648252 57:0.075846903 58:0.062794432 59:0.17199801

60:0.16369674 61:−0.10577346 62:0.072707146 63:0.084549032 64:0.012649695 65:−0.097975172

66:0.083616994 67:0.033059128 68:0.025682602 69:0.078859486 70:−0.052846812

71:−0.0023348203 72:0.020238888 73:−0.024740614 74:0.012658974 75:0.017390255

76:0.0021343629 77:0.013402897 78:0.0044597201 79:−0.002695275 80:−0.004668586

81:−0.013233411 82:0.25567371 #

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6:1.5362226 7:3.1012273 8:1.4823833 9:−1.2105137 10:−0.65580684 11:0.28774333

12:−0.90604997 13:−2.7234855 14:0.22590409 15:−0.28487211 16:−0.76438886 17:−0.612086

18:−0.20570815 19:0.93921202 20:0.73710173 21:−0.30659217 22:−0.69799072 23:0.9010272

24:0.055343203 25:−0.14589931 26:0.64925295 27:0.54710197 28:−0.23555608 29:0.085658111

30:0.5640856 31:−0.76448351 32:−0.050297733 33:−0.27225679 34:−0.098018602 35:0.08810433

36:−0.080082409 37:−0.29018632 38:−0.25814721 39:−0.040683508 40:−0.071939394

41:−0.1246088 42:0.0092769023 43:−0.12875327 44:0.22308037 45:−0.19514188 46:−0.28013644

47:0.37833536 48:−0.069209494 49:0.01326542 50:0.060387515 51:−0.043147374 52:0.29177517

53:0.17386179 54:0.025403481 55:−0.028271306 56:0.17681091 57:0.25203118 58:−0.29405716

59:−0.07518737 60:−0.15565519 61:−0.033752076 62:0.036341839 63:0.080811851

64:0.0017416074 65:−0.016262833 66:0.006181607 67:−0.054864045 68:0.032488722

69:0.031279992 70:−0.0037821492 71:−0.049426507 72:−0.026016336 73:−0.0074690362

74:0.035574779 75:−0.05231994 76:−0.0018968838 77:−0.022011682 78:0.016774161

79:−0.025810841 80:−0.018425204 81:−0.010104886 82:0.25567371 #

0.013907467001722892 1:5.7750597 2:1.2413872 3:−1.1963661 4:−2.0657933 5:0.40659559

6:0.49501371 7:−0.25784954 8:−1.4359365 9:−1.4816524 10:−0.79915047 11:−1.1229846

12:1.3343574 13:−0.068226963 14:0.24130811 15:−0.18656228 16:−0.77089977 17:0.62134808

18:0.71038228 19:0.68043411 20:0.18307337 21:0.25654551 22:0.22210953 23:0.015973803

24:−0.10899169 25:0.34026659 26:−0.21481249 27:0.57612687 28:−0.25969267 29:−0.00093713409

30:0.33880439 31:0.062518843 32:0.026924446 33:−0.044380542 34:0.22179085 35:0.12358794

36:0.38530976 37:−0.11988334 38:−0.18692164 39:−0.097517706 40:−0.34240344 41:0.053591926

42:0.28156355 43:0.13503785 44:0.12422437 45:0.14186762 46:0.23501907 47:−0.11156823

48:0.14907226 49:0.083217897 50:0.1704023 51:0.058815289 52:−0.12508999 53:−0.35887522

54:0.083101414 55:0.20775758 56:−0.021943498 57:−0.086027376 58:−0.020585524

59:0.041906465 60:0.14034607 61:0.083318733 62:0.004301751 63:−0.120638 64:0.05463789

65:−0.11770767 66:0.021522788 67:−0.071698181 68:−0.064277127 69:0.09282548 70:0.0073431199

71:−0.0041235308 72:−0.0018476698 73:−0.049712203 74:0.082828738 75:−0.039430786

76:0.032420084 77:−0.035563286 78:0.034488231 79:0.041123342 80:−0.016431013

81:−0.035637904 82:0.25567371 #

0.0059321838758126001 1:7.8969736 2:0.92601794 3:−0.67777443 4:−0.55101442 5:−0.8483538

6:1.133891 7:1.9279255 8:−0.36689714 9:−1.3092664 10:0.50407153 11:1.1446353 12:2.0337307

13:0.19430958 14:−0.031579688 15:−0.47634846 16:−0.19303134 17:−0.83120674 18:−0.81479317

19:−0.31509691 20:0.083579786 21:−0.58641762 22:−0.11711371 23:−0.083241984 24:0.31352392

25:0.54030591 26:−0.21814451 27:−0.68464237 28:0.17611556 29:−0.21217175 30:0.22453187

31:0.28514081 32:0.21957262 33:−0.10568819 34:−0.33947974 35:0.41626236 36:−0.31217927

37:−0.31725654 38:0.39849886 39:−0.033833142 40:−0.023524726 41:−0.39644381 42:−0.04659792

43:−0.1045945 44:−0.030585894 45:0.076296397 46:−0.07705164 47:0.023822628 48:−0.17652473

49:0.058780029 50:0.25980118 51:0.11905475 52:0.21615972 53:−0.064653613 54:−0.13955368

55:0.08933007 56:−0.18854204 57:−0.18888269 58:−0.020038534 59:0.19834851 60:−0.021020414

61:0.087139934 62:0.015825838 63:0.087334767 64:−0.087769322 65:0.066207908

66:−0.042856663 67:0.23534076 68:−0.060736533 69:0.075532936 70:−0.033088207 71:0.040556259

72:0.097355284 73:−0.047938652 74:−0.03784965 75:0.015495322 76:−0.095825158

77:−0.018465571 78:0.0066424366 79:−0.02361773 80:−0.0025011539 81:0.0033580973

82:0.25567371 #

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6:0.039681029 7:−0.52642554 8:0.97267109 9:−2.2449265 10:−1.1802616 11:0.63944525

12:0.25607955 13:−0.76529783 14:0.58871859 15:0.77088851 16:0.77833068 17:−0.24253497

18:−0.19133268 19:−0.50323439 20:−0.26331607 21:0.063135564 22:−0.36104283 23:0.23057953

24:−0.24973908 25:−0.84037572 26:−0.15458417 27:0.20157091 28:−0.58805823 29:0.3385275

30:−0.83091402 31:−0.11370262 32:0.18096507 33:0.99642253 34:0.58041859 35:−0.43670434

36:0.037521597 37:−0.020368401 38:−0.25062132 39:0.24034923 40:0.32140419 41:−0.027384052

42:0.39551824 43:−0.011310609 44:0.14956598 45:−0.041891981 46:0.16419475 47:0.092045188

48:0.23672377 49:−0.31105936 50:−0.11614683 51:−0.031762369 52:−0.13805984 53:0.24754202

54:0.011226078 55:−0.1048087 56:−0.067295991 57:−0.12066343 58:−0.0052694501

59:0.041601948 60:−0.16585311 61:0.16877776 62:−0.10345203 63:0.050677657 64:−0.012582332

65:−0.10267125 66:−0.027802406 67:0.068567954 68:0.012743017 69:0.037426125

70:0.037635617 71:−0.0021199489 72:0.082846627 73:−0.011924988 74:−0.0071722507

75:−0.016278813 76:0.0030037272 77:0.041900769 78:0.015947433 79:0.023219859 80:0.027716408

81:−0.0054158745 82:0.25567371 #

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6:1.0290573 7:2.4022179 8:−1.5407528 9:0.50040889 10:−1.3063754 11:−0.85427392

12:−0.27371067 13:0.42133543 14:−0.65560776 15:−0.1473923 16:1.6519809 17:−0.64535689

18:−0.19239971 19:−0.67702591 20:−0.8053599 21:−0.028416276 22:0.29436937 23:0.32449856

24:0.62685961 25:−0.1725231 26:−0.050195839 27:0.82813507 28:0.2202708 29:0.37998229

30:−0.31223077 31:0.47942221 32:−0.16758649 33:−0.27837166 34:0.37075794 35:0.37963516

36:−0.2199927 37:0.054357257 38:0.54777002 39:−0.013775124 40:0.18810743 41:0.46099341

42:−0.21565595 43:0.33451882 44:−0.31924656 45:0.22467512 46:−0.31382826 47:0.048348255

48:−0.16443725 49:0.13124336 50:0.33873451 51:−0.11771236 52:−0.063911349 53:0.14679374

54:0.12716164 55:0.098429099 56:0.019175077 57:0.11585929 58:−0.078180403 59:0.07249321

60:−0.013315481 61:0.13098404 62:−0.25718629 63:0.099447787 64:0.036771197

65:−0.028462475 66:0.038101979 67:−0.069853261 68:0.060544711 69:−0.040522601

70:−0.061978254 71:0.082902133 72:−0.036021128 73:−0.0065449202 74:0.039985109

75:−0.0058732582 76:−0.014843535 77:0.018123534 78:0.020565489 79:0.032844674

80:0.0027310967 81:−0.011110446 82:0.25567371 #

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6:−0.77465332 7:−0.62911189 8:−1.4085542 9:0.29523042 10:0.068283439 11:0.95215201

12:−1.7381456 13:−0.76153582 14:−0.59636599 15:−1.1151897 16:1.6271036 17:0.51722294

18:0.54393601 19:−1.0967673 20:0.1607904 21:0.54946733 22:1.0153968 23:0.24043703

24:0.22614165 25:0.76501763 26:0.21507396 27:−0.17508405 28:0.091650218 29:−0.5685249

30:−0.43302134 31:0.086169973 32:0.44863382 33:0.0026869907 34:0.097948067 35:0.20386726

36:0.80023646 37:0.26964593 38:0.75347573 39:0.099260323 40:−0.33721927 41:−0.27831656

42:−0.26210928 43:0.0015067747 44:0.074263498 45:−0.13575707 46:0.056361642 47:0.34145796

48:−0.20454875 49:0.004581504 50:−0.070252538 51:0.060309697 52:0.059917849

53:0.060752217 54:0.12090433 55:−0.017430415 56:0.012467152 57:0.10000558 58:0.10616747

59:−0.054620955 60:0.062504694 61:0.024738129 62:0.033996195 63:−0.064383343

64:0.02988499 65:−0.038954813 66:−0.17739484 67:−0.09570951 68:0.030525655 69:0.045430642

70:0.04964295 71:−0.036810983 72:0.093061611 73:0.013555715 74:0.009561535

75:−0.031814493 76:−0.021449508 77:0.025517909 78:0.00029861977 79:−0.053519465

80:0.0029554837 81:−0.013174587 82:0.25567371 #

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6:1.1230381 7:−0.18971685 8:−0.79674339 9:1.556335 10:3.1867778 11:0.41255832

12:0.49717498 13:−0.39642346 14:−0.21752775 15:1.1833861 16:−1.8946335 17:−0.45730442

18:−0.3270669 19:0.59144479 20:−1.0068889 21:0.12804824 22:0.54577202 23:1.0277002

24:0.33942112 25:−0.22028325 26:−0.38777325 27:0.67974013 28:0.16676253 29:−0.069625311

30:−0.33583745 31:0.38871211 32:0.18896358 33:−0.1129126 34:0.064698204 35:−0.19369583

36:0.074449643 37:0.25621057 38:0.033426873 39:0.22339192 40:0.13368924 41:−0.11091734

42:0.13790497 43:0.21622027 44:0.0095193852 45:−0.06749931 46:−0.088926688

47:−0.049865335 48:−0.01809849 49:−0.0093459161 50:−0.0081770439 51:−0.12157734

52:0.043861423 53:−0.037204597 54:−0.07146202 55:0.016820243 56:0.0014766408

57:0.020146597 58:−0.043318357 59:−0.066056281 60:0.036098436 61:−0.08672668

62:−0.0023345535 63:−0.004739529 64:0.0090177674 65:0.0012144109 66:0.046158109

67:0.024586432 68:0.023633081 69:0.058330487 70:−0.01281919 71:−0.00010383644

72:0.012760108 73:0.010051476 74:−0.0022090706 75:0.011002054 76:−0.012289023

77:−0.0057613701 78:−0.0061325124 79:−0.0057473416 80:−0.0070351125 81:−0.0044562882

82:0.25567371 #

0.01134196256418994 1:7.4913383 2:−3.9047859 3:3.4765828 4:3.2329626 5:0.53025079

6:−0.78293818 7:−3.3953798 8:0.84023571 9:2.4344132 10:−0.43644863 11:4.1481657 12:2.5037875

13:−1.0712774 14:0.33500415 15:−1.2716551 16:−1.3413087 17:−1.0281113 18:1.4125737

19:−0.87757838 20:−1.0456495 21:1.7271733 22:−1.3155528 23:0.073792525 24:0.31123686

25:0.24695192 26:0.21360777 27:0.49629357 28:0.42675802 29:0.059230618 30:0.33964923

31:−0.33399045 32:−0.58854604 33:0.36823723 34:0.44327813 35:0.12133251 36:0.13571331

37:−0.011232215 38:0.22995608 39:−0.13251711 40:0.071975075 41:0.16731115 42:−0.069807798

43:0.10954643 44:0.18464498 45:0.17958513 46:−0.21301012 47:−0.0039448678 48:0.071943671

49:0.13296703 50:−0.0094828401 51:−0.049736559 52:0.032725573 53:0.091237344

54:−0.011919759 55:−0.091542624 56:−0.17174599 57:−0.061598003 58:−0.076554053 59:0.031846739

60:0.095506616 61:−0.049488027 62:0.031939235 63:−0.021930469 64:0.019977897

65:0.01592839 66:−0.13698398 67:−0.012340744 68:0.018055525 69:0.0011063165

70:−0.023735138 71:0.016703816 72:0.012794195 73:0.016682323 74:0.0050433376 75:0.014445791

76:0.045591265 77:0.0078134555 78:0.009789031 79:0.006489147 80:0.00072819984

81:0.011334216 82:0.25567371 #

0.013907467001722892 1:4.5205097 2:0.41893819 3:1.9438838 4:2.3802967 5:1.1299727

6:−0.60927874 7:−1.6264855 8:−1.0794646 9:1.5356162 10:0.22162989 11:0.63960916 12:0.85726005

13:−1.3424219 14:−0.65330589 15:−0.06476891 16:0.15953566 17:−0.14324568 18:−1.1498603

19:−0.32901207 20:0.079452172 21:−0.68063188 22:0.069432564 23:−0.3368676 24:0.27922544

25:−0.10262812 26:0.49262851 27:−0.24836577 28:0.191719 29:0.24267754 30:0.036177903

31:0.33137774 32:0.47188544 33:−0.086073026 34:0.40695095 35:−0.029295916 36:0.35678744

37:0.38728294 38:−0.34142995 39:−0.39300621 40:0.059112456 41:0.091618136 42:−0.12471116

43:−0.027963066 44:0.30494934 45:−0.32965988 46:0.015835421 47:−0.20211118 48:0.081562079

49:−0.27155653 50:−0.00037299481 51:0.13697444 52:−0.10090417 53:−0.086653844

54:−0.076424427 55:−0.05438754 56:−0.045778614 57:−0.10751832 58:−0.032505516 59:0.062980413

60:−0.24401571 61:−0.0015253403 62:0.045377731 63:−0.17513771 64:0.029685367

65:−0.1139576 66:−0.034587804 67:−0.1086087 68:0.0040583196 69:0.023088133 70:0.012975481

71:0.17019075 72:−0.035210948 73:0.06559618 74:0.035694119 75:−0.057021894

76:−0.091509789 77:−0.0012289417 78:0.032053754 79:−0.015924675 80:−0.030761207

81:−0.00081250304 82:0.25567371 #

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6:1.1563058 7:−1.0191106 8:0.89716405 9:−2.8952029 10:−1.0914352 11:1.1478691

12:−0.45935875 13:−0.84680182 14:−0.48790786 15:0.91546565 16:0.19231048 17:−0.2439796

18:0.15177831 19:0.33076715 20:−0.52583331 21:−0.070626922 22:0.26622617 23:0.48583946

24:−0.047150921 25:−0.11219881 26:0.17808281 27:−0.047525957 28:−0.2929171 29:−0.15415367

30:0.058237724 31:−0.066451058 32:−0.50528657 33:−0.12466695 34:−0.28051186 35:−0.60495669

36:0.39991304 37:−0.20782937 38:0.27797747 39:0.089417182 40:0.042685047 41:−0.20166583

42:0.57370871 43:0.13477498 44:0.081074737 45:−0.20080233 46:−0.26178983 47:−0.061383769

48:−0.56866574 49:0.098209366 50:−0.00030178568 51:−0.069005974 52:−0.12234493

53:−0.066305265 54:0.015552847 55:0.10759126 56:0.07063552 57:0.056278311 58:0.18731274

59:−0.05263561 60:−0.035553332 61:0.025258247 62:−0.20842436 63:−0.28205624 64:0.014638638

65:9.7043448e−005 66:−0.0013818711 67:−0.010797383 68:−0.025900869 69:−0.066828564

70:−0.031161498 71:0.028685115 72:0.016492067 73:−0.039411314 74:−0.014713936 75:0.039363552

76:0.0018916043 77:0.0077915136 78:0.010886333 79:−0.038772773 80:0.010228094

81:−0.012744837 82:0.25567371 #

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6:−0.92642868 7:−0.060927413 8:1.025564 9:−1.4356234 10:−0.97310477 11:0.47097158

12:0.12962496 13:−0.25148878 14:−0.16546416 15:1.2693143 16:−1.1558002 17:0.1032875

18:0.56368762 19:0.0051629222 20:0.37761489 21:0.66011411 22:0.037132129 23:−0.85185379

24:0.3529858 25:0.25559223 26:−0.31852514 27:−0.16459604 28:0.08962936 29:0.14884865

30:0.078124739 31:−0.19779387 32:0.27305156 33:0.24598782 34:0.068362668 35:−0.052747477

36:−0.52633303 37:−0.32990932 38:−0.0136431 39:0.037923459 40:−0.02533986 41:−0.19024712

42:−0.45001119 43:−0.055180714 44:−0.15930174 45:0.22999269 46:−0.0079800794

47:−0.016092271 48:0.015435272 49:−0.16377443 50:−0.12950993 51:−0.095816039 52:0.14398758

53:−0.1553358 54:−0.24008743 55:−0.01991231 56:0.26443577 57:−0.0038756519 58:0.063613832

59:0.11179768 60:0.028500328 61:−0.048583873 62:−0.014190953 63:−0.082301058

64:0.066078283 65:−0.16223717 66:−0.052412942 67:−0.058284212 68:0.064628504

69:0.11475239 70:−0.0058859428 71:−0.018668987 72:0.044482555 73:−0.035470415

74:0.024470866 75:0.05869643 76:−0.035615463 77:−0.039454173 78:0.0076882099

79:0.0068195364 80:−0.0047788676 81:−0.026510926 82:0.25567371 #

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6:−0.75143504 7:1.6902506 8:−0.60275358 9:1.5832503 10:−1.310573 11:1.6000917 12:0.21132684

13:1.6547322 14:0.78536803 15:1.5024594 16:−1.2832142 17:0.78004318 18:0.048497245

19:0.70713526 20:0.19592576 21:0.82509714 22:−0.66395086 23:−0.9106859 24:−0.52759343

25:−0.68078071 26:−0.42227072 27:−0.046701767 28:−0.11758283 29:−0.13602474 30:−0.55472362

31:0.32127804 32:−0.29026672 33:0.026724029 34:−0.67982489 35:0.11683097 36:0.38105908

37:0.81339836 38:0.064792126 39:−0.1046989 40:−0.37246537 41:0.079448678 42:0.080249004

43:−0.079302184 44:0.15513282 45:0.13945366 46:0.07593812 47:0.23029169 48:−0.011501194

49:0.18339215 50:0.31819478 51:−0.10053135 52:−0.040146928 53:0.13056313 54:0.0334806

55:−0.073444404 56:0.026649972 57:0.13169459 58:−0.08387766 59:−0.054674823 60:0.087010965

61:0.16560693 62:0.10817504 63:−0.0034023994 64:−0.047860574 65:−0.022291096

66:0.15961564 67:−0.07335978 68:0.0081768567 69:0.031859081 70:−0.024155067

71:0.0053942795 72:0.0085884286 73:−0.013401117 74:−0.04092462 75:−0.034990955

76:−0.068524428 77:−0.024430975 78:0.024381608 79:−0.0061947964 80:0.011881717

81:0.0049195392 82:0.25567371 #

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6:−0.928078 7:0.57754159 8:0.18754894 9:0.85823959 10:−0.20131943 11:0.9482286 12:−0.3214485

13:0.82514054 14:−0.37589139 15:−0.46151185 16:−0.14956723 17:1.0633585 18:−0.23653288

19:−0.69588399 20:−0.36893174 21:0.80763328 22:0.93069547 23:0.5691483 24:0.051402833

25:−0.49605268 26:−0.35761532 27:0.29959068 28:0.071002714 29:−0.32978484 30:0.074714996

31:0.29977348 32:0.051678911 33:−0.065063447 34:−0.19315234 35:0.12445268 36:−0.083052307

37:−0.27206311 38:−0.14154203 39:−0.0099441661 40:−0.13220401 41:−0.084780566

42:0.29198474 43:−0.17320052 44:0.14757854 45:0.36334974 46:−0.00088060874 47:0.25512359

48:−0.15208158 49:0.081146725 50:0.13082041 51:0.18624927 52:−0.12077775 53:−0.27191135

54:−0.10174364 55:−0.089331053 56:0.24547873 57:0.12048637 58:0.012943591 59:−0.064267114

60:−0.22911343 61:−0.06396129 62:−0.10194229 63:0.1018229 64:0.05100688 65:−0.035625666

66:−0.097171009 67:0.052742429 68:−0.012774102 69:0.12951221 70:−0.11032252

71:−0.014010696 72:−0.087575667 73:0.086608738 74:−0.031695276 75:−0.039034512

76:−0.0098189032 77:0.036850549 78:−0.0081621092 79:−0.0044356552 80:0.017246954

81:0.014129912 82:0.25567371 #

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6:−0.8098883 7:−0.062391788 8:−0.2045166 9:0.59073448 10:−0.35547227 11:1.1693912

12:0.04870981 13:0.38277781 14:−0.84573781 15:−0.69391251 16:−0.30454978 17:−0.048881855

18:0.79620856 19:−0.67925942 20:−0.58325279 21:−0.14840429 22:1.0766706 23:−0.12342793

24:−0.30171189 25:−0.35856178 26:−0.050720979 27:0.17337419 28:0.35579562 29:0.0016297076

30:0.14343478 31:0.012612592 32:0.29579583 33:0.001519282 34:0.24851383 35:0.29560471

36:−0.71149588 37:−0.54203129 38:0.14251469 39:0.042433999 40:−0.083985254 41:0.21143067

42:0.29311562 43:−0.015808009 44:0.010919767 45:−0.12606128 46:−0.18861698

47:−0.092081122 48:−0.050991539 49:−0.12376861 50:−0.12954277 51:0.067679785 52:−0.021818671

53:−0.028279521 54:0.20420086 55:−0.18519723 56:0.021138323 57:0.15057296 58:0.17164539

59:0.072332397 60:−0.079251938 61:0.027409907 62:0.21861017 63:−0.032445319

64:−0.12992743 65:−0.025126725 66:0.099937499 67:−0.039133847 68:−0.070081063 69:−0.039291058

70:−0.061459426 71:0.075261489 72:0.00022250738 73:0.0096261436 74:−0.091079406

75:−0.031815041 76:0.061698385 77:−0.021042818 78:0.017599938 79:−0.020616282 80:0.024593076

81:−0.020546319 82:0.25567371 #

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6:−1.1127622 7:0.95915526 8:−0.11894368 9:−1.9841946 10:0.98468214 11:−0.063944846

12:−1.2487289 13:−0.61380386 14:−0.081862666 15:0.45095441 16:−0.14827082 17:−0.34864795

18:−0.10256285 19:0.78000957 20:0.132852 21:−0.70506185 22:−0.5006085 23:−0.51431841

24:0.064407617 25:−0.012871034 26:0.20345646 27:0.69678706 28:−0.055522114 29:0.49264035

30:−0.57151598 31:−0.14761893 32:−0.36137059 33:0.24056736 34:0.31852552 35:0.38182795

36:0.15162958 37:−0.16074447 38:−0.10231055 39:−0.29446667 40:−0.034709014 41:0.013383803

42:−0.45942831 43:−0.26025862 44:0.11545254 45:0.19368258 46:−0.11176641 47:−0.073980585

48:0.1160283 49:−0.22157539 50:0.11302762 51:0.15371066 52:0.011127962 53:0.082207575

54:−0.14845748 55:0.038335916 56:−0.11641344 57:0.17554255 58:0.16148333 59:0.18758091

60:−0.0087398672 61:0.11934838 62:−0.06777487 63:−0.16490252 64:0.025555857 65:0.082081333

66:0.068066739 67:0.012967656 68:−0.030097725 69:0.036972791 70:−0.071138203

71:−0.035688844 72:−0.03923003 73:0.019451048 74:−0.086258583 75:0.015425643 76:0.0086982613

77:−0.014518014 78:−0.028397392 79:−0.03541936 80:−0.0071728951 81:0.013880501

82:0.25567371 #

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6:−1.7428496 7:1.4032595 8:0.70431572 9:−0.32135081 10:−1.2155011 11:−0.66844577

12:−0.022841355 13:0.20576999 14:0.034293417 15:0.37033224 16:0.11670563 17:−0.54367113

18:−0.28741112 19:−0.19359446 20:0.18392375 21:0.75075698 22:−0.18692803 23:1.5600741

24:−0.59214377 25:−0.071142018 26:−0.032774579 27:−0.6389212 28:0.060992721 29:0.13494793

30:0.37196639 31:0.57425427 32:0.23330681 33:0.080437966 34:−0.25248474 35:−0.28238821

36:−0.095884562 37:−0.53492713 38:0.26298654 39:−0.051503278 40:0.072312817

41:−0.43661448 42:0.38524631 43:0.0637393 44:0.012160919 45:0.16305904 46:0.17714104

47:−0.07988701 48:−0.011625712 49:0.034479149 50:−0.024200199 51:−0.023429319 52:−0.17002793

53:0.16121902 54:0.032292444 55:−0.0012829674 56:−0.01598312 57:−0.18066128 58:0.14492384

59:0.086638808 60:0.10272907 61:0.015681462 62:0.15333435 63:0.018104296 64:−0.038739048

65:0.035916463 66:−0.069279827 67:−0.19349106 68:−0.0097160777 69:0.012230255

70:0.045809574 71:0.0089093447 72:−0.11629963 73:0.0044422564 74:−0.031537056

75:0.025053348 76:−0.031081989 77:−0.057609919 78:−0.015531697 79:−0.012613344

80:−0.017734094 81:0.025515305 82:0.25567371 #

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6:−4.4946704 7:1.6457027 8:1.1746408 9:1.4231101 10:1.4456066 11:−0.88033259 12:−2.1333191

13:−0.021883188 14:−0.25062913 15:−0.083297908 16:−0.85392404 17:−0.90693456 18:0.2970351

19:0.45055535 20:−0.09995576 21:0.51076323 22:−0.43670028 23:0.36476621 24:−0.95451641

25:−0.20031053 26:0.67508286 27:−0.93244702 28:0.13081406 29:0.49241167 30:0.19104499

31:0.10779955 32:−0.14122751 33:0.20688738 34:0.58228528 35:0.24433109 36:0.23911078

37:−0.24889952 38:0.098726369 39:−0.30660385 40:−0.31343117 41:−0.16456582 42:−0.01780645

43:−0.25943229 44:−0.18028945 45:−0.013832724 46:−0.30424732 47:0.011103727 48:0.19893953

49:0.15702514 50:0.157456 51:−0.10128386 52:−0.37126845 53:−0.15268441 54:−0.026283927

55:0.057599667 56:−0.1776019 57:0.030656785 58:0.080303207 59:−0.19281329 60:−0.05002901

61:0.070550852 62:−0.049463794 63:−0.0031679443 64:−0.0080655394 65:0.03979427

66:−0.021794694 67:0.10237613 68:0.10694979 69:−0.042682458 70:−0.0027413336 71:−0.012581909

72:0.031564515 73:0.02635918 74:0.060980991 75:−0.025426019 76:−0.009149556

77:−0.055161502 78:−0.0061266674 79:−0.00096103584 80:0.026131971 81:−0.0097358981

82:0.25567371 #

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6:2.490242 7:−0.87186319 8:−1.4726433 9:0.6027776 10:1.1853744 11:−0.53339785 12:−1.2645619

13:−1.2797507 14:−1.4723375 15:0.71425682 16:−0.95632237 17:0.41502073 18:0.36608824

19:0.20266438 20:−0.64730287 21:−0.50698137 22:0.33851576 23:−0.19023597 24:−0.2465242

25:−0.4008525 26:−0.33370984 27:−0.55771083 28:−0.068153739 29:−0.41869354 30:0.28123131

31:0.014431863 32:−0.38049388 33:0.35358033 34:−0.090570942 35:−0.077888496

36:−0.19125997 37:0.069411792 38:0.44386697 39:0.093403146 40:−0.26473638 41:0.31485

42:−0.33032715 43:0.010382273 44:0.42881086 45:−0.21265373 46:0.18693933 47:−0.10689343

48:0.30427253 49:−0.02460172 50:0.23295447 51:0.27729601 52:0.059468519 53:0.060993299

54:0.161459 55:0.19150555 56:0.095879868 57:−0.022795422 58:−0.22619762 59:−0.052827813

60:−0.05607108 61:0.078360587 62:0.090560146 63:0.048996687 64:0.029384816

65:−0.044721246 66:−0.16036934 67:0.00092239247 68:0.075319141 69:−0.023949515

70:0.032674041 71:0.05127484 72:−0.029712975 73:−0.10757741 74:−0.11360387 75:0.039749134

76:0.024440231 77:0.00040882183 78:0.021113714 79:0.014207585 80:0.0073096775

81:0.01038999 82:0.25567371 #

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6:1.1230381 7:−0.18971685 8:−0.79674339 9:1.556335 10:3.1867778 11:0.41255832

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18:−0.3270669 19:0.59144479 20:−1.0068889 21:0.12804824 22:0.54577202 23:1.0277002

24:0.33942112 25:−0.22028325 26:−0.38777325 27:0.67974013 28:0.16676253 29:−0.069625311

30:−0.33583745 31:0.38871211 32:0.18896358 33:−0.1129126 34:0.064698204 35:−0.19369583

36:0.074449643 37:0.25621057 38:0.033426873 39:0.22339192 40:0.13368924 41:−0.11091734

42:0.13790497 43:0.21622027 44:0.0095193852 45:−0.06749931 46:−0.088926688

47:−0.049865335 48:−0.01809849 49:−0.0093459161 50:−0.0081770439 51:−0.12157734

52:0.043861423 53:−0.037204597 54:−0.07146202 55:0.016820243 56:0.0014766408

57:0.020146597 58:−0.043318357 59:−0.066056281 60:0.036098436 61:−0.08672668

62:−0.0023345535 63:−0.004739529 64:0.0090177674 65:0.0012144109 66:0.046158109

67:0.024586432 68:0.023633081 69:0.058330487 70:−0.01281919 71:−0.00010383644

72:0.012760108 73:0.010051476 74:−0.0022090706 75:0.011002054 76:−0.012289023

77:−0.0057613701 78:−0.0061325124 79:−0.0057473416 80:−0.0070351125 81:−0.0044562882

82:0.25567371 #

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6:1.4486016 7:1.5891277 8:0.51667082 9:−0.45382538 10:0.37770146 11:1.4604316

12:−0.53692782 13:0.33008865 14:0.12025584 15:−0.47337285 16:0.81005949 17:−0.90420789

18:−1.1529511 19:0.14843556 20:0.52506375 21:−0.14618051 22:−0.38169765 23:0.28298774

24:−0.17610143 25:−0.16045612 26:−0.38617054 27:−0.23377834 28:−0.17096598 29:−0.31132868

30:−0.28275463 31:0.567393 32:−0.003180447 33:−0.30157489 34:−0.10600054 35:−0.067518502

36:0.12645781 37:0.32555887 38:0.024926931 39:0.027674131 40:−0.089047395 41:0.2231729

42:−0.057629377 43:−0.2478247 44:0.051743515 45:−0.056137752 46:−0.037311137

47:0.091319703 48:−0.052318834 49:−0.12788996 50:−0.063007563 51:−0.27891973

52:0.17528422 53:0.10212162 54:−0.20058389 55:0.11364536 56:0.042440534 57:−0.13886581

58:0.16312324 59:0.029018704 60:−0.081211433 61:0.022779236 62:0.12002778 63:−0.057416808

64:−0.032383278 65:−0.10886707 66:−0.047755949 67:0.07679946 68:0.20172027 69:0.016547197

70:−0.036911912 71:0.045635313 72:−0.055165216 73:−0.0016069475 74:0.0022157095

75:−0.080787316 76:0.094537109 77:−0.0010178279 78:−0.040378872 79:0.016298061

80:0.0086559476 81:0.0042480147 82:0.25567371 #

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6:0.52253419 7:−0.31110352 8:1.1493531 9:−1.8091886 10:1.7111456 11:−1.4512421 12:1.3597342

13:0.48646131 14:−0.33656454 15:−1.0743009 16:0.014130141 17:0.2635656 18:0.82064271

19:0.022797845 20:−0.011084788 21:−0.23568472 22:−0.49814716 23:0.084631167 24:0.37609193

25:0.4684315 26:−0.15267721 27:−0.55006868 28:0.21759127 29:−0.93633556 30:0.21583951

31:0.4219662 32:0.59709024 33:0.15824614 34:−0.20452014 35:0.09279108 36:0.051853437

37:0.43101412 38:−0.19706321 39:−0.097142942 40:−0.043110125 41:−0.14639351 42:−0.22077551

43:−0.23835321 44:0.134718 45:−0.32846063 46:−0.22746591 47:−0.029558768 48:−0.22208628

49:−0.084680356 50:−0.26163554 51:−0.1501175 52:−0.13144459 53:0.12858143 54:−0.038044959

55:−0.25411266 56:−0.13101526 57:0.19287843 58:0.0013226281 59:−0.11266329 60:0.046038356

61:0.011316258 62:−0.098507404 63:−0.042892944 64:−0.052089367 65:0.12561588

66:0.083012052 67:−0.022982076 68:−0.021355366 69:0.0024144817 70:0.001330824

71:−0.0090090735 72:−0.019158173 73:−0.070744455 74:0.0018014011 75:−0.043636497

76:0.025647169 77:0.014638677 78:−0.015977712 79:0.07013841 80:−0.029147873

81:−0.0038464246 82:0.25567371 #

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6:−1.0678015 7:1.4386762 8:1.3017488 9:0.75788456 10:−0.45266727 11:−1.0440437 12:−0.6593917

13:−0.39494324 14:0.021119917 15:2.0002339 16:−0.21656482 17:−0.88875836 18:0.69003016

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25:0.46461707 26:0.16448818 27:0.078015275 28:−0.66810292 29:0.38202372 30:0.17369455

31:−0.18925241 32:−0.16194759 33:−0.037100539 34:0.21753789 35:−0.0020654835 36:0.027552705

37:0.55491364 38:0.28649354 39:0.096833304 40:0.076695696 41:−0.46253744 42:−0.4057757

43:−0.23572676 44:−0.097260721 45:−0.055168856 46:0.31552151 47:−0.14050844 48:−0.2015069

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60:−0.16577704 61:−0.037911136 62:−0.085799456 63:0.1292695 64:−0.047572818

65:0.095524371 66:0.089045763 67:−0.076423198 68:−0.04064459 69:0.0051778844

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81:0.0051492788 82:0.25567371 #

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6:−0.22354333 7:2.7280138 8:−0.64180356 9:1.3553795 10:−1.284534 11:−0.44129243 12:0.76390254

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25:−0.40406826 26:0.61084908 27:0.20908979 28:−0.32455501 29:−0.52932245 30:−0.51294595

31:−0.47475162 32:−1.0189837 33:−0.60586298 34:0.018532177 35:0.027400291 36:−0.2816073

37:−0.21930307 38:0.077345341 39:−0.14125608 40:0.12979583 41:−0.12148686 42:−0.16431832

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55:−0.13089696 56:−0.11710397 57:0.11604164 58:0.034584589 59:−0.27541587 60:0.009696289

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77:−1.5598301e−006 78:−0.0089921178 79:−0.009113933 80:0.0062781661 81:−0.0070028822

82:0.25567371 #

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6:1.4796681 7:−0.44303796 8:7.079536 9:3.3811548 10:−0.5132193 11:1.3672465 12:3.1838846

13:−0.29501393 14:−3.5256567 15:−0.061914153 16:1.1134801 17:1.275921 18:−0.70325166

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25:0.82210463 26:0.46094421 27:0.64264548 28:−0.25475097 29:0.19444466 30:−0.0011032472

31:−0.27570698 32:0.14102077 33:−0.10242313 34:−0.11378312 35:0.0038855532

36:−0.086297758 37:0.016517581 38:0.093544208 39:−0.078683227 40:−0.065110862

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51:0.0021103951 52:−0.034267608 53:−0.030208096 54:0.04568686 55:0.0035646434

56:0.044756554 57:0.068234123 58:0.033329569 59:−0.022423359 60:−0.027939791

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76:0.002803969 77:−0.0004737273 78:0.0051786685 79:−0.0074322252 80:0.0015181281

81:−0.00055338157 82:0.25567371 #

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6:−1.3313334 7:0.068564743 8:1.1664286 9:−1.6925697 10:0.64675099 11:0.43679509 12:−1.2038205

13:−1.0886772 14:−1.1802665 15:−1.2105626 16:−0.52334678 17:−0.015777761 18:0.52192599

19:−0.69480109 20:0.51186997 21:−0.17781456 22:−0.16893376 23:0.2202893 24:0.04695994

25:−0.23932269 26:−0.26738259 27:−0.37583995 28:−0.097258806 29:0.31264219 30:−0.33379513

31:−0.057046022 32:−0.26168492 33:0.14598083 34:−0.25049546 35:−0.0063634012 36:−0.15654676

37:0.27867839 38:0.3609097 39:0.031608328 40:0.20994972 41:−0.14257182 42:−0.01695567

43:0.031696908 44:−0.13628739 45:0.14854252 46:0.11900226 47:0.052805219 48:0.20748328

49:−0.11481464 50:−0.16765293 51:−0.28109935 52:−0.034576949 53:−0.13761055 54:0.13690926

55:−0.016474174 56:0.26700494 57:0.019943472 58:−0.22473879 59:0.052825619 60:0.048054855

61:0.19356035 62:−0.0046279067 63:−0.028773671 64:−0.074693203 65:−0.086811244

66:0.11018614 67:−0.0007967506 68:0.032238793 69:−0.10468556 70:0.00088952942

71:−0.004508703 72:0.0078438055 73:0.10606468 74:0.012737298 75:0.040625557 76:−0.0024400048

77:−0.0085069044 78:−0.015561501 79:−0.047353297 80:−0.056701999 81:0.016181318

82:0.25567371 #

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6:0.75643831 7:1.1978906 8:0.95098656 9:−2.0611238 10:−0.27574006 11:−1.9000568

12:0.34110045 13:−0.076513924 14:0.25994152 15:0.15452176 16:−0.1924206 17:−0.10815294

18:0.022219649 19:−0.18281053 20:0.96562475 21:0.038445167 22:−0.53843951 23:0.30832392

24:0.42351493 25:−0.12960196 26:1.5336051 27:−0.20165344 28:−0.01682375 29:0.073752783

30:−0.3915596 31:0.1210214 32:−0.08615502 33:−0.096842602 34:−0.0070559354 35:−0.11877518

36:0.27118748 37:0.35530332 38:−0.43410465 39:−0.015395478 40:−0.063821651

41:−0.076799929 42:−0.00010866803 43:0.57033777 44:−0.02278202 45:0.31349382 46:0.066868268

47:0.017357457 48:−0.14546211 49:0.27975646 50:0.079885893 51:−0.058864441

52:−0.087735489 53:−0.046799622 54:0.11227116 55:−0.29120412 56:0.099196032 57:0.049391106

58:−0.18051778 59:0.057342004 60:0.049808994 61:0.10630471 62:0.030029463 63:0.010906108

64:0.042480599 65:0.12332004 66:−0.18001336 67:0.072331712 68:−0.067071445 69:0.035150338

70:0.049997542 71:0.13350214 72:0.046294019 73:0.019821577 74:−0.072682619

75:−0.0099783475 76:0.031325772 77:−0.024302775 78:0.0030211271 79:0.0055105453

80:0.00023924046 81:−0.0033595334 82:0.25567371 #

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6:−1.4589797 7:0.82863575 8:−1.49134 9:1.7670006 10:−0.52219647 11:−0.30546001 12:−1.1860214

13:−1.0020293 14:−0.41430363 15:−1.7545762 16:−0.2967518 17:0.40785378 18:−0.59492874

19:0.41539657 20:0.058743171 21:0.14152229 22:−0.67042965 23:−0.7818079 24:0.44719395

25:0.39812925 26:−1.0744703 27:−0.10559598 28:−0.53489947 29:0.55216408 30:0.19978507

31:0.073598556 32:0.21343429 33:−0.47784299 34:0.17236954 35:−0.21911983 36:0.01257569

37:−0.26263791 38:−0.0061564129 39:0.42373967 40:0.33201087 41:−0.2279844 42:0.19577718

43:0.20928508 44:0.045495301 45:0.36827281 46:−0.4428651 47:−0.01399814 48:0.031118467

49:−0.1407575 50:0.098976381 51:0.17404512 52:0.17451191 53:−0.073980682 54:−0.071008936

55:−0.14925669 56:−0.039997995 57:−0.030250147 58:−0.02634345 59:−0.073953852

60:0.10451249 61:0.043762267 62:0.066126816 63:−0.060991239 64:0.037385963

65:0.082934633 66:0.10119417 67:−0.052110482 68:0.062524348 69:0.0040958631

70:0.12281678 71:0.094138131 72:0.0069719465 73:−0.096599311 74:0.0076357406

75:−0.090300873 76:−0.0086369254 77:0.051993534 78:0.013033064 79:−0.039026793

80:0.019860353 81:0.01500743 82:0.25567371 #

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6:−2.3301337 7:0.97077262 8:0.58165997 9:0.030121624 10:1.3949789 11:2.0851276

12:−1.8459338 13:−1.4897755 14:0.78728217 15:1.3469397 16:−0.19942141 17:0.50883973

18:0.22627038 19:−0.036830902 20:0.83976758 21:0.38402358 22:−0.40425029 23:−0.080880001

24:−0.74652475 25:0.36664006 26:−0.97949159 27:0.023829354 28:0.59824419 29:0.26942089

30:−0.3533175 31:0.38241255 32:−0.0019619528 33:−0.20920593 34:−0.018472206 35:0.67914933

36:−0.0010762719 37:0.16722722 38:−0.36606553 39:0.24336375 40:0.23017181 41:−0.053131726

42:0.15948923 43:0.029117379 44:0.061404489 45:−0.048055328 46:0.26286668 47:0.058831047

48:0.1334981 49:−0.036070727 50:0.0013411797 51:−0.0019771275 52:0.015354604 53:0.1222948

54:0.24071427 55:0.035047222 56:0.20032105 57:0.044402551 58:0.14550228 59:−0.06231229

60:−0.016845841 61:−0.076930247 62:0.040880624 63:0.064999685 64:−0.04636566

65:0.08030995 66:−0.16689803 67:0.064327404 68:−0.11008617 69:−0.02087692 70:−0.083477795

71:0.080636069 72:0.011140353 73:−0.065788276 74:0.10886487 75:−0.057353571

76:0.015810991 77:−0.0068874885 78:0.019137098 79:−0.015532231 80:−0.02345923

81:−0.010197603 82:0.25567371 #

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6:0.7605294 7:0.29261148 8:−1.278756 9:1.1692907 10:−2.11836 11:0.52350706 12:−0.30659074

13:−0.63028836 14:0.67320037 15:−0.27765042 16:−0.42263666 17:−0.20966066 18:0.55657989

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25:0.35141432 26:0.72457081 27:0.15202697 28:−0.044791702 29:0.42401895 30:−0.31778312

31:−0.022386912 32:0.28809917 33:0.28285724 34:0.01201927 35:−0.645464 36:0.014711171

37:0.20914036 38:0.20477214 39:−0.093773507 40:0.16199635 41:0.15505062 42:−0.034417354

43:−0.12293445 44:−0.075000361 45:−0.10459624 46:0.2939519 47:0.38339579 48:−0.14820908

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55:0.06629619 56:0.13784975 57:0.15962863 58:0.25510088 59:0.025308501 60:0.12040595

61:−0.07515613 62:0.15167382 63:0.039869078 64:0.13904765 65:0.15746514 66:−0.011108508

67:0.088991702 68:0.0076717408 69:−0.010888851 70:0.0083461413 71:−0.064647026

72:−0.061004426 73:0.015027825 74:−0.036001131 75:−0.031109048 76:0.0010749488

77:−0.00092590484 78:−0.027721051 79:0.010505742 80:−0.024915585 81:−0.0061497437

82:0.25567371 #

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6:−0.38148504 7:−2.0734801 8:0.0047648158 9:−2.357964 10:−1.0196906 11:−0.72981006

12:−1.1445125 13:−1.1846863 14:−0.92250514 15:−0.8718431 16:0.061195843 17:1.1091851

18:0.74069268 19:−0.60632581 20:1.0782501 21:0.86193287 22:0.31244257 23:0.57742274

24:−0.47402048 25:−0.70036286 26:0.66894895 27:0.60239846 28:−0.10635167 29:−0.5586589

30:0.071726315 31:0.41283643 32:0.14371471 33:0.10558783 34:0.19127405 35:0.097074881

36:−0.29764381 37:0.041922342 38:−0.49174398 39:0.69082326 40:−0.52308041 41:0.29848841

42:−0.28855282 43:−0.19248204 44:0.029485142 45:0.14557739 46:−0.23288836 47:0.03455437

48:−0.017498391 49:0.042841069 50:0.19948523 51:0.097905472 52:0.055405904 53:0.15912542

54:0.019523405 55:−0.00086101226 56:−0.13273484 57:−0.13073885 58:0.12126263

59:−0.042046476 60:0.025787855 61:−0.13941061 62:−0.053604525 63:−0.0052043996

64:−0.065407723 65:−0.0039703646 66:0.052017268 67:0.12066881 68:0.10263842 69:0.046252824

70:0.011715115 71:0.026410792 72:−0.04527035 73:0.0065903608 74:0.020485729

75:0.032959186 76:−0.050943431 77:−0.0060377745 78:0.036216259 79:−0.0092947185

80:−0.0099762734 81:0.00053479668 82:0.25567371 #

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6:−2.6976771 7:−0.50955325 8:0.082813539 9:−1.3721836 10:0.25417566 11:−0.091573454

12:−1.4882948 13:−0.27992651 14:−0.22746059 15:−0.6088056 16:0.024793975 17:−0.22156215

18:−0.18072195 19:0.10881592 20:0.082345754 21:−0.13435215 22:−0.19221406 23:0.34319305

24:−0.55437326 25:0.031420056 26:−0.31870744 27:0.2597647 28:0.15074149 29:0.35541058

30:0.10976756 31:0.035092495 32:0.17241041 33:−0.049967669 34:−0.8761546 35:0.091068119

36:−0.41322049 37:0.42111424 38:0.16279258 39:−0.19285816 40:0.26147491 41:0.10701151

42:−0.062286235 43:−0.091022246 44:−0.13316067 45:−0.046054926 46:−0.18365099 47:0.16694836

48:0.099099152 49:−0.099710472 50:0.13639663 51:−0.05594169 52:0.18959399 53:−0.085140981

54:−0.15233687 55:−0.12635775 56:−0.10323367 57:−0.032698553 58:−0.051967654

59:−0.092892386 60:−0.048081353 61:0.1134521 62:−0.0097223511 63:−0.19677512 64:0.038886372

65:−0.008903442 66:−0.19350731 67:−0.10775119 68:−0.087278858 69:−0.0070919083

70:−0.063219547 71:−0.039190117 72:−0.032200355 73:0.00085241214 74:−0.011032113

75:0.02572496 76:−0.021514339 77:0.030158129 78:−0.0019987961 79:0.061064892

80:0.053908188 81:−0.010019804 82:0.25567371 #

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6:−1.2786617 7:−1.2676958 8:0.9784404 9:−1.1621584 10:−0.19251882 11:0.17948005

12:−0.74097878 13:0.44499308 14:−0.0070625329 15:−0.6527788 16:0.57128209 17:0.1815735

18:−0.460302 19:−0.24062113 20:−0.29436147 21:0.2046137 22:−0.23127641 23:0.26728085

24:−0.29189453 25:−0.42844203 26:0.11890949 27:−0.5828563 28:0.27136496 29:−0.52650899

30:−0.12449619 31:−0.41865614 32:−0.38618717 33:0.75262243 34:0.16398448 35:−0.42862841

36:−0.079917386 37:−0.034457237 38:0.049663253 39:−0.026839441 40:−0.20840488 41:−0.11020567

42:−0.20190364 43:0.29403234 44:0.038728327 45:0.16312243 46:0.17596419 47:−0.29706264

48:−0.12227666 49:0.28870571 50:0.044383127 51:−0.1945674 52:0.35483041 53:0.18753126

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76:0.001157394 77:0.038050488 78:−0.012103624 79:−0.0075672837 80:0.016288035

81:0.00388755 82:0.25567371 #

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12:0.72341979 13:0.62888783 14:0.43660501 15:0.70101285 16:0.65181589 17:0.699884

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24:1.0199807 25:−0.17035381 26:−0.53764629 27:−0.42332968 28:−0.2965571 29:0.56804597

30:−0.069201685 31:−0.28442693 32:0.50515532 33:−0.1098742 34:−0.23597126 35:0.12981954

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42:−0.0073068822 43:−0.36419266 44:0.52316409 45:0.00054344506 46:−0.17763405 47:0.097439691

48:−0.13253364 49:−0.10772908 50:0.062215112 51:−0.14229205 52:−0.0018253193

53:−0.20546296 54:0.19488296 55:−0.10865132 56:−0.089947186 57:0.13023221 58:−0.089442343

59:0.048431564 60:−0.078044161 61:−0.1097814 62:−0.035178315 63:0.062205702

64:−0.048839353 65:−0.10717151 66:−0.0057327133 67:0.0297626 68:0.083072841 69:−0.024313437

70:0.041320756 71:0.03339909 72:0.070824169 73:−0.07068871 74:0.019567905 75:0.012559616

76:0.049304418 77:−0.045164108 78:−0.0079365019 79:−0.013983565 80:−0.0076463781

81:0.036134619 82:0.25567371 #

0.0098444903871761705 1:3.4000976 2:4.353354 3:0.20291679 4:−0.56321834 5:0.3359561

6:−1.3302954 7:−1.2524338 8:−1.9435711 9:−0.7544232 10:1.8748814 11:−0.66350937 12:−0.95615405

13:1.1766428 14:−0.67985052 15:−0.69076073 16:0.65135092 17:−0.25158882 18:−0.33583677

19:0.22454788 20:0.97624737 21:−0.061259232 22:−0.24438164 23:1.3978306 24:−0.045107901

25:0.90150547 26:0.18234044 27:0.40132105 28:0.0025857005 29:−0.3534779 30:−0.00051128899

31:−0.5115388 32:−0.68650419 33:0.01065794 34:−0.31668335 35:−0.12371469 36:0.18158373

37:0.099708207 38:−0.27020627 39:−0.14006697 40:0.067367613 41:0.049405299 42:0.087938987

43:0.1306714 44:−0.039579701 45:−0.0073669022 46:−0.083823189 47:−0.12140501

48:0.38544589 49:0.12294596 50:−0.22681904 51:0.174869 52:0.029952586 53:−0.21804394

54:−0.13114847 55:−0.19033335 56:0.060533609 57:0.10420916 58:0.083379082 59:0.15737703

60:0.077796958 61:−0.032270338 62:0.060652126 63:0.10343604 64:0.121602 65:−0.082902558

66:−0.031383011 67:−0.057323907 68:0.13476953 69:−0.023190375 70:−0.11172605

71:−0.0031230941 72:0.029506981 73:−0.080234401 74:−0.012763577 75:−0.014051927

76:−0.01854565 77:0.012363502 78:0.01565909 79:−0.0066379169 80:0.021184601 81:0.012500747

82:0.25567371 #

0.0020665672995731979 1:5.2955265 2:−0.65797424 3:−1.0571982 4:−0.72376168 5:0.087484695

6:1.3326952 7:2.0818608 8:−1.217063 9:0.57185346 10:−0.14195058 11:−2.1278417 12:0.85920882

13:−1.7434322 14:0.044522069 15:−1.6611717 16:−1.070134 17:0.065382555 18:0.55782706

19:0.18667004 20:0.45247704 21:0.42276645 22:0.23630776 23:−0.35079005 24:0.0028711383

25:0.27257296 26:−0.34024805 27:0.083222635 28:−0.052973963 29:0.061597131 30:0.19715723

31:−0.49887934 32:−0.29694211 33:−0.32361487 34:−0.058306769 35:−0.23700592

36:−0.051193722 37:0.32658741 38:0.1350269 39:−0.028302681 40:−0.21207443 41:0.0975096

42:0.14156008 43:−0.1836036 44:−0.36535913 45:0.022620961 46:0.18160005 47:−0.21237148

48:−0.048351623 49:−0.1228329 50:0.28498444 51:−0.083813787 52:−0.15850542 53:0.039593969

54:0.099234149 55:−0.045176018 56:0.082574204 57:−0.075926609 58:−0.1059874 59:0.0605998

60:−0.05003868 61:−0.17068541 62:−0.033420015 63:−0.0086220056 64:−0.0997288

65:−0.12466743 66:−0.075003199 67:0.029930672 68:−0.069341287 69:−0.0075586229

70:−0.046565507 71:0.055340845 72:0.053100009 73:0.03331941 74:8.5853564e−005

75:−0.032220732 76:−0.011131383 77:0.046809517 78:−0.12941684 79:−0.0058566034

80:0.007817734 81:−0.0038185893 82:0.25567371 #

APPENDIX C12

SVM Model Weights

(82; Early/Late)

SVM-light Version V6.01

0 # kernel type

3 # kernel parameter -d

1 # kernel parameter -g

1 # kernel parameter -s

1 # kernel parameter -r

empty# kernel parameter -u

82 # highest feature index

59 # number of training documents

43 # number of support vectors plus 1

0.51192179 # threshold b, each following line is a SV (starting with alpha*y)

−0.009651868816170828 1:−1.3949257 2:−7.1064153 3:−7.6357293 4:−3.9997296 5:−4.3126149

6:−1.0455632 7:−1.7593037 8:−1.0766277 9:0.36871698 10:−1.4037681 11:0.43731076 12:1.5785676

13:−2.2389538 14:−1.66617 15:0.58093596 16:−1.9867874 17:1.2219658 18:−0.41062918

19:−0.68057811 20:0.72604179 21:−0.24368794 22:0.21090972 23:0.19525637 24:0.04606054

25:−0.1518749 26:−0.050912332 27:0.15238227 28:−0.017613446 29:−0.27513498 30:−0.029538082

31:−0.23303917 32:−0.11126661 33:−0.077786759 34:0.33194929 35:−0.011755408 36:−0.07646478

37:−0.16744053 38:0.23671371 39:−0.23311555 40:0.019464068 41:0.00095630309

42:−0.049225777 43:−0.022975719 44:−0.10502601 45:−0.10515327 46:0.084919095

47:−0.072050132 48:−0.044558402 49:−0.063181207 50:−0.040598646 51:−0.02891284

52:0.042690523 53:−0.028859708 54:0.024923081 55:0.016705168 56:0.042295106

57:0.0012129262 58:−0.010007722 59:0.0078843376 60:0.029451927 61:−0.14868067 62:

0.016841359 63:−0.03576494 64:−0.071018636 65:−0.025739608 66:0.019898374 67:−0.06432239

68:0.041407861 69:−0.05748732 70:−0.036829431 71:−0.0151224 72:0.041355006

73:−0.065142207 74:−0.020542866 75:0.056401286 76:0.020827135 77:0.015769269

78:−0.03525912 79:0.089767262 80:0.030020168 81:−0.074020557 82:−0.0095585929 #

−0.0058545298550235049 1:−5.3869047 2:−1.5746411 3:0.74159777 4:−0.78606075 5:0.50478119

6:3.1882224 7:0.3584249 8:−1.4646664 9:0.58070636 10:0.71917087 11:−0.33742091

12:−0.66715032 13:1.1570868 14:−0.58885461 15:0.34032476 16:−0.52852839 17:−0.38242599

18:0.32871774 19:0.82726818 20:−0.21355985 21:−0.44889992 22:0.12188943 23:0.318973

24:0.65250695 25:−0.13354878 26:−0.54600775 27:0.534747 28:0.46380267 29:0.15977333

30:0.34504783 31:−0.58266139 32:−0.0089071169 33:0.57255757 34:0.39571548 35:0.49374899

36:−0.047910046 37:−0.12103498 38:−0.088492699 39:0.13222153 40:0.36167121 41:−0.23554173

42:−0.015975783 43:0.1044606 44:−0.025533743 45:−0.17961036 46:−0.087940715 47:0.10057306

48:0.23271543 49:0.013834573 50:0.023569856 51:−0.18782079 52:0.014782355 53:0.048862826

54:−0.061514128 55:−0.052248385 56:0.036085092 57:0.0012129262 58:−0.010007722

59:0.0078843376 60:0.029451927 61:−0.14868067 62:0.016841359 63:−0.03576494

64:−0.071018636 65:−0.025739608 66:0.019898374 67:−0.06432239 68:0.041407861 69:−0.05748732

70:−0.036829431 71:−0.0151224 72:0.041355006 73:−0.065142207 74:−0.020542866

75:0.056401286 76:0.020827135 77:0.015769269 78:−0.03525912 79:0.089767262

80:0.030020168 81:−0.074020557 82:−0.0095585929 #

−0.007302651214809581 1:2.2345536 2:−8.2382746 3:−4.5594249 4:−3.219995 5:−1.4316326

6:−1.8457229 7:1.200842 8:−0.32464877 9:−2.5554824 10:−1.8576775 11:−0.92507511 12:−2.8148921

13:1.2713544 14:0.89249134 15:−0.51592141 16:0.38930354 17:−1.9124364 18:0.36014941

19:−1.2590576 20:0.48945433 21:0.29205838 22:0.18135412 23:0.27294412 24:−0.48372957

25:−0.60903805 26:−0.48058021 27:−0.016271256 28:−0.40135047 29:−0.1528151 30:−0.062056556

31:0.021798939 32:0.30998087 33:−0.12745659 34:0.20686452 35:0.10841317 36:−0.077211976

37:0.12925135 38:0.074331902 39:−0.055461079 40:0.24180417 41:0.033905365 42:−0.022314826

43:−0.027976006 44:0.15169364 45:−0.0016659197 46:0.060984615 47:−0.00077797414

48:0.090841293 49:−0.0054340898 50:−0.028856028 51:0.04912499 52:−0.10594569

53:0.025540976 54:0.040360298 55:−0.019841935 56:−7.4499141e−005 57:0.0012129262

58:−0.010007722 59:0.0078843376 60:0.029451927 61:−0.14868067 62:0.016841359 63:−0.03576494

64:−0.071018636 65:−0.025739608 66:0.019898374 67:−0.06432239 68:0.041407861

69:−0.05748732 70:−0.036829431 71:−0.0151224 72:0.041355006 73:−0.065142207 74:−0.020542866

75:0.056401286 76:0.020827135 77:0.015769269 78:−0.03525912 79:0.089767262

80:0.030020168 81:−0.074020557 82:−0.0095585929 #

−0.014129676532172022 1:−2.0180302 2:0.12606727 3:−0.94246083 4:−0.20122282 5:−0.56047148

6:0.56113786 7:0.70434558 8:−0.7257539 9:0.23040083 10:1.4748676 11:−0.61987633

12:−0.91619062 13:−0.62846196 14:−1.2038949 15:−1.0044348 16:0.66051829 17:−0.19564649

18:0.043287247 19:0.37605706 20:0.73170161 21:−0.7671746 22:−0.37668017 23:0.017403821

24:−0.57425302 25:0.053492785 26:0.54330796 27:0.55115807 28:−0.69889963 29:0.072593451

30:0.13369447 31:−0.20441362 32:0.31789717 33:−0.040228985 34:−0.13832618 35:−0.20594792

36:0.18423782 37:−0.24442211 38:−0.1886507 39:0.14019041 40:0.052651592 41:−0.020638961

42:0.026714545 43:−0.11363702 44:−0.070138492 45:−0.12207137 46:−0.35650167 47:0.13796353

48:−0.024700398 49:0.10319643 50:0.095969059 51:0.25174907 52:0.016045703 53:−0.070368044

54:0.049327463 55:0.055020425 56:0.12510186 57:0.0012129262 58:−0.010007722

59:0.0078843376 60:0.029451927 61:−0.14868067 62:0.016841359 63:−0.03576494

64:−0.071018636 65:−0.025739608 66:0.019898374 67:−0.06432239 68:0.041407861 69:−0.05748732

70:−0.036829431 71:−0.0151224 72:0.041355006 73:−0.065142207 74:−0.020542866

75:0.056401286 76:0.020827135 77:0.015769269 78:−0.03525912 79:0.089767262

80:0.030020168 81:−0.074020557 82:−0.0095585929 #

−0.014129676532172022 1:−5.2945595 2:−0.057851907 3:−0.72329062 4:2.9341695 5:−2.3624232

6:1.5425693 7:−0.86508709 8:1.179958 9:−0.78581941 10:2.1316049 11:0.69332349 12:−0.7486366

13:−0.7369296 14:−0.92366105 15:−0.097363003 16:0.88752544 17:0.084749475 18:0.20195891

19:−1.8480136 20:0.22161572 21:−0.48020625 22:−0.87218893 23:0.42618835 24:0.66096395

25:0.67604554 26:0.20184891 27:−0.042575251 28:0.24330737 29:−0.14860111 30:−0.4163062

31:0.31232399 32:0.52656972 33:0.45946804 34:0.021183133 35:0.13488212 36:−0.075224601

37:−0.0096986843 38:−0.090070963 39:0.29243538 40:−0.20076615 41:0.10365705

42:−0.25348422 43:0.11849995 44:0.25726202 45:−0.063790902 46:0.13409184 47:−0.064501278

48:0.031401385 49:−0.092313476 50:−0.12146627 51:0.028605651 52:0.063654229

53:0.033912227 54:−0.0093408572 55:0.015822398 56:−0.017468618 57:0.0012129262

58:−0.010007722 59:0.0078843376 60:0.029451927 61:−0.14868067 62:0.016841359 63:−0.03576494

64:−0.071018636 65:−0.025739608 66:0.019898374 67:−0.06432239 68:0.041407861

69:−0.05748732 70:−0.036829431 71:−0.0151224 72:0.041355006 73:−0.065142207 74:−0.020542866

75:0.056401286 76:0.020827135 77:0.015769269 78:−0.03525912 79:0.089767262

80:0.030020168 81:−0.074020557 82:−0.0095585929 #

0.0076853501584470641 1:7.7708535 2:4.6584039 3:−0.33929133 4:4.6656609 5:−0.84039205

6:1.5564984 7:−0.97663349 8:2.6357307 9:−1.8116711 10:−1.0474526 11:−0.85821491

12:1.0413269 13:0.69916433 14:0.55527854 15:1.1760082 16:−0.54476649 17:0.20673905

18:−0.36175492 19:0.48638582 20:0.85343492 21:−1.2359009 22:−0.26548666 23:−0.142498

24:−0.75145184 25:−0.72961819 26:−0.09415675 27:0.074696273 28:0.69541246 29:0.085497767

30:−0.18266958 31:−0.065048501 32:0.18729812 33:0.25056919 34:−0.039664168 35:−0.31293061

36:0.32177299 37:0.039813861 38:0.34916002 39:−0.018389061 40:−0.023314977 41:0.25365567

42:−0.11722416 43:0.011280437 44:0.1343195 45:−0.042727049 46:−0.1094249 47:−0.034260664

48:0.052126046 49:0.039455328 50:−0.038983751 51:−0.012039492 52:−0.16209652

53:0.05140771 54:−0.067295283 55:−0.0067475615 56:0.037642609 57:0.0012129262

58:−0.010007722 59:0.0078843376 60:0.029451927 61:−0.14868067 62:0.016841359 63:−0.03576494

64:−0.071018636 65:−0.025739608 66:0.019898374 67:−0.06432239 68:0.041407861

69:−0.05748732 70:−0.036829431 71:−0.0151224 72:0.041355006 73:−0.065142207 74:−0.020542866

75:0.056401286 76:0.020827135 77:0.015769269 78:−0.03525912 79:0.089767262

80:0.030020168 81:−0.074020557 82:−0.0095585929 #

0.0086119130151467525 1:−7.4856787 2:1.3673226 3:−4.1349678 4:0.48727509 5:8.1332922

6:0.071281239 7:−1.7165602 8:−0.38248488 9:−1.3826156 10:−0.49927935 11:1.3427233

12:−0.37614337 13:0.65169251 14:−0.74176133 15:0.04573502 16:0.61725277 17:0.012873571

18:−0.47106525 19:−0.2478563 20:−0.051957335 21:0.15890132 22:0.045166306 23:0.077651739

24:0.06408494 25:−0.30056962 26:0.89640504 27:0.67233145 28:−0.12362359 29:0.1236674

30:0.36810777 31:−0.088824689 32:−0.19637337 33:−0.18794051 34:0.020827595 35:−0.35073787

36:0.43417227 37:−0.13088584 38:−0.12785326 39:−0.20853834 40:0.040067613 41:0.038274482

42:0.055357214 43:−0.051750574 44:0.020653274 45:−0.28747228 46:0.18108542 47:−0.10161147

48:−0.05633691 49:0.04294014 50:−0.12335854 51:−0.045288086 52:−0.0089042224

53:0.11948354 54:−0.0078766504 55:0.0034206351 56:−0.059247781 57:0.0012129262

58:−0.010007722 59:0.0078843376 60:0.029451927 61:−0.14868067 62:0.016841359 63:−0.03576494

64:−0.071018636 65:−0.025739608 66:0.019898374 67:−0.06432239 68:0.041407861

69:−0.05748732 70:−0.036829431 71:−0.0151224 72:0.041355006 73:−0.065142207 74:−0.020542866

75:0.056401286 76:0.020827135 77:0.015769269 78:−0.03525912 79:0.089767262

80:0.030020168 81:−0.074020557 82:−0.0095585929 #

−0.014129676532172022 1:1.9467391 2:−4.5085011 3:2.5395069 4:0.57270998 5:0.39287665

6:0.47288308 7:0.73798466 8:−0.18831065 9:−0.68563426 10:−0.78382367 11:−0.94249988

12:−1.4639335 13:0.82455671 14:0.65856737 15:−0.77900302 16:−0.29027078 17:0.56190169

18:−1.0196158 19:0.29380518 20:−0.050871745 21:−0.6400767 22:−0.060887337 23:0.30843309

24:0.38911167 25:0.19030938 26:0.030152237 27:−0.94034457 28:0.24949764 29:0.080111846

30:−0.22673801 31:−0.37830585 32:−0.42703098 33:−0.14493841 34:−0.49106577 35:0.016350741

36:0.28276637 37:0.072390057 38:−0.2047824 39:0.10201492 40:0.024704665 41:0.033523243

42:0.057213154 43:0.12479683 44:−0.2980141 45:−0.23055989 46:0.17928676 47:−0.097297996

48:−0.00038864795 49:−0.35897928 50:−0.058940507 51:0.086685307 52:0.017482469

53:−0.053739388 54:0.0030982296 55:0.026585994 56:0.05599812 57:0.0012129262

58:−0.010007722 59:0.0078843376 60:0.029451927 61:−0.14868067 62:0.016841359

63:−0.03576494 64:−0.071018636 65:−0.025739608 66:0.019898374 67:−0.06432239

68:0.041407861 69:−0.05748732 70:−0.036829431 71:−0.0151224 72:0.041355006

73:−0.065142207 74:−0.020542866 75:0.056401286 76:0.020827135 77:0.015769269

78:−0.03525912 79:0.089767262 80:0.030020168 81:−0.074020557 82:−0.0095585929 #

0.014129676532172022 1:0.81666607 2:0.95334482 3:−3.1056733 4:−0.057690628 5:3.8275411

6:−2.4385149 7:3.4440734 8:0.74619728 9:0.55505568 10:2.6437523 11:0.14633095

12:0.92240644 13:−0.044869356 14:0.16711205 15:0.68866873 16:−0.52052331 17:0.73232573

18:0.954364 19:−1.6296023 20:−0.69091505 21:−0.62250429 22:0.058407951 23:0.41830444

24:−0.56110144 25:0.24393879 26:−0.63272899 27:−0.37553221 28:−0.050377652 29:0.51595396

30:0.11408119 31:−0.37183687 32:0.25219274 33:−0.15020634 34:−0.089559294 35:−0.13841675

36:0.10217641 37:−0.032159291 38:0.16244814 39:0.0017291079 40:0.19467157 41:−0.020120135

42:0.17245825 43:0.13782045 44:−0.060398389 45:−0.032315724 46:−0.21202798 47:0.086270921

48:−0.17019871 49:−0.1186596 50:0.049102943 51:−0.058264028 52:−0.046889838 53:−0.01580845

54:0.041816335 55:−0.055017203 56:−0.048584573 57:0.0012129262 58:−0.010007722

59:0.0078843376 60:0.029451927 61:−0.14868067 62:0.016841359 63:−0.03576494

64:−0.071018636 65:−0.025739608 66:0.019898374 67:−0.06432239 68:0.041407861 69:−0.05748732

70:−0.036829431 71:−0.0151224 72:0.041355006 73:−0.065142207 74:−0.020542866

75:0.056401286 76:0.020827135 77:0.015769269 78:−0.03525912 79:0.089767262

80:0.030020168 81:−0.074020557 82:−0.0095585929 #

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6:1.5061033 7:2.1168497 8:−0.51475084 9:1.5293455 10:−0.59999311 11:−0.61974782

12:1.2249726 13:2.10937 14:−0.79162323 15:1.496636 16:0.13937807 17:−0.4341968

18:−0.54903346 19:−0.23939233 20:0.35801935 21:0.34853914 22:−0.89570695 23:−0.48460275

24:0.039763473 25:0.83908743 26:0.36757347 27:−0.35938147 28:0.43846372 29:0.016947255

30:−0.17417148 31:−0.19217905 32:0.11167561 33:−0.5484218 34:−0.021938972 35:0.32561988

36:0.10505087 37:0.056143723 38:−0.16184393 39:−0.11682066 40:0.28780565 41:−0.29961941

42:0.087420411 43:−0.097985625 44:0.1988422 45:0.088030674 46:0.090706497 47:−0.049987424

48:−0.022122039 49:0.099453598 50:−0.092255555 51:0.098275162 52:0.062751897

53:0.052539878 54:0.063429095 55:−0.0036416091 56:0.044354413 57:0.0012129262

58:−0.010007722 59:0.0078843376 60:0.029451927 61:−0.14868067 62:0.016841359 63:−0.03576494

64:−0.071018636 65:−0.025739608 66:0.019898374 67:−0.06432239 68:0.041407861

69:−0.05748732 70:−0.036829431 71:−0.0151224 72:0.041355006 73:−0.065142207 74:−0.020542866

75:0.056401286 76:0.020827135 77:0.015769269 78:−0.03525912 79:0.089767262

80:0.030020168 81:−0.074020557 82:−0.0095585929 #

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6:−1.7408873 7:2.3184443 8:2.3045175 9:−0.031264808 10:−1.1093857 11:−0.053723715

12:−0.67469305 13:−1.1992729 14:−0.22581126 15:−0.867302 16:0.59399915 17:0.90500087

18:−0.12635083 19:0.33835375 20:−0.16993706 21:−0.21663953 22:−0.24661557 23:0.65601867

24:0.33774567 25:0.19017707 26:0.076259002 27:0.37185988 28:−0.26058701 29:−0.23559505

30:−0.24838665 31:0.019096648 32:−0.17409827 33:0.049831416 34:−0.48241001 35:0.30529061

36:−0.44616678 37:0.19514658 38:−0.030325184 39:−0.45137173 40:0.31222218 41:0.076720499

42:0.17102975 43:−0.30972826 44:0.15503697 45:−0.19257012 46:−0.012695519 47:0.069403887

48:0.057886977 49:−0.024995249 50:0.13307475 51:−0.089103825 52:0.042466044

53:0.015556405 54:−0.13057841 55:0.0036390405 56:−0.023372764 57:0.0012129262

58:−0.010007722 59:0.0078843376 60:0.029451927 61:−0.14868067 62:0.016841359 63:−0.03576494

64:−0.071018636 65:−0.025739608 66:0.019898374 67:−0.06432239 68:0.041407861

69:−0.05748732 70:−0.036829431 71:−0.0151224 72:0.041355006 73:−0.065142207 74:−0.020542866

75:0.056401286 76:0.020827135 77:0.015769269 78:−0.03525912 79:0.089767262

80:0.030020168 81:−0.074020557 82:−0.0095585929 #

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6:−5.8122339 7:−0.61423439 8:−0.17130254 9:1.0096658 10:0.24250206 11:0.045050688

12:−0.55232471 13:−0.23383944 14:1.2332162 15:−0.13347381 16:0.70798326 17:0.64344895

18:0.57295275 19:−0.38390231 20:0.54711437 21:1.0101299 22:−1.1528212 23:−0.34629637

24:0.49580625 25:−0.13806443 26:0.013054552 27:0.75510573 28:0.35193238 29:−0.20124331

30:0.1794066 31:−0.50493973 32:0.043360956 33:0.036958244 34:0.10293178 35:0.078232713

36:0.35212636 37:−0.2260811 38:0.14062934 39:−0.045567911 40:−0.16717893 41:0.084338225

42:−0.12587765 43:0.05728396 44:−0.16789278 45:0.086649664 46:−0.034939352 47:0.11746556

48:0.1111025 49:−0.092833303 50:−0.049556103 51:−0.069632351 52:0.070035905

53:0.040367518 54:0.0015955516 55:0.038746469 56:0.03146439 57:0.0012129262

58:−0.010007722 59:0.0078843376 60:0.029451927 61:−0.14868067 62:0.016841359 63:−0.03576494

64:−0.071018636 65:−0.025739608 66:0.019898374 67:−0.06432239 68:0.041407861

69:−0.05748732 70:−0.036829431 71:−0.0151224 72:0.041355006 73:−0.065142207 74:−0.020542866

75:0.056401286 76:0.020827135 77:0.015769269 78:−0.03525912 79:0.089767262

80:0.030020168 81:−0.074020557 82:−0.0095585929 #

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6:1.7278793 7:1.1213614 8:−0.67850894 9:0.31127268 10:−0.11542724 11:−0.77878791

12:0.84395933 13:−0.7668938 14:0.32532206 15:0.27445242 16:−0.82527232 17:−0.18264107

18:−0.12096556 19:−0.62431741 20:−0.67406434 21:0.51314914 22:0.16330266 23:0.25057429

24:0.96891803 25:−0.16148108 26:0.067252308 27:0.38987663 28:0.082579486 29:0.22413567

30:−0.16642216 31:0.11901976 32:0.061192509 33:−0.10184798 34:0.2955049 35:−0.14847258

36:−0.20075336 37:0.12751804 38:−0.34627607 39:0.013910817 40:−0.0016297655

41:0.026948731 42:−0.27806681 43:−0.3052876 44:−0.030937172 45:−0.088279307 46:−0.2042761

47:−0.19258258 48:0.098071344 49:−0.17015432 50:0.10327859 51:0.082079649 52:−0.28161612

53:0.018282169 54:0.088138662 55:0.10309676 56:−0.01048686 57:0.0012129262

58:−0.010007722 59:0.0078843376 60:0.029451927 61:−0.14868067 62:0.016841359 63:−0.03576494

64:−0.071018636 65:−0.025739608 66:0.019898374 67:−0.06432239 68:0.041407861

69:−0.05748732 70:−0.036829431 71:−0.0151224 72:0.041355006 73:−0.065142207 74:−0.020542866

75:0.056401286 76:0.020827135 77:0.015769269 78:−0.03525912 79:0.089767262

80:0.030020168 81:−0.074020557 82:−0.0095585929 #

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6:−0.0088579413 7:−0.79358882 8:1.5731375 9:0.56429166 10:−1.2890133 11:−0.28271779

12:−0.44410205 13:0.72625852 14:−0.37074879 15:0.40125906 16:−0.091416262 17:−0.76463097

18:0.63509148 19:−0.78069311 20:−0.69554651 21:0.31989351 22:0.73853117 23:0.41937104

24:0.24717979 25:−0.75747973 26:0.66650116 27:−0.11373509 28:0.049650751 29:0.18096304

30:−0.70285708 31:0.17336127 32:−0.35325781 33:−0.42118025 34:0.42867085 35:−0.3496792

36:−0.20464914 37:−0.25991926 38:−0.20344743 39:0.029335737 40:−0.092420079 41:−0.06689325

42:0.10023139 43:0.13220313 44:−0.058845691 45:0.092431419 46:−0.19269715 47:0.11161025

48:0.050893798 49:−0.093638107 50:−0.014157431 51:−0.090872757 52:0.18778062

53:−0.016852411 54:−0.016636509 55:−0.039292227 56:0.079550028 57:0.0012129262

58:−0.010007722 59:0.0078843376 60:0.029451927 61:−0.14868067 62:0.016841359 63:−0.03576494

64:−0.071018636 65:−0.025739608 66:0.019898374 67:−0.06432239 68:0.041407861

69:−0.05748732 70:−0.036829431 71:0.0151224 72:0.041355006 73:−0.065142207 74:−0.020542866

75:0.056401286 76:0.020827135 77:0.015769269 78:−0.03525912 79:0.089767262

80:0.030020168 81:−0.074020557 82:−0.0095585929 #

0.014129676532172022 1:−4.7765684 2:−0.02359442 3:1.3634911 4:1.8097149 5:−0.52088869

6:1.5549836 7:−0.63070428 8:−1.2487162 9:0.8608669 10:0.15630686 11:−1.7836016

12:0.43759513 13:−1.03545 14:0.46164683 15:−1.0568473 16:0.82734019 17:−0.57975221

18:0.098634101 19:−0.39469379 20:0.078363776 21:−0.4918679 22:0.79418427 23:−0.41378394

24:0.25666785 25:−0.21629062 26:−0.23102112 27:0.52474397 28:0.66049105 29:−0.074629761

30:−0.14192811 31:−0.18053465 32:−0.24776138 33:−0.39292866 34:0.13314253 35:0.32240921

36:0.12681988 37:0.46265233 38:0.46486846 39:0.040000834 40:−0.15794143 41:−0.094866075

42:0.3561427 43:0.044040941 44:0.1246921 45:0.010219221 46:−0.0067574698 47:0.090506971

48:−0.18555306 49:−0.020097038 50:0.033764832 51:0.064414568 52:0.04275541 53:0.089849338

54:0.034210842 55:0.14448649 56:−0.0275291 57:0.0012129262 58:−0.010007722

59:0.0078843376 60:0.029451927 61:−0.14868067 62:0.016841359 63:−0.03576494

64:−0.071018636 65:−0.025739608 66:0.019898374 67:−0.06432239 68:0.041407861 69:−0.05748732

70:−0.036829431 71:−0.0151224 72:0.041355006 73:−0.065142207 74:−0.020542866

75:0.056401286 76:0.020827135 77:0.015769269 78:−0.03525912 79:−0.089767262

80:0.030020168 81:−0.074020557 82:−0.0095585929 #

0.014129676532172022 1:−1.8826247 2:−4.7402377 3:−1.7637211 4:−1.0194999 5:0.88828844

6:2.1374843 7:1.8765314 8:1.5348316 9:0.11943176 10:−1.0289681 11:−0.99235135

12:−0.24765262 13:1.0784228 14:−0.40701064 15:0.79985648 16:0.65468949 17:0.33210367

18:−0.30800489 19:−0.037534084 20:0.53839535 21:0.72973132 22:−0.17190544 23:−0.21747899

24:1.0185667 25:−0.25241295 26:−0.64798838 27:−0.17193776 28:0.33239704 29:0.035444859

30:0.77708089 31:0.72030288 32:0.097988248 33:0.20734031 34:−0.37703136 35:−0.25711492

36:−0.25376144 37:−0.050847862 38:0.18948923 39:−0.15565959 40:−0.45626885 41:−0.062553637

42:0.073139101 43:−0.082572959 44:−0.072524861 45:−0.13704994 46:−0.22155121

47:0.085569993 48:−0.11201678 49:0.04195901 50:−0.003182133 51:−0.014744091

52:0.062740803 53:−0.063215151 54:0.061876982 55:−0.03162447 56:0.012593637

57:0.0012129262 58:−0.010007722 59:0.0078843376 60:0.029451927 61:−0.14868067

62:0.016841359 63:−0.03576494 64:−0.071018636 65:−0.025739608 66:0.019898374

67:−0.06432239 68:0.041407861 69:−0.05748732 70:−0.036829431 71:−0.0151224 72:0.041355006

73:−0.065142207 74:−0.020542866 75:0.056401286 76:0.020827135 77:0.015769269 78:−0.03525912

79:0.089767262 80:0.030020168 81:−0.074020557 82:−0.0095585929 #

0.014129676532172022 1:2.8063436 2:0.011756125 3:2.7406862 4:4.4265747 5:−1.4988638

6:0.53141081 7:−1.6555473 8:−0.71232891 9:1.4945315 10:−0.77361411 11:0.35191569

12:0.71640235 13:0.016210798 14:0.47991243 15:−0.23310818 16:0.8372876 17:0.69420588

18:0.026475132 19:−0.54502255 20:1.0788943 21:0.18227693 22:0.086983949 23:0.049643338

24:0.15736559 25:−0.2831963 26:−0.56604004 27:−0.26937523 28:−0.016329646 29:−0.10222481

30:0.034749009 31:0.15993041 32:−0.70282078 33:0.28262997 34:0.054679193 35:−0.089058317

36:−0.0026721177 37:−0.61190671 38:−0.36966628 39:0.096443944 40:0.53702098 41:0.13636902

42:0.049852822 43:0.10839016 44:0.12515429 45:−0.04724028 46:0.074525915 47:0.082357585

48:−0.11921032 49:0.11789022 50:0.087786198 51:0.064588681 52:−0.059400879

53:−0.027888373 54:0.14531724 55:0.014312153 56:−0.062468328 57:0.0012129262

58:−0.010007722 59:0.0078843376 60:0.029451927 61:−0.14868067 62:0.016841359

63:−0.03576494 64:−0.071018636 65:−0.025739608 66:0.019898374 67:−0.06432239

68:0.041407861 69:−0.05748732 70:−0.036829431 71:−0.0151224 72:0.041355006

73:−0.065142207 74:−0.020542866 75:0.056401286 76:0.020827135 77:0.015769269

78:−0.03525912 79:0.089767262 80:0.030020168 81:−0.074020557 82:−0.0095585929 #

0.014129676532172022 1:1.6513064 2:2.5032537 3:0.3320598 4:0.32509437 5:−1.1070019

6:1.6343502 7:0.1419135 8:−2.8804705 9:0.1753165 10:2.648814 11:−0.089585334

12:−0.025250038 13:0.70303231 14:−0.6992172 15:0.32966924 16:0.13890818 17:−0.32249165

18:−1.3020269 19:0.47496384 20:0.32455748 21:0.93887597 22:−0.42975622 23:0.53070855

24:−0.52730739 25:0.28299841 26:−0.82076824 27:0.30226374 28:−0.24031168 29:−0.10204262

30:−0.59490901 31:0.41693404 32:−0.18604806 33:−0.22006041 34:0.29563105 35:−0.34589127

36:−0.032988764 37:−0.085533254 38:0.30426741 39:0.016492482 40:0.0050029298 41:0.25253877

42:0.24945883 43:−0.09458641 44:−0.14441213 45:−0.061058108 46:0.0026660075

47:0.094373122 48:0.15027556 49:−0.12115324 50:−0.10414898 51:0.059379701 52:−0.011304339

53:−0.028787376 54:−0.11322098 55:−0.020172762 56:−0.056384802 57:0.0012129262

58:−0.010007722 59:0.0078843376 60:0.029451927 61:−0.14868067 62:0.016841359 63:−0.03576494

64:−0.071018636 65:−0.025739608 66:0.019898374 67:−0.06432239 68:0.041407861

69:−0.05748732 70:−0.036829431 71:−0.0151224 72:0.041355006 73:−0.065142207 74:−0.020542866

75:0.056401286 76:0.020827135 77:0.015769269 78:−0.03525912 79:0.089767262

80:0.030020168 81:−0.074020557 82:−0.0095585929 #

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6:0.79708117 7:2.4676306 8:0.265775 9:1.6604223 10:1.5925993 11:−0.52952594 12:0.90458876

13:−1.3420354 14:0.27521384 15:0.37950227 16:1.1187553 17:0.16742539 18:0.61226386

19:0.63651687 20:1.1462045 21:0.50042725 22:0.080851369 23:0.63272691 24:−0.63415235

25:−0.45015541 26:0.36010066 27:−0.016628845 28:−0.14768106 29:0.38010812 30:0.3380022

31:0.045922197 32:−0.24409039 33:0.12909323 34:−0.010709869 35:−0.33740169 36:−0.45418474

37:0.66546065 38:−0.11739187 39:−0.045930211 40:0.16767259 41:−0.088031016 42:−0.17465183

43:0.16101733 44:−0.095079459 45:0.14964834 46:0.23446599 47:−0.049975783 48:0.067850389

49:−0.056486741 50:−0.13023996 51:−0.042666022 52:−0.0045993952 53:0.089822039

54:0.032871149 55:0.01176313 56:0.057380941 57:0.0012129262 58:−0.010007722

59:0.0078843376 60:0.029451927 61:−0.14868067 62:0.016841359 63:−0.03576494

64:−0.071018636 65:−0.025739608 66:0.019898374 67:−0.06432239 68:0.041407861 69:−0.05748732

70:−0.036829431 71:−0.0151224 72:0.041355006 73:−0.065142207 74:−0.020542866

75:0.056401286 76:0.020827135 77:0.015769269 78:−0.03525912 79:0.089767262

80:0.030020168 81:−0.074020557 82:−0.0095585929 #

0.014129676532172022 1:1.4929143 2:0.46152285 3:0.47216102 4:3.9558408 5:−1.1253986

6:−2.1237767 7:−0.40018395 8:−1.0884254 9:1.8166182 10:1.9606417 11:−1.0647051 12:−0.29838344

13:2.526264 14:0.58221716 15:0.074836835 16:−1.5224754 17:0.27703628 18:0.38223961

19:0.13696153 20:−0.1647654 21:0.0081644701 22:0.78893894 23:1.0695724 24:−0.41440871

25:−0.057489116 26:−0.39767295 27:0.33251187 28:−0.095487505 29:−0.32689717 30:0.32801783

31:0.41519487 32:0.1317492 33:−0.079707749 34:−0.083239987 35:0.23446526 36:0.17079853

37:−0.011479509 38:−0.1906725 39:−0.21815495 40:−0.16963418 41:0.066968992 42:−0.28013784

43:−0.048697036 44:0.057550751 45:−0.071486525 46:0.1029341 47:−0.24083661 48:−0.15175056

49:0.11427744 50:0.063046701 51:0.048548061 52:0.13254188 53:0.025507867 54:−0.040160395

55:0.064384498 56:0.025981931 57:0.0012129262 58:−0.010007722 59:0.0078843376

60:0.029451927 61:−0.14868067 62:0.016841359 63:−0.03576494 64:−0.071018636

65:−0.025739608 66:0.019898374 67:−0.06432239 68:0.041407861 69:−0.05748732 70:−0.036829431

71:−0.0151224 72:0.041355006 73:−0.065142207 74:−0.020542866 75:0.056401286

76:0.020827135 77:0.015769269 78:−0.03525912 79:0.089767262 80:0.030020168

81:−0.074020557 82:−0.0095585929 #

0.014129676532172022 1:5.1715746 2:6.2560086 3:−0.63095975 4:0.17658593 5:−0.63095951

6:−0.67149538 7:2.3096206 8:0.37529075 9:0.96911699 10:−1.4502602 11:1.1469702 12:−0.28419325

13:0.85862017 14:0.51408398 15:−0.70921493 16:−0.75590521 17:0.47500339 18:−0.55762553

19:−0.16216692 20:0.15334633 21:−0.99697995 22:0.85025036 23:−0.091772884 24:0.25743744

25:0.79889548 26:0.28512514 27:0.36792576 28:−0.41102186 29:−0.46765786 30:0.38389289

31:0.42982021 32:0.22861513 33:0.39347962 34:0.45254853 35:−0.21063814 36:0.14366493

37:0.36628088 38:−0.1245158 39:0.023792306 40:−0.082779527 41:−0.028957387 42:0.26348174

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80:0.030020168 81:−0.074020557 82:−0.0095585929 #

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80:0.030020168 81:−0.074020557 82:−0.0095585929 #

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80:0.030020168 81:−0.074020557 82:−0.0095585929 #

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75:0.056401286 76:0.020827135 77:0.015769269 78:−0.03525912 79:0.089767262

80:0.030020168 81:−0.074020557 82:−0.0095585929 #

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6:−1.9084506 7:1.4090331 8:1.3098029 9:−0.073445693 10:0.91280049 11:−0.28974295

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80:0.030020168 81:−0.074020557 82:−0.0095585929 #

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80:0.030020168 81:−0.074020557 82:−0.0095585929 #

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78:−0.03525912 79:0.089767262 80:0.030020168 81:−0.074020557 82:−0.0095585929 #

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80:0.030020168 81:−0.074020557 82:−0.0095585929 #

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75:0.056401286 76:0.020827135 77:0.015769269 78:−0.03525912 79:0.089767262

80:0.030020168 81:−0.074020557 82:−0.0095585929 #

0.014129676532172022 1:−5.282063 2:−5.2253718 3:−1.6592358 4:3.7173386 5:1.5430499

6:1.4682902 7:0.43495443 8:−2.1969545 9:−0.33621359 10:0.96680242 11:0.50450617

12:−0.87444186 13:0.58921939 14:0.44602743 15:−0.14129899 16:−0.85770762 17:1.0834217

18:0.3474828 19:0.76027685 20:0.098456927 21:−0.039001197 22:−0.044088166 23:−0.85439754

24:−0.044291325 25:−0.26717257 26:0.39874998 27:−0.10484358 28:0.14233601 29:−0.88646519

30:−0.67754126 31:−0.11577591 32:0.2049365 33:−0.1397716 34:−0.30874228 35:−0.027378339

36:−0.094993576 37:0.14092611 38:−0.046402853 39:−0.27196869 40:0.11477086

41:−0.026609588 42:−0.28920403 43:−0.063654795 44:0.0042175548 45:0.20971207 46:−0.26637724

47:0.14536659 48:0.041953377 49:−0.057218485 50:−0.082538471 51:−0.056286912

52:0.017587349 53:0.011914864 54:0.12971668 55:−0.020537527 56:−0.071250014

57:0.0012129262 58:−0.010007722 59:0.0078843376 60:0.029451927 61:−0.14868067

62:0.016841359 63:−0.03576494 64:−0.071018636 65:−0.025739608 66:0.019898374

67:−0.06432239 68:0.041407861 69:−0.05748732 70:−0.036829431 71:−0.0151224 72:0.041355006

73:−0.065142207 74:−0.020542866 75:0.056401286 76:0.020827135 77:0.015769269 78:−0.03525912

79:0.089767262 80:0.030020168 81:−0.074020557 82:−0.0095585929 #

0.014129676532172022 1:2.4364457 2:−2.4952033 3:0.57494962 4:2.0859833 5:−0.11883686

6:1.6288694 7:−2.3889301 8:2.0599835 9:−0.67758435 10:0.95458645 11:−0.15813118

12:0.43315053 13:−1.697163 14:0.87463087 15:0.65608376 16:0.19616696 17:−1.4759452

18:−1.1763201 19:0.42796028 20:−0.79382294 21:0.20557302 22:0.22632639 23:0.12205228

24:0.23985142 25:0.30193824 26:−0.48972481 27:−0.36619008 28:−0.20349167 29:0.029681269

30:0.12196921 31:−0.53637582 32:0.71608567 33:0.11353444 34:0.13275488 35:−0.35313451

36:0.23008479 37:−0.0042580003 38:−0.13428803 39:−0.47737715 40:0.097381763

41:0.054409534 42:−0.0055299043 43:−0.040443998 44:−0.054542165 45:0.084923171

46:0.14314087 47:0.077368617 48:0.091301709 49:0.054922722 50:0.13933112 51:0.012715936

52:0.17065214 53:0.0039909282 54:0.096100546 55:0.032845948 56:−0.0094081471

57:0.0012129262 58:−0.010007722 59:0.0078843376 60:0.029451927 61:−0.14868067

62:0.016841359 63:−0.03576494 64:−0.071018636 65:−0.025739608 66:0.019898374

67:−0.06432239 68:0.041407861 69:−0.05748732 70:−0.036829431 71:−0.0151224 72:0.041355006

73:−0.065142207 74:−0.020542866 75:0.056401286 76:0.020827135 77:0.015769269 78:−0.03525912

79:0.089767262 80:0.030020168 81:−0.074020557 82:−0.0095585929 #

0.014129676532172022 1:2.4364948 2:0.83957785 3:0.86351651 4:5.1018496 5:−1.6327702

6:−0.31986213 7:−2.3673089 8:0.93218809 9:−0.87255412 10:0.040801834 11:0.94762993

12:−0.41336954 13:0.81564486 14:0.0982242 15:0.44914883 16:−0.17941685 17:0.65484828

18:0.80967671 19:0.58174157 20:−0.17481853 21:1.0364466 22:0.19076701 23:−0.90700734

24:0.061875243 25:0.47255123 26:0.060815111 27:−0.16194625 28:−1.0476344 29:0.48059022

30:−0.20063174 31:−0.14960603 32:−0.086357921 33:0.31174216 34:0.27688587 35:0.12793587

36:0.016264064 37:0.26090971 38:0.52480477 39:2.3840179e−005 40:0.044315793

41:−0.40265658 42:−0.070961982 43:0.01243855 44:0.077756085 45:−0.30987245 46:−0.0076297782

47:−0.058119465 48:−0.088347614 49:−0.072945476 50:−0.013072691 51:0.07988438

52:−0.048195962 53:−0.042191297 54:0.042053051 55:0.0049300063 56:0.016293736

57:0.0012129262 58:−0.010007722 59:0.0078843376 60:0.029451927 61:−0.14868067

62:0.016841359 63:−0.03576494 64:−0.071018636 65:−0.025739608 66:0.019898374

67:−0.06432239 68:0.041407861 69:−0.05748732 70:−0.036829431 71:−0.0151224 72:0.041355006

73:−0.065142207 74:−0.020542866 75:0.056401286 76:0.020827135 77:0.015769269 78:−0.03525912

79:0.089767262 80:0.030020168 81:−0.074020557 82:−0.0095585929 #

−0.014129676532172022 1:−1.1086093 2:−0.24525243 3:−0.012263828 4:4.4603519 5:−1.3567572

6:0.55176359 7:1.4479891 8:1.4906476 9:−1.1852733 10:1.3972335 11:−1.3007834 12:−0.79054368

13:−1.759953 14:0.22520538 15:−0.50055957 16:−0.78732228 17:−0.32063743 18:−1.0868118

19:−0.5358454 20:−1.1556014 21:0.46605784 22:−0.61499947 23:0.14458433 24:−0.54821521

25:0.034202885 26:0.26226014 27:0.23044385 28:0.30017558 29:−0.37415487 30:0.56640071

31:0.15296586 32:−0.73695165 33:−0.2482585 34:0.010389246 35:0.18810391 36:0.20500675

37:−0.14611165 38:0.13306889 39:0.079104073 40:−0.016697284 41:−0.36889744 42:−0.16244601

43:−0.034388766 44:−0.0014241217 45:0.068406373 46:0.094277658 47:0.071897976

48:0.018016206 49:0.1492022 50:−0.069316797 51:−0.042334866 52:−0.13608441 53:−0.12525721

54:0.032958243 55:−0.062400296 56:0.018584643 57:0.0012129262 58:−0.010007722

59:0.0078843376 60:0.029451927 61:−0.14868067 62:0.016841359 63:−0.03576494

64:−0.071018636 65:−0.025739608 66:0.019898374 67:−0.06432239 68:0.041407861

69:−0.05748732 70:−0.036829431 71:−0.0151224 72:0.041355006 73:−0.065142207

74:−0.020542866 75:0.056401286 76:0.020827135 77:0.015769269 78:−0.03525912

79:0.089767262 80:0.030020168 81:−0.074020557 82:−0.0095585929 #

−0.007820634044951022 1:1.0641018 2:−1.4297172 3:4.8951802 4:−0.137775 5:0.56927812

6:−1.7847967 7:−1.9565332 8:−0.17318074 9:0.51622891 10:−0.90676576 11:1.1478916

12:−0.57857686 13:−0.92158562 14:0.36124113 15:0.61635685 16:0.8736679 17:−0.3136245

18:−0.17211984 19:0.20826191 20:−0.52801782 21:−0.71033978 22:−0.12994139 23:−0.27661556

24:−0.52243572 25:0.61371219 26:−0.52216852 27:−0.55109787 28:0.02589271 29:−0.36881804

30:0.18825398 31:−0.094376177 32:−0.05725259 33:−0.44439518 34:0.31346551 35:0.040207669

36:−0.58096075 37:0.057326291 38:−0.21623228 39:0.067602977 40:−0.057501908 41:0.09286765

42:−0.081763573 43:−0.059099127 44:−0.11942741 45:−0.22494462 46:−0.26313019

47:−0.078880414 48:−0.10077233 49:0.19876048 50:−0.25514632 51:−0.088120617 52:−0.031340431

53:0.078340799 54:−0.049516156 55:0.030113976 56:0.019137761 57:0.0012129262

58:−0.010007722 59:0.0078843376 60:0.029451927 61:−0.14868067 62:0.016841359 63:−0.03576494

64:−0.071018636 65:−0.025739608 66:0.019898374 67:−0.06432239 68:0.041407861

69:−0.05748732 70:−0.036829431 71:−0.0151224 72:0.041355006 73:−0.065142207 74:−0.020542866

75:0.056401286 76:0.020827135 77:0.015769269 78:−0.03525912 79:0.089767262

80:0.030020168 81:−0.074020557 82:−0.0095585929 #

−0.014129676532172022 1:0.38880625 2:−1.5202221 3:1.8515191 4:−0.057053305 5:−0.36625457

6:1.673123 7:−1.2837189 8:−1.2870549 9:0.50352156 10:−1.2465639 11:1.1318673 12:0.051396698

13:0.66061544 14:0.50571138 15:−1.2800717 16:0.29014322 17:0.69463599 18:0.027451562

19:−0.12588866 20:−0.53889167 21:0.012748598 22:−0.19130741 23:0.53985041 24:−0.1611672

25:0.14636391 26:0.03224428 27:0.2165996 28:0.30223122 29:0.33679906 30:0.14412227

31:−0.013372811 32:0.43927842 33:−0.10265231 34:−0.1041251 35:−0.3130199 36:−0.18684889

37:−0.1900457 38:0.24285334 39:−0.066695973 40:0.17855525 41:−0.16985112 42:−0.013048503

43:−0.063885801 44:0.088452458 45:0.18575054 46:0.040893011 47:−0.043057173 48:−0.055444524

49:−0.030102972 50:−0.050405726 51:−0.031667873 52:−0.023971891 53:−0.08683119

54:−0.042502359 55:0.028166918 56:0.028085964 57:0.0012129262 58:−0.010007722

59:0.0078843376 60:0.029451927 61:−0.14868067 62:0.016841359 63:−0.03576494

64:−0.071018636 65:−0.025739608 66:0.019898374 67:−0.06432239 68:0.041407861 69:−0.05748732

70:−0.036829431 71:−0.0151224 72:0.041355006 73:−0.065142207 74:−0.020542866

75:0.056401286 76:0.020827135 77:0.015769269 78:−0.03525912 79:0.089767262

80:0.030020168 81:−0.074020557 82:−0.0095585929 #

0.014129676532172022 1:9.1376534 2:2.54915 3:−1.474272 4:−3.2015469 5:0.42019662

6:3.2201624 7:0.59989285 8:−2.7158744 9:−3.5350218 10:0.74424917 11:1.6188122 12:−1.8388782

13:−1.7614143 14:1.5132744 15:1.8010006 16:−0.51104623 17:−0.27670467 18:1.2498407

19:0.29338449 20:0.33543548 21:−0.054673675 22:0.35196343 23:0.3611652 24:0.11363474

25:0.55755246 26:0.28965598 27:0.085346349 28:0.14621016 29:0.11303017 30:−0.036370452

31:0.21605951 32:−0.46999449 33:0.11828584 34:−0.22733067 35:0.025899749 36:0.010238539

37:−0.22034112 38:−0.027019881 39:−0.13248673 40:−0.098608032 41:−0.00081450719

42:0.139504 43:0.13038938 44:0.076654181 45:0.098132893 46:−0.028332448 47:−0.044595689

48:−0.092575513 49:0.05960054 50:0.037807971 51:−0.014507919 52:0.038878012

53:−0.034509894 54:−0.032353539 55:0.051676732 56:0.023085095 57:0.0012129262

58:−0.010007722 59:0.0078843376 60:0.029451927 61:−0.14868067 62:0.016841359 63:−0.03576494

64:−0.071018636 65:−0.025739608 66:0.019898374 67:−0.06432239 68:0.041407861

69:−0.05748732 70:−0.036829431 71:−0.0151224 72:0.041355006 73:−0.065142207 74:−0.020542866

75:0.056401286 76:0.020827135 77:0.015769269 78:−0.03525912 79:0.089767262

80:0.030020168 81:−0.074020557 82:−0.0095585929 #

0.014129676532172022 1:5.9279609 2:−4.8870487 3:−2.3137126 4:−1.7642508 5:−1.7306607

6:−3.1328332 7:−1.6333387 8:−1.1901853 9:1.2670099 10:2.7033648 11:0.80952233 12:0.31965619

13:−0.15020287 14:0.3354522 15:0.081965514 16:1.41405 17:0.032736059 18:−0.14532112

19:0.15633012 20:−0.20536461 21:−0.88627076 22:0.84299314 23:−0.593009 24:0.38754123

25:−0.40949273 26:−0.10202188 27:−0.052269038 28:0.23512483 29:0.14161985 30:−0.20515643

31:0.19169326 32:−0.26048449 33:0.035312776 34:−0.1700933 35:−0.26253361 36:0.24203417

37:0.03904609 38:−0.13614458 39:0.017573882 40:−0.12001912 41:−0.3054083 42:0.15119965

43:−0.30649367 44:0.2569271 45:−0.012436618 46:−0.0053096917 47:−0.21330121 48:0.22020388

49:0.0047446396 50:−0.021045126 51:−0.055777438 52:−0.027595868 53:−0.085848168

54:0.014862306 55:−0.094873302 56:0.020950042 57:0.0012129262 58:−0.010007722

59:0.0078843376 60:0.029451927 61:−0.14868067 62:0.016841359 63:−0.03576494

64:−0.071018636 65:−0.025739608 66:0.019898374 67:−0.06432239 68:0.041407861 69:−0.05748732

70:−0.036829431 71:−0.0151224 72:0.041355006 73:−0.065142207 74:−0.020542866

75:0.056401286 76:0.020827135 77:0.015769269 78:−0.03525912 79:0.089767262

80:0.030020168 81:−0.074020557 82:−0.0095585929 #

−0.014129676532172022 1:0.38880625 2:−1.5202221 3:1.8515191 4:−0.057053305 5:−0.36625457

6:1.673123 7:−1.2837189 8:−1.2870549 9:0.50352156 10:−1.2465639 11:1.1318673 12:0.051396698

13:0.66061544 14:0.50571138 15:−1.2800717 16:0.29014322 17:0.69463599 18:0.027451562

19:−0.12588866 20:−0.53889167 21:0.012748598 22:−0.19130741 23:0.53985041 24:−0.1611672

25:0.14636391 26:0.03224428 27:0.2165996 28:0.30223122 29:0.33679906 30:0.14412227

31:−0.013372811 32:0.43927842 33:−0.10265231 34:−0.1041251 35:−0.3130199 36:−0.18684889

37:−0.1900457 38:0.24285334 39:−0.066695973 40:0.17855525 41:−0.16985112 42:−0.013048503

43:−0.063885801 44:0.088452458 45:0.18575054 46:0.040893011 47:−0.043057173 48:−0.055444524

49:−0.030102972 50:−0.050405726 51:−0.031667873 52:−0.023971891 53:−0.08683119

54:−0.042502359 55:0.028166918 56:0.028085964 57:0.0012129262 58:−0.010007722

59:0.0078843376 60:0.029451927 61:−0.14868067 62:0.016841359 63:−0.03576494

64:−0.071018636 65:−0.025739608 66:0.019898374 67:−0.06432239 68:0.041407861 69:−0.05748732

70:−0.036829431 71:−0.0151224 72:0.041355006 73:−0.065142207 74:−0.020542866

75:0.056401286 76:0.020827135 77:0.015769269 78:−0.03525912 79:0.089767262

80:0.030020168 81:−0.074020557 82:−0.0095585929 #

−0.0027119850464008073 1:−0.1235674 2:9.1242638 3:−3.2694976 4:−1.9610975 5:−1.0927585

6:1.739417 7:3.5246229 8:−1.5048804 9:0.71317029 10:−1.8953476 11:0.15650336

12:−0.047453586 13:−0.77944964 14:−1.0163347 15:−0.49707088 16:1.2771677 17:−0.098247908

18:0.86071211 19:0.62828761 20:−1.2553892 21:−0.27884349 22:−0.2579141 23:−0.32627985

24:−0.38073459 25:−0.66062993 26:−0.99281323 27:−0.072515115 28:−0.3559759 29:−0.1339059

30:−0.38346794 31:−0.138189 32:−0.087566212 33:0.32585442 34:−0.018183192 35:−0.03254519

36:0.37185615 37:−0.14023654 38:0.00083181128 39:−0.024392337 40:−0.21453759

41:0.0087169167 42:−0.27040747 43:−0.030262673 44:−0.067775473 45:0.029083207

46:0.18102282 47:−0.10595187 48:−0.10025868 49:0.0093888957 50:−0.080102541

51:−0.027170023 52:0.047395799 53:−0.025068192 54:0.051999666 55:0.0053025428

56:−0.0024844036 57:0.0012129262 58:−0.010007722 59:0.0078843376 60:0.029451927

61:−0.14868067 62:0.016841359 63:−0.03576494 64:−0.071018636 65:−0.025739608 66:0.019898374

67:−0.06432239 68:0.041407861 69:−0.05748732 70:−0.036829431 71:−0.0151224 72:0.041355006

73:−0.065142207 74:−0.020542866 75:0.056401286 76:0.020827135 77:0.015769269

78:−0.03525912 79:0.089767262 80:0.030020168 81:−0.074020557 82:−0.0095585929 #

APPENDIX C13

SVM Model Weights

(77; Normal/Diseased)

SVM-light Version V6.01

0 # kernel type

3 # kernel parameter -d

1 # kernel parameter -g

1 # kernel parameter -s

1 # kernel parameter -r

empty# kernel parameter -u

77 # highest feature index

138 # number of training documents

70 # number of support vectors plus 1

0.84091056 # threshold b, each following line is a SV (starting with alpha*y)

−0.0080722787272721822 1:4.4964366 2:−1.9232402 3:0.79626346 4:−1.9897418 5:0.80510318

6:2.1251585 7:−1.5002989 8:0.27981764 9:0.13564111 10:−0.74375212 11:−2.1897702

12:0.64559364 13:0.18348907 14:−0.80920774 15:0.52811146 16:0.68309391 17:−0.48481965

18:0.48805124 19:−0.56828117 20:−0.21268305 21:0.26711833 22:0.24619445 23:0.76305592

24:−0.037935089 25:−0.0027787928 26:0.16949297 27:−0.33707494 28:0.18837656 29:0.19275174

30:0.290317 31:0.087804936 32:−0.13446166 33:0.10305968 34:−0.09852086 35:−0.064386643

36:−0.046250403 37:0.1535148 38:−0.18191323 39:0.15117276 40:−0.073515728 41:−0.045017619

42:−0.11366132 43:−0.11412581 44:−0.21053967 45:0.095722117 46:0.023894051 47:0.11108802

48:0.1572502 49:0.027251426 50:−0.12324705 51:0.072330914 52:0.12066535 53:−0.020608915

54:0.041558318 55:0.13878544 56:0.07036978 57:−0.13811713 58:0.040571205 59:−0.026220437

60:0.040255491 61:−0.043604821 62:0.14185396 63:0.032436881 64:−0.030241679

65:0.0048340759 66:0.023171702 67:−0.034863781 68:−0.048638832 69:−0.069616713

70:0.051264167 71:0.0057058115 72:−0.023346355 73:−0.078577273 74:−0.018861227

75:0.0075417799 76:−0.01085316 77:0.19096926 #

0.014353309248426729 1:1.0541974 2:2.3965838 3:2.0010946 4:0.75458729 5:0.77514344

6:1.4750326 7:1.0153245 8:0.28703469 9:1.4778411 10:−0.11666621 11:0.41137302

12:0.085668772 13:−0.50968975 14:−1.9783171 15:0.83110416 16:0.12056253 17:0.09914846

18:−1.0437711 19:0.71249098 20:−0.082739554 21:0.04920321 22:−0.65606099 23:0.49226239

24:0.043491449 25:0.14755701 26:−0.29607397 27:−0.023315037 28:0.75468624 29:−0.32364133

30:0.12194663 31:0.23194517 32:−0.1660957 33:0.011016251 34:0.20845319 35:0.016992919

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76:0.023724973 77:0.19096926 #

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76:0.017574856 77:0.19096926 #

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74:−0.060135942 75:0.0003863929 76:0.030526938 77:0.19096926 #

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76:−0.023579404 77:0.19096926 #

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76:−0.010598514 77:0.19096926 #

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76:−0.015207112 77:0.19096926 #

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77:0.19096926 #

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77:0.19096926 #

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72:−0.037305456 73:−0.050279081 74:0.043906949 75:−0.023611976 76:−0.022180807 77:0.19096926

#

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74:0.0022477636 75:0.005615552 76:0.025542015 77:0.19096926 #

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76:−0.0048428415 77:0.19096926 #

−0.014353309248426729 1:1.8845117 2:1.4235612 3:2.6579957 4:2.302196 5:−4.9185662

6:0.93702608 7:0.076878563 8:1.5084431 9:0.70339113 10:0.63013738 11:−0.24567349

12:0.1548862 13:0.23722629 14:−0.077427976 15:0.4197194 16:−0.66850233 17:−0.58223236

18:0.36675385 19:0.6199953 20:−0.24822915 21:0.28823802 22:0.1234897 23:−0.25462291

24:0.4546088 25:−0.37986326 26:−0.037897374 27:0.428518 28:−0.21972159 29:−0.52197134

30:−0.16623034 31:0.079080962 32:−0.18901961 33:0.10124938 34:0.045618232 35:0.15830931

36:−0.14288348 37:0.022093689 38:0.44562227 39:−0.11351277 40:0.075232975 41:−0.04051353

42:−0.09169592 43:0.04294543 44:−0.12951878 45:0.22500512 46:−0.12376408 47:−0.0047245692

48:0.177128 49:−0.080799922 50:0.12448369 51:−0.18917572 52:0.044513956 53:−0.10171537

54:−0.26064205 55:−0.09645211 56:−0.26438028 57:0.15707047 58:−0.097599693 59:0.066265114

60:−0.089334674 61:0.088196963 62:0.082027532 63:−0.018383436 64:0.087617084

65:−0.020650566 66:0.086799435 67:−0.0081074713 68:−0.007734458 69:0.013810502

70:0.0092310356 71:−0.0045974674 72:0.00883382 73:−0.080492005 74:0.0061278581

75:−0.00098019978 76:−0.014886374 77:0.19096926 #

−0.014353309248426729 1:−1.2919966 2:2.7169838 3:−0.77120078 4:−0.66583997 5:3.1153352

6:1.7179966 7:−0.86386865 8:−1.5422454 9:1.9817361 10:−0.15787558 11:−0.15769723

12:1.5309719 13:−2.1216869 14:−0.6070832 15:0.37934649 16:−0.2563858 17:−0.36394313

18:0.36558348 19:−0.075308233 20:0.24932837 21:−0.23962937 22:−0.75924057 23:0.48914057

24:−0.34236795 25:−0.020607596 26:−0.36175486 27:0.26637235 28:0.22738285 29:0.17209676

30:0.77106673 31:0.30831203 32:−0.12948543 33:0.4417173 34:0.10498308 35:−0.13943487

36:0.3818118 37:−0.2477821 38:0.28109893 39:0.6529476 40:−0.143105 41:0.11457469

42:0.21372136 43:0.19516136 44:−0.0053481082 45:−0.022631884 46:−0.028156653

47:−0.090385295 48:0.020062944 49:−0.12891635 50:0.092483282 51:−0.19211714 52:−0.014977222

53:−0.082764894 54:0.057773668 55:0.22149867 56:−0.070850477 57:0.0013878845

58:−0.023742817 59:−0.11230375 60:0.0097405193 61:−0.057172786 62:−0.0029098878

63:0.061118167 64:−0.027507761 65:−0.067873023 66:−0.07663054 67:−0.042784791

68:0.039686289 69:0.026780808 70:−0.030227304 71:0.0088007934 72:−0.035958048

73:0.03026359 74:−0.02229994 75:−0.0041533755 76:−0.012880161 77:0.19096926 #

−0.0063420954998275256 1:4.4839692 2:−1.933655 3:1.1295911 4:1.4495777 5:2.8864784

6:1.2935989 7:1.5865479 8:1.5299776 9:−0.70109135 10:−0.62551588 11:−1.2234299

12:−0.63515997 13:0.093730517 14:0.51283437 15:−0.61223984 16:0.17688283 17:−0.068988584

18:0.85729182 19:0.67246163 20:−0.9128961 21:0.10238393 22:0.16262417 23:−0.64654738

24:−0.33566698 25:−0.80597997 26:0.046587884 27:−0.68548918 28:−0.041130461 29:−0.039104927

30:0.554407 31:0.042255864 32:−0.053207375 33:0.025002979 34:0.081931762 35:0.32363972

36:0.27287799 37:−0.028950164 38:0.2770716 39:0.24107274 40:0.088308841 41:−0.084622517

42:−0.11231405 43:−0.026139956 44:−0.05976316 45:−0.29168698 46:−0.017887231

47:−0.36514169 48:−0.0082140518 49:−0.1327616 50:0.16306664 51:0.032149222 52:−0.091845021

53:−0.011160312 54:0.15388553 55:0.088901915 56:−0.0056396397 57:−0.14397588

58:0.018055394 59:−0.01560638 60:−0.0073435376 61:0.21125388 62:0.029312413

63:−0.027647167 64:−0.035182219 65:−0.075396672 66:0.021237938 67:0.02172924 68:0.050924309

69:0.051063191 70:−0.022577545 71:0.021975197 72:0.0033299832 73:0.019809062

74:0.031688891 75:0.024536483 76:−0.0059031551 77:0.19096926 #

−0.014353309248426729 1:−1.881453 2:4.9784918 3:−1.1905483 4:−0.41080135 5:3.0293372

6:−0.47009152 7:0.61650336 8:−0.81715041 9:1.8814139 10:0.23291425 11:0.60829055

12:−0.73279208 13:1.9074999 14:−0.60800958 15:−0.63946831 16:−0.19067039 17:−0.17029928

18:−0.78147513 19:0.043982692 20:−0.42763561 21:−0.14317738 22:0.34371379 23:−0.2587519

24:−0.069870733 25:−0.25558653 26:0.027285958 27:−0.33204433 28:−0.19557889 29:−0.15517071

30:0.36253241 31:−0.20356955 32:0.17678441 33:0.096355848 34:0.17948054 35:−0.11400372

36:−0.14646167 37:0.098548152 38:−0.33849609 39:0.26957989 40:0.071458109 41:0.25034261

42:0.31505913 43:−0.03650406 44:0.042990174 45:0.38976523 46:0.26280281 47:−0.15457815

48:0.22927296 49:0.0081744445 50:0.057624612 51:0.02428381 52:−0.15099542 53:0.14522097

54:−0.19375867 55:0.020309703 56:−0.071978018 57:0.0018869517 58:0.13639456

59:−0.072807901 60:0.049186822 61:0.0086803883 62:0.025715018 63:−0.036092147 64:0.07512112

65:−0.01522551 66:0.14732513 67:−0.10219277 68:0.051068358 69:0.11970014 70:−0.10039245

71:0.0093176626 72:−0.017781842 73:0.0021679816 74:−0.032490034 75:0.0056225099

76:−0.013356958 77:0.19096926 #

−0.003922793117878012 1:−7.3553796 2:−0.54099905 3:1.6266738 4:1.6591816 5:0.94760334

6:1.3581005 7:0.50002092 8:−0.9871431 9:−0.2893177 10:−1.7645237 11:−0.98026687

12:0.55174059 13:−1.0608153 14:1.5944568 15:0.43099496 16:0.1709785 17:0.13575226

18:0.14611977 19:−0.37696576 20:−0.39691252 21:0.53413999 22:0.19626211 23:0.28411552

24:−0.15100865 25:−0.52044135 26:−0.370794 27:0.46423438 28:−0.12109499 29:−0.10487907

30:−0.072151653 31:0.091203772 32:0.65151244 33:−0.30114272 34:−0.23560874 35:0.061270207

36:0.27106494 37:−0.095334582 38:−0.039770931 39:−0.32339928 40:0.19195817 41:0.071601868

42:0.056757957 43:0.4458411 44:0.0027926425 45:0.17143616 46:0.041628577 47:−0.063391715

48:−0.058588814 49:0.088949583 50:0.080522247 51:0.086201802 52:0.012541187

53:0.12577793 54:−0.011393614 55:−0.13095403 56:−0.034724887 57:−0.050221168

58:−0.082788557 59:−0.058772184 60:−0.051262639 61:−0.010216376 62:0.064576492

63:−0.031102885 64:−0.11214566 65:0.0024115797 66:−0.060669962 67:−0.076325484

68:0.025766443 69:−0.092353605 70:−0.023698386 71:0.065890878 72:0.083153978

73:−0.052081227 74:−0.035080932 75:−0.024408061 76:−0.00035654989 77:0.19096926 #

−0.0010011637506343123 1:−4.9384565 2:−0.76484162 3:−0.069563486 4:−0.62838149

5:1.1633202 6:−2.6455259 7:1.3576648 8:−0.77359349 9:−0.090579651 10:−1.2795808

11:−1.8614473 12:0.4444347 13:−0.18661463 14:0.66116089 15:0.0075775385 16:0.04558349

17:0.8491109 18:0.18629982 19:0.26734376 20:0.58067429 21:−0.74520946 22:0.33410308

23:0.43664697 24:−0.26300433 25:0.31377012 26:0.48682761 27:0.73869753 28:0.10963978

29:−0.016050184 30:−0.040780846 31:0.1344104 32:−0.3974846 33:0.093816325 34:−0.0021213908

35:0.061785888 36:−0.12574083 37:−0.18855666 38:−0.23322903 39:−0.4032129 40:0.08239767

41:−0.094555147 42:−0.076770797 43:0.013453666 44:−0.17288475 45:0.033710249

46:0.018201178 47:−0.014319062 48:−0.020584477 49:−0.095838733 50:−0.21356799

51:0.034327004 52:0.066154622 53:−0.11227368 54:0.19120167 55:0.18031305 56:−0.067326158

57:−0.035157543 58:0.031403728 59:0.031293955 60:−0.13699488 61:0.057333644 62:0.10242721

63:0.16524465 64:0.0065345503 65:0.045032009 66:0.049806785 67:−0.088267811

68:0.11953975 69:0.02820095 70:0.021735335 71:−0.06577602 72:0.047155134 73:−0.041190378

74:0.030613571 75:0.012481729 76:0.0192082 77:0.19096926 #

APPENDIX C14

SVM Model Weights

(77; Benign/Malignant)

SVM-light Version V6.01

0 # kernel type

3 # kernel parameter -d

1 # kernel parameter -g

1 # kernel parameter -s

1 # kernel parameter -r

empty# kernel parameter -u

77 # highest feature index

99 # number of training documents

68 # number of support vectors plus 1

0.36970887 # threshold b, each following line is a SV (starting with alpha*y)

−0.0047670039839831906 1:−1.6563329 2:−0.90792972 3:−0.37833497 4:−0.45280576

5:−0.16524178 6:2.9555321 7:−0.53842413 8:0.049447022 9:−0.84816146 10:0.71901792

11:−0.43790579 12:1.5116452 13:0.0036680971 14:−0.05087918 15:−0.9251247 16:−1.077577

17:0.27072039 18:−0.43112814 19:−0.59338516 20:0.34799501 21:−0.19836682 22:−0.077212512

23:0.71580291 24:0.065768823 25:0.0037815007 26:0.18621582 27:0.19125608

28:−0.0094244927 29:0.38229746 30:−0.074086182 31:0.1804693 32:0.47207373 33:−0.12141074

34:−0.15474916 35:0.10368505 36:−0.53067732 37:−0.13583614 38:0.003764563 39:0.07594268

40:−0.18249719 41:−0.11871375 42:−0.04505771 43:−0.16373485 44:−0.13975798 45:−0.074616067

46:0.013647559 47:−0.17342639 48:−0.0044888281 49:0.16663559 50:−0.032624207

51:−0.098048463 52:0.19391116 53:−0.16127816 54:0.025578693 55:0.029530497 56:0.0017475057

57:−0.080620982 58:−0.024671258 59:−0.12814216 60:−0.022246754 61:−0.10052213

62:0.0079960413 63:−0.049692061 64:−0.056385107 65:0.053242926 66:0.019412849

67:−0.0077222674 68:0.01097662 69:−0.031006116 70:−0.0086338893 71:−0.044817686

72:0.022493135 73:0.020267243 74:−0.028045543 75:−0.016310401 76:−0.0047811051

77:−0.1903552 #

−0.014366641566473147 1:−1.740266 2:1.7701211 3:0.75712073 4:−1.3327184 5:−2.1988668

6:0.31657082 7:0.30018181 8:−0.53436369 9:0.63195992 10:0.01381045 11:−0.27814031

12:0.69668186 13:0.27812037 14:−0.28406402 15:−0.28408644 16:0.31294641 17:0.59632713

18:−0.53039461 19:−0.48443183 20:−0.21528342 21:−0.057703391 22:0.26167902 23:−0.22273448

24:−0.057514388 25:0.22962983 26:−0.80169278 27:−0.37695998 28:0.24314758 29:−0.044114754

30:−0.12885384 31:−0.15732408 32:−0.36818165 33:−0.15900737 34:−0.036611117 35:−0.0049514878

36:−0.037186757 37:−0.015612408 38:−0.13223131 39:−0.010841679 40:−0.007778571

41:0.2574296 42:0.06828472 43:−0.076661251 44:−0.029198203 45:−0.041767091 46:0.19603127

47:−0.092642121 48:−0.015036577 49:−0.083312638 50:0.0015720427 51:0.056218129

52:0.24843177 53:−0.1170302 54:−0.063429236 55:0.037836757 56:0.0042755185

57:−0.029166264 58:−0.14437488 59:0.17036563 60:0.01760035 61:0.056030154 62:0.0017342395

63:−0.08895649 64:−0.058739871 65:−0.077908963 66:0.01418563 67:0.008022422

68:−0.047361556 69:0.033875536 70:0.050317977 71:−0.032308135 72:−0.028249644

73:0.0028905426 74:0.015985508 75:0.011454048 76:−0.017256115 77:−0.1903552 #

−0.014366641566473147 1:0.036439683 2:2.2658525 3:0.73857945 4:0.38687027 5:−1.7616599

6:−0.57902735 7:0.46820387 8:1.8856909 9:0.30010214 10:−0.47674653 11:−0.1517078

12:0.97765487 13:−0.73615444 14:−0.7107752 15:0.024345774 16:−0.069364123 17:−0.41455051

18:0.0079819048 19:−0.3950192 20:−0.82191217 21:0.18839969 22:−0.37523684 23:0.0013825041

24:−0.1781043 25:0.20413665 26:−0.077287562 27:0.12997273 28:0.55342335 29:0.50195873

30:−0.21374071 31:−0.18767828 32:0.16712669 33:−0.37386873 34:−0.20173211 35:−0.12790792

36:0.058619998 37:−0.22323719 38:−0.051452994 39:0.062528022 40:−0.1407471

41:0.0014115029 42:−0.10589418 43:−0.14039214 44:−0.17996028 45:0.15281458 46:0.11357176

47:−0.0091396999 48:0.010193266 49:−0.031747587 50:−0.22025725 51:−0.094614752

52:0.19704044 53:0.057131689 54:−0.079771794 55:−0.014422041 56:−0.028879851

57:0.067725852 58:−0.035659231 59:0.014082163 60:−0.05882173 61:0.034163363

62:−0.055773836 63:0.030350424 64:0.047407053 65:−0.03811083 66:0.0631532 67:−0.030351395

68:0.042218506 69:0.029870642 70:−0.024999747 71:0.041277084 72:0.0016736694

73:0.044923738 74:−0.029579919 75:−0.0047790366 76:0.035559103 77:−0.1903552 #

−0.014366641566473147 1:−0.98347896 2:1.2344706 3:−2.4781878 4:0.16657798 5:−2.129698

6:−2.2319753 7:0.55410063 8:−0.082560048 9:0.54423958 10:−0.47168082 11:−1.0636626

12:1.1748661 13:−0.56587589 14:0.42294616 15:−0.45502305 16:0.17786846 17:0.42689112

18:−0.37414092 19:−0.33980843 20:0.35829788 21:−0.6875391 22:−0.011590741 23:−0.21064524

24:−0.20099843 25:0.3458541 26:−0.29397207 27:−0.28811103 28:0.4587729 29:0.63381308

30:0.12795596 31:−0.25839421 32:0.043103501 33:0.2085261 34:−0.18622315 35:−0.21511634

36:−0.055485003 37:−0.18207328 38:0.17217164 39:0.091379173 40:0.046381034 41:0.22564502

42:−0.084753767 43:0.13774417 44:0.30820319 45:−0.19548804 46:0.079910964 47:−0.10296195

48:−0.038655866 49:−0.13427037 50:0.1875878 51:−0.16912539 52:−0.14845389 53:0.016987817

54:0.11804666 55:0.031396478 56:−0.022416109 57:0.047793683 58:−0.071392708 59:−0.0653954

60:0.01170331 61:−0.0020478745 62:−0.12251184 63:0.11395038 64:−0.099236965

65:0.0092254281 66:0.036124621 67:0.016300166 68:0.00010936009 69:−0.038672566

70:−0.0085039753 71:−0.0021237442 72:0.00061733427 73:−0.027944284 74:−0.0017543636

75:−0.0063691256 76:0.0038067314 77:−0.1903552 #

−0.0049190335610201745 1:−0.60882109 2:−2.8584712 3:0.57496732 4:−0.75130928 5:−9.5190458

6:0.27075091 7:0.57434607 8:−1.5538838 9:−0.20724995 10:−1.556451 11:−1.2640554

12:0.044540305 13:0.11245795 14:0.303188 15:1.3598011 16:−1.0399643 17:0.48026758

18:−0.70264804 19:0.59989923 20:0.52637458 21:0.58473629 22:−0.37666848 23:0.63706511

24:0.42897493 25:−0.36016449 26:−0.35452563 27:0.36947218 28:0.12619777 29:−0.19706982

30:0.27143911 31:−0.18326542 32:0.43465507 33:0.2273991 34:0.14241935 35:−0.60275239

36:0.23448399 37:0.2072964 38:0.072006881 39:−0.19795091 40:0.027838431 41:0.090146542

42:0.2195451 43:0.12294669 44:−0.084661804 45:−0.086269923 46:−0.062847942 47:0.084243342

48:0.10349163 49:0.031484053 50:−0.021646999 51:−0.03966447 52:−0.13390701 53:−0.22305492

54:−0.0012467239 55:0.059622936 56:−0.078484729 57:−0.067025773 58:−0.0025615105

59:0.054985862 60:−0.020052645 61:0.054060727 62:0.16339394 63:0.027179757

64:−0.033274587 65:−0.025827769 66:0.0054477784 67:−0.052448481 68:0.023569744

69:−0.0051931813 70:0.0090232827 71:0.014594394 72:−0.011770564 73:−0.0084232539

74:−0.014338799 75:−0.0038581877 76:0.0095458394 77:−0.1903552 #

0.014366641566473147 1:0.78437287 2:−4.4449344 3:0.6254968 4:−2.0615332 5:−1.9852951

6:−4.8382282 7:1.0929725 8:1.0148236 9:1.3835551 10:0.70291072 11:−1.216483 12:0.078542039

13:0.078252055 14:−0.36488366 15:0.23275189 16:0.57569152 17:0.44548485 18:−0.5930829

19:−0.94976312 20:−0.050314881 21:−0.030713934 22:−0.2388991 23:−0.58104396 24:−0.21935721

25:−0.43915537 26:−0.062811196 27:0.84503525 28:−0.56491047 29:0.46598771 30:0.36691466

31:−0.37117133 32:0.31719577 33:−0.27784258 34:−0.27265221 35:−0.11683431 36:0.18239057

37:0.012902016 38:0.24787053 39:−0.13218795 40:0.2092301 41:0.16607523 42:−0.26040837

43:−0.15192561 44:0.035929929 45:−0.11957083 46:−0.18263596 47:0.16724525 48:−0.23860328

49:0.083470352 50:0.020203048 51:0.15298387 52:−0.0108961 53:0.0050347256 54:0.055171788

55:−0.10775026 56:0.020015867 57:−0.062860578 58:0.059769709 59:−0.038123596

60:−0.073607378 61:−0.12216988 62:−0.033311035 63:−0.065274194 64:−0.030330187

65:−0.033865973 66:−0.050213091 67:−0.032892387 68:−0.00053698366 69:0.030818151

70:−0.036099114 71:0.011684739 72:−0.018427907 73:0.0028045655 74:−0.01136047

75:−0.010067336 76:−0.0058962107 77:−0.1903552 #

0.014366641566473147 1:3.7983954 2:−2.8186769 3:−1.4519434 4:−2.195426 5:−2.6533656

6:2.0825586 7:1.5454221 8:−0.20361285 9:−0.39983982 10:−1.7713724 11:0.20630343

12:−0.25136039 13:1.5657282 14:−0.93359959 15:0.28368771 16:1.0881795 17:0.37374488

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19:0.78730911 20:−0.49823233 21:−0.57607204 22:−0.63949859 23:−0.71632129 24:−0.76481539

25:−0.76181108 26:0.47018164 27:−1.0224445 28:−0.068693258 29:−0.097097516 30:0.18545233

31:−0.48076329 32:0.39030236 33:0.11354843 34:0.078346007 35:0.19623169 36:−0.36561352

37:−0.063672714 38:0.45194075 39:0.093162343 40:0.030317577 41:0.44747904 42:0.15167207

43:0.28323579 44:0.20441671 45:0.10920403 46:0.16778319 47:−0.097991414 48:0.14895678

49:0.063386969 50:−0.094128117 51:0.088314369 52:−0.079518691 53:−0.05047331

54:0.013864363 55:0.0045257467 56:−0.0046711829 57:−0.084853277 58:0.012695179

59:−0.10226353 60:0.001139711 61:0.05730648 62:0.039836206 63:−0.035719357 64:0.040135358

65:−0.011941163 66:−0.0091619622 67:−0.012510167 68:−0.040514864 69:−0.0068833171

70:0.0050382377 71:−0.0041605029 72:−0.004189447 73:0.0061618178 74:−0.0047842679

75:−0.012781778 76:0.00043357749 77:−0.1903552 #

0.014366641566473147 1:2.4541152 2:3.0188744 3:−2.4686136 4:0.12672122 5:1.2894068

6:−0.1383266 7:−0.14189628 8:−1.0985004 9:−1.1786238 10:0.61799318 11:0.51109171

12:−0.82191783 13:1.1967033 14:−0.23443411 15:−0.71093911 16:0.50270534 17:−0.046466865

18:0.5528518 19:0.028645031 20:0.30039492 21:−0.42048141 22:−0.59308046 23:−0.36331093

24:0.056975607 25:0.54382831 26:−0.19551364 27:0.024727566 28:−0.10548808 29:−0.45257607

30:−0.21402431 31:−0.71637297 32:0.06268172 33:−0.14598565 34:−0.031840559 35:0.033299975

36:0.20132858 37:−0.26569906 38:−0.22638841 39:−0.24739943 40:0.10289112 41:−0.25182194

42:−0.12410047 43:−0.019026255 44:−0.0062140697 45:0.16524655 46:−0.083975442

47:0.073976398 48:−0.19903968 49:−0.091726005 50:−0.14070809 51:−0.019170346

52:−0.11724126 53:−0.035906505 54:−0.041020863 55:−0.049835451 56:0.0010572489

57:−0.0079945829 58:0.084231794 59:−0.09318424 60:−0.047597118 61:−0.094427727 62:0.13250042

63:−0.049581781 64:−0.027874829 65:0.014409894 66:−0.056331724 67:−0.02455225

68:−0.02946233 69:−0.0039281845 70:0.034948368 71:0.010329608 72:−0.026678858

73:−0.043035869 74:−0.016784739 75:0.0018846078 76:0.033334162 77:−0.1903552 #

0.0067151842453505089 1:3.9931593 2:0.46144915 3:3.9752553 4:2.8675051 5:2.9174421

6:1.5517694 7:−1.9018573 8:−1.4857066 9:−0.21696214 10:−2.3373742 11:1.5848693

12:0.066106856 13:−0.28632095 14:−0.66123843 15:−0.45971406 16:−0.89151531 17:−0.50640154

18:0.52405953 19:−0.077538945 20:0.58767849 21:0.43830243 22:−0.25048077 23:−0.25107831

24:0.11401466 25:−0.53833222 26:−0.26557004 27:0.33480951 28:0.27088299 29:−0.38705727

30:0.46037909 31:−0.35785043 32:0.45249826 33:0.62863505 34:−0.13367048 35:−0.0027479457

36:−0.28388605 37:−0.026834449 38:−0.55147713 39:−0.10118289 40:0.28836411 41:−0.051403724

42:−0.12996191 43:0.1805982 44:0.052310698 45:−0.021809705 46:0.029886335

47:−0.0027280715 48:−0.094091311 49:0.058240123 50:−0.056637499 51:−0.023006644

52:0.13021982 53:0.039354887 54:−0.095587134 55:−0.13634726 56:0.051813148

57:−0.028963935 58:0.031550758 59:0.062448408 60:0.076320656 61:−0.045200523 62:0.016033096

63:−0.00029995857 64:0.036202535 65:−0.016826143 66:0.022840107 67:−0.039392177

68:0.039916258 69:0.022730704 70:0.011044311 71:−0.02430043 72:−0.015622986

73:−0.01333648 74:0.0082701445 75:−0.0023897928 76:−0.015289659 77:−0.1903552 #

−0.014366641566473147 1:2.4252474 2:1.9030641 3:3.2429667 4:1.6645446 5:0.43997434

6:−0.33349714 7:1.5251236 8:0.37469909 9:1.4284444 10:2.3501792 11:−0.52360725 12:1.0356889

13:−0.59030461 14:−0.31990895 15:0.58108443 16:−0.57536131 17:0.12993556 18:−0.83240747

19:0.98485017 20:−0.51849413 21:0.4714503 22:−0.40052831 23:−0.28888464 24:0.13416073

25:0.65866053 26:0.57009751 27:0.10435195 28:0.6225006 29:−0.033819869 30:0.050417345

31:0.091712862 32:−0.20895889 33:0.17857563 34:−0.016849313 35:0.17562374 36:0.07460954

37:−0.11835361 38:−0.069101758 39:−0.17434591 40:0.065963186 41:−0.28625095 42:−0.1074879

43:0.14319403 44:−0.095079742 45:−0.084315024 46:0.26298091 47:−0.26860633 48:−0.16365243

49:−0.12212769 50:−0.069737017 51:−0.064663894 52:−0.098272793 53:−0.07575421

54:0.05025252 55:0.12865266 56:−0.068790443 57:−0.086706929 58:0.062708013

59:−0.0082359901 60:−0.035684764 61:0.027868286 62:−0.023953471 63:0.0025614628

64:0.030669542 65:0.02365681 66:−0.01461804 67:−0.041607089 68:0.015285047

69:−0.031584051 70:0.035983093 71:−0.040891472 72:−0.002052912 73:−0.012480216 74:−0.04171665

75:0.014764391 76:−0.0053715934 77:−0.1903552 #

−0.014366641566473147 1:−3.9835913 2:1.3548148 3:−4.329277 4:1.8808941 5:2.0825419

6:1.6971016 7:0.61094958 8:−0.63612068 9:0.70078087 10:0.15561295 11:0.14352176

12:0.57568318 13:0.83379358 14:−0.51117545 15:−0.21846972 16:−0.36947227 17:−0.31219101

18:0.51928991 19:−0.051736549 20:−0.39027506 21:0.047608733 22:−0.77814519 23:0.9207924

24:0.55152345 25:−0.51964509 26:−0.065692119 27:0.31813446 28:−0.036801234 29:0.47113785

30:−0.0086826757 31:−0.37791315 32:−0.13320056 33:0.23423246 34:−0.22559656

35:−0.019902119 36:0.012800518 37:−0.34432593 38:−0.05693344 39:0.064957418 40:0.015289573

41:0.047282267 42:−0.0541691 43:0.024579821 44:−0.015012024 45:−0.13309118 46:−0.2940506

47:0.10642475 48:−0.019096067 49:0.22427674 50:−0.0027196105 51:0.076190121 52:−0.1010415

53:0.00039427413 54:−0.004574954 55:0.13244243 56:−0.020592721 57:−0.017341565

58:−0.050946232 59:−0.045786608 60:0.083390094 61:0.064037472 62:−0.11142747 63:0.056944087

64:0.0051629012 65:−0.059854571 66:0.0015431886 67:−0.023980785 68:0.0032361019

69:−0.017300943 70:−0.036379702 71:−0.011547666 72:−0.0093765715 73:0.0033619339

74:0.015212401 75:−0.0026341195 76:−0.0048608324 77:−0.1903552 #

−0.014366641566473147 1:0.41805762 2:−3.5518277 3:0.24840108 4:1.3739471 5:2.2037084

6:0.45562485 7:0.54562068 8:−0.4009451 9:1.2182832 10:1.5885149 11:−0.7462216

12:−0.51569736 13:1.0943168 14:0.18373221 15:−0.42269874 16:−0.55351746 17:−0.21862908

18:−0.048397906 19:−0.41374448 20:−1.6143082 21:0.025760373 22:−0.036253519 23:−0.29692352

24:0.088554904 25:0.03568035 26:0.05083409 27:0.65855187 28:0.15273346 29:0.13874793

30:−0.41406131 31:0.24065006 32:0.35790256 33:−0.27541783 34:−0.20093936 35:0.02086203

36:0.14396261 37:0.21508957 38:0.017639745 39:0.0064149085 40:−0.029681921

41:0.038338833 42:0.15857887 43:0.038537402 44:0.16873474 45:0.13563363 46:0.096420988

47:0.18927839 48:−0.0064920411 49:−0.007665344 50:0.078633651 51:−0.27227512

52:−0.0081789736 53:−0.11949086 54:−0.077733912 55:0.087404408 56:−0.041289832

57:−0.018062003 58:0.069049284 59:0.067457393 60:−0.028683575 61:0.050164901 62:0.02749867

63:0.11888853 64:0.041901831 65:0.018593272 66:−0.061130099 67:−0.069895893

68:−0.068691619 69:−0.031564839 70:0.013365241 71:0.028935777 72:0.048464864 73:0.010140033

74:0.0049944059 75:−0.0035579295 76:−0.01441179 77:−0.1903552 #

0.014366641566473147 1:0.071836069 2:4.8487563 3:−2.215672 4:1.4680905 5:1.5881099

6:−1.1515033 7:−1.7309197 8:−0.62474078 9:0.67348754 10:1.2315838 11:2.4845803 12:0.73117983

13:−0.55354267 14:0.41624168 15:0.14967701 16:−0.93002748 17:1.2698739 18:0.25164443

19:0.87641495 20:−0.25837412 21:0.60393202 22:−0.094112687 23:−0.28065911 24:0.2526139

25:7.3020806e−006 26:−0.27355745 27:−0.62648284 28:−0.11828057 29:−0.093055211

30:0.39523685 31:0.2095781 32:−0.066349164 33:−0.084736906 34:0.048540287 35:0.25495401

36:0.30617094 37:−0.25350019 38:−0.056645337 39:−0.10364208 40:0.1500697 41:−0.12952897

42:0.15536623 43:−0.11613148 44:0.056030773 45:0.058140077 46:0.14535441 47:−0.0041257469

48:0.060678639 49:0.26222914 50:0.075693384 51:0.05206478 52:−0.14737394 53:−0.015263834

54:−0.17092083 55:−0.15869008 56:0.056698009 57:−0.078332327 58:−0.046087775

59:−0.082426272 60:−0.056085609 61:0.14310309 62:−0.11129104 63:0.033211831 64:−0.046493102

65:−0.0012389799 66:−0.090330295 67:−0.011751816 68:0.021484068 69:−0.0039089969

70:−0.0062384787 71:0.0081152841 72:0.0028122338 73:0.01189865 74:−0.023922989

75:0.0080133462 76:0.012590602 77:−0.1903552 #

−0.00097098878199254439 1:−7.8629179 2:0.35588935 3:−3.2571945 4:1.4298542 5:2.5883901

6:−1.2109181 7:1.1168878 8:−1.2686182 9:0.59448105 10:−0.23492582 11:0.47689033 12:1.0362921

13:−0.68728089 14:−0.84360474 15:1.0259857 16:−0.36539716 17:−0.52589875 18:−0.14472322

19:−0.83854824 20:0.17695154 21:−0.37875199 22:−0.37855518 23:−0.29236832 24:−0.080803216

25:0.25815299 26:−0.15769969 27:−0.69742638 28:0.014243821 29:0.29491684 30:0.25353625

31:0.0049112188 32:−0.045539696 33:0.1457891 34:0.23044844 35:−0.059852794

36:−0.041422591 37:0.058332112 38:−0.13023466 39:−0.091972396 40:−0.34557739 41:0.1486261

42:−0.059480567 43:−0.11081138 44:−0.25153852 45:0.095214345 46:0.034388915 47:0.23379555

48:−0.10584597 49:−0.096342869 50:0.2461904 51:0.13306455 52:−0.11081149 53:−0.11220704

54:0.054605138 55:−0.097779348 56:−0.14208321 57:0.034027342 58:0.037161097

59:−0.047887284 60:0.09498816 61:0.022926973 62:0.03572632 63:−0.02616589 64:−0.038750727

65:0.15836343 66:0.053472027 67:0.0013989802 68:0.011960867 69:0.061465014

70:0.0043248981 71:0.03346765 72:−0.013613372 73:−0.010018121 74:0.00352078

75:−0.0049258871 76:−0.017203672 77:−0.1903552 #

0.013221273585262466 1:5.1669812 2:−0.7826243 3:−3.9605892 4:1.3253595 5:−1.4790711

6:−1.2909288 7:−0.80044234 8:−0.96268177 9:−0.56133425 10:0.37993473 11:−0.8294301

12:−0.47396028 13:0.7195524 14:1.0150961 15:−0.1296147 16:−0.27335057 17:0.77942562

18:0.17952375 19:0.25965193 20:0.51637608 21:0.42478666 22:0.19525507 23:−0.26183128

24:−0.14224361 25:0.034262311 26:−0.29506069 27:−0.25205207 28:0.076541848 29:−0.48109576

30:−0.07727392 31:−0.57877499 32:0.072774194 33:−0.13109906 34:−0.077112459 35:0.54374266

36:−0.15675351 37:−0.25240073 38:−0.0051886998 39:0.15258907 40:−0.18908195 41:0.075096577

42:−0.063482925 43:−0.058876783 44:−0.10819144 45:0.046947256 46:0.12395314

47:−0.047263294 48:−0.16129072 49:0.092977412 50:0.05710132 51:0.081340611 52:0.13110073

53:−0.075839058 54:0.043540191 55:0.046798505 56:−0.0059874132 57:−0.00095261278

58:0.053829972 59:−0.061308756 60:0.16962966 61:−0.089675106 62:0.064386658

63:0.037622489 64:0.04988924 65:−0.030233009 66:−0.024447449 67:0.068706729

68:−0.040976305 69:−0.017146224 70:−0.0034401352 71:0.015710151 72:0.039232101

73:0.018124171 74:0.020137252 75:0.01042124 76:−0.013101671 77:−0.1903552 #

0.0010318873004164673 1:7.6777558 2:3.9783156 3:1.2148871 4:−1.1086204 5:−0.42434567

6:−2.811646 7:1.2507639 8:−1.8880099 9:0.2223786 10:0.2293808 11:0.082702875 12:0.043921839

13:1.0178206 14:0.67548406 15:−0.95690268 16:−1.5309349 17:0.069053039 18:0.13267767

19:−0.028182082 20:−0.35243601 21:0.11062042 22:0.80002683 23:0.19894904 24:−0.25822869

25:0.074867718 26:0.13480377 27:−0.44678697 28:−0.13302588 29:−0.31133997 30:−0.13965768

31:0.21612936 32:0.35271937 33:−0.12428162 34:0.50838381 35:−0.34227529 36:−0.094497852

37:0.096506245 38:−0.025987651 39:0.1206077 40:0.24829392 41:−0.017972006 42:−0.070537083

43:0.1274723 44:−0.037044499 45:−0.14688157 46:0.073735379 47:0.10197404 48:0.25070587

49:0.015648309 50:0.21576762 51:−0.019399447 52:0.12844208 53:0.10818917 54:−0.074071079

55:0.049050502 56:0.048534248 57:−0.062254943 58:0.034388553 59:−0.026305115

60:0.080062807 61:−0.026788618 62:−0.10811416 63:−0.060700551 64:−0.00517138

65:−0.01044256 66:0.059435513 67:−0.016494369 68:−0.016494785 69:0.004501286 70:−0.051369827

71:0.035912901 72:−0.0080498029 73:−0.027640805 74:0.0088653658 75:0.0094163492

76:0.012057649 77:−0.1903552 #

−0.00078516570934819606 1:−5.4016891 2:1.1443474 3:−0.63899267 4:0.77141619 5:−1.6508524

6:1.4980924 7:−0.5484854 8:1.0756733 9:0.1008146 10:−1.2078699 11:−0.45371488

12:0.04054277 13:1.612469 14:0.1403503 15:−0.53547144 16:0.19745356 17:−0.16481647

18:−0.45225912 19:−0.45747712 20:0.32239226 21:0.17449461 22:−0.7646004 23:0.031708159

24:0.49062085 25:0.048556942 26:−0.07016506 27:−0.075387172 28:−0.014282436

29:−0.26092839 30:0.20126009 31:0.35563305 32:0.033744678 33:−0.29097325 34:0.0033193079

35:0.085221402 36:0.11794299 37:−0.010074852 38:−0.22979026 39:0.16008139 40:0.10774241

41:−0.11058783 42:0.044718754 43:0.14429314 44:−0.14242066 45:0.21483551 46:−0.33903289

47:−0.033823095 48:0.011824172 49:−0.020344649 50:0.047974385 51:0.057895344

52:0.030219637 53:0.099586785 54:−0.041239824 55:−0.026610935 56:−0.16724038

57:−0.10697813 58:0.034623049 59:0.0018242775 60:0.0066079842 61:0.026075404 62:−0.075886987

63:0.0096151531 64:0.076930769 65:−0.013767097 66:−0.037970088 67:−0.031908233

68:−0.01621083 69:−0.059769168 70:−0.019708155 71:−0.031927954 72:0.03587161 73:−0.024617024

74:−0.0079870261 75:−0.015681438 76:−0.0036317117 77:−0.1903552 #

−9.4045468470319027e−005 1:−6.6449065 2:−2.282712 3:−2.4150953 4:−2.2591906 5:1.6859276

6:−2.8092539 7:0.48285982 8:−0.41333944 9:−0.063334018 10:−1.3032 11:1.4590263 12:−1.5313138

13:−1.1233301 14:0.10162237 15:1.1043637 16:−0.49997714 17:−1.0986657 18:−0.90157825

19:−0.45812964 20:−0.034549352 21:−0.38758159 22:0.40236655 23:0.045684054 24:0.014210263

25:0.19888656 26:0.77423567 27:0.19520822 28:−0.26405293 29:−0.36467215 30:0.10524028

31:0.18252735 32:−0.15923986 33:0.028614478 34:0.09576948 35:−0.030707061 36:−0.2123587

37:−0.22377011 38:0.19889897 39:−0.061241325 40:−0.052854016 41:0.097108379 42:0.12156319

43:−0.10981023 44:0.14499992 45:0.069309965 46:0.014019279 47:0.0062036607

48:−0.091968417 49:0.11810234 50:−0.012317932 51:−0.061848454 52:0.072987631 53:−0.021864718

54:−0.075722598 55:0.01354252 56:0.0064444882 57:−0.0041144481 58:−0.01219611

59:0.050113317 60:0.01462376 61:0.0071906112 62:0.0028241191 63:0.025575195

64:0.0044842055 65:0.0046464358 66:−0.0030049735 67:−0.020367665 68:−0.022384886

69:−0.027067447 70:−0.016237898 71:−0.022593698 72:−0.0049617314 73:−0.0037826684

74:−0.0030824076 75:0.0016511997 76:0.00040245449 77:−0.1903552 #

APPENDIX C15

SVM Model Weights (77; Early/Late)

SVM-light Version V6.01

0 # kernel type

3 # kernel parameter -d

1 # kernel parameter -g

1 # kernel parameter -s

1 # kernel parameter -r

empty# kernel parameter -u

77 # highest feature index

59 # number of training documents

46 # number of support vectors plus 1

0.38319729 # threshold b, each following line is a SV (starting with alpha*y)

−0.014768605856240387 1:−0.65310836 2:−5.348166 3:0.42853957 4:−1.999427 5:1.1351154

6:1.1151963 7:2.4849966 8:−0.59107262 9:−0.13457212 10:−0.96609777 11:0.025228789

12:−0.68566889 13:0.051409036 14:0.48685876 15:−0.0077693337 16:0.92148668 17:0.43014637

18:−1.0630491 19:0.089162685 20:−0.0070259096 21:−1.0024557 22:−0.15302616 23:−0.082511447

24:0.20078184 25:−0.127763 26:−0.37109262 27:−0.050487068 28:−0.43910831 29:0.13851134

30:0.3189086 31:0.033191819 32:0.029357022 33:0.33727446 34:−0.050259639 35:0.033500247

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77:−0.013282768 #

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77:−0.013282768 #

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77:−0.013282768 #

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77:−0.013282768 #

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77:−0.013282768 #

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77:−0.013282768 #

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77:−0.013282768 #

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77:−0.013282768 #

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77:−0.013282768 #

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77:−0.013282768 #

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77:−0.013282768 #

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52:0.048958123 53:0.031906977 54:−0.007000512 55:−0.017101878 56:0.036050268

57:−0.014566134 58:0.03016793 59:−0.040633935 60:−0.0014767371 61:−0.073092438

62:−0.035074297 63:−0.050672945 64:−0.078871444 65:−0.027396075 66:−0.087323487

67:−0.039443281 68:0.0038563253 69:−0.033224653 70:0.01565117 71:0.004062959

72:0.00027864502 73:−0.064250752 74:−0.042209428 75:0.012480129 76:−0.024839332

77:−0.013282768 #

0.014768605856240387 1:−1.3157859 2:0.70299256 3:3.0006199 4:3.2491477 5:2.8304772

6:0.98038137 7:1.3980098 8:−0.58263808 9:−1.2958558 10:1.0405852 11:1.7852861 12:0.5182727

13:0.81460285 14:−0.76353443 15:0.49746525 16:−0.080426998 17:0.99329841 18:0.033001561

19:0.64020813 20:0.56085485 21:0.32682621 22:−0.51742673 23:0.92242414 24:−0.20153917

25:0.16728246 26:−0.15194198 27:−0.059559919 28:−0.1619108 29:−0.06057547 30:−0.0015514743

31:0.10874921 32:−0.085824482 33:−0.43436861 34:0.097211942 35:0.0087928288

36:−0.19497071 37:−0.1644199 38:0.22987467 39:0.00072805351 40:−0.036387928 41:−0.024793714

42:0.046035178 43:0.30053556 44:−0.064070314 45:−0.025725504 46:−0.0066927713

47:−0.087981746 48:0.046682835 49:0.030051094 50:0.05447289 51:−0.056455433 52:−0.033297841

53:0.050011542 54:−0.022543613 55:0.017001271 56:0.045515299 57:−0.014566134

58:0.03016793 59:−0.040633935 60:−0.0014767371 61:−0.073092438 62:−0.035074297

63:−0.050672945 64:−0.078871444 65:−0.027396075 66:−0.087323487 67:−0.039443281

68:0.0038563253 69:−0.033224653 70:0.01565117 71:0.004062959 72:0.00027864502

73:−0.664250752 74:−0.042209428 75:0.012480129 76:−0.024839332 77:−0.013282768 #

−0.014768605856240387 1:−1.0982398 2:−2.4368637 3:0.79138798 4:−0.19059795 5:2.4956129

6:0.59419161 7:−1.0538421 8:1.1098379 9:1.510326 10:0.025463993 11:0.47247869

12:0.54310888 13:−1.4702748 14:−0.032527249 15:0.55360329 16:−0.18030564 17:0.28367868

18:0.55749577 19:0.49138963 20:−0.29553726 21:−0.5870961 22:−0.37311175 23:0.18747084

24:0.041127604 25:0.21029881 26:−0.40718269 27:−0.25035253 28:0.22009574 29:0.055686142

30:−0.24643996 31:−0.12602903 32:0.085209414 33:−0.12572211 34:0.0016459211

35:−0.095045388 36:0.048676528 37:−0.17387794 38:−0.1420448 39:0.11469521 40:0.031258076

41:−0.011970902 42:−0.082991265 43:−0.083747424 44:0.026539017 45:−0.056411669

46:0.040468153 47:−0.01395872 48:−0.028325625 49:0.010746783 50:0.065619737

51:0.043784723 52:0.047854524 53:−0.0096203899 54:0.0006713288 55:−0.0027980302

56:0.0017356656 57:−0.014566134 58:0.03016793 59:−0.040633935 60:−0.0014767371

61:−0.073092438 62:−0.035074297 63:−0.050672945 64:−0.078871444 65:−0.027396075

66:−0.087323487 67:−0.039443281 68:0.0038563253 69:−0.033224653 70:0.01565117 71:0.004062959

72:0.00027864502 73:−0.064250752 74:−0.042209428 75:0.012480129 76:−0.024839332

77:−0.013282768 #

−0.014768605856240387 1:5.2102227 2:3.9976118 3:0.080293134 4:−0.029725684 5:−0.95058012

6:0.11048691 7:−0.31062421 8:−0.22639115 9:−1.1626472 10:1.0553827 11:−0.090369746

12:1.0416471 13:0.55352253 14:0.64242268 15:−0.56834584 16:0.50699592 17:0.78428459

18:−0.19394138 19:−0.27866656 20:0.051096424 21:0.07269422 22:0.22581221 23:−0.1890261

24:0.10925961 25:−0.21392211 26:0.014856681 27:0.38521728 28:0.2155547 29:−0.379787

30:−0.2093354 31:−0.41027316 32:−0.074927203 33:−0.027296368 34:−0.27130839 35:−0.4485175

36:0.075121909 37:−0.15112031 38:0.046910606 39:0.16460049 40:−0.035657734 41:0.015574251

42:0.20202383 43:0.044082638 44:−0.22763637 45:−0.12267534 46:0.065599203 47:−0.037435614

48:−0.06740804 49:−0.022633193 50:−0.048605286 51:0.022895308 52:0.071274288

53:−0.049215917 54:−0.07501512 55:0.015261421 56:−0.051739872 57:−0.014566134 58:0.03016793

59:−0.040633935 60:−0.0014767371 61:−0.073092438 62:−0.035074297 63:−0.050672945

64:−0.078871444 65:−0.027396075 66:−0.087323487 67:−0.039443281 68:0.0038563253

69:−0.033224653 70:0.01565117 71:0.004062959 72:0.00027864502 73:−0.064250752

74:−0.042209428 75:0.012480129 76:−0.024839332 77:0.013282768 #

0.014768605856240387 1:4.6002431 2:−7.2568059 3:4.7291026 4:−1.0225035 5:0.021546366

6:−2.0779712 7:−0.83757126 8:0.54197347 9:−0.20948814 10:0.1048112 11:−0.18034166

12:0.48489195 13:0.5373714 14:−0.13309625 15:1.3713417 16:−0.10321748 17:0.57164544

18:0.21653122 19:0.21072166 20:0.18643847 21:0.54172122 22:0.22825341 23:0.86882776

24:0.48877597 25:0.37703291 26:0.30987799 27:0.1168979 28:0.10090527 29:−0.10443282

30:−0.021420695 31:−0.31994495 32:−0.27734739 33:0.20602185 34:0.18579592 35:0.015469311

36:−0.13661198 37:0.12489217 38:−0.14398924 39:−0.089855082 40:−0.009190348 41:0.2373122

42:0.010101872 43:−0.056154639 44:0.06147819 45:−0.050348628 46:0.0048662391

47:0.086996771 48:0.16601563 49:0.047019847 50:0.055492263 51:−0.060654737 52:−0.02383565

53:−0.091649413 54:0.0068636341 55:0.0093666511 56:−0.072218902 57:−0.014566134

58:0.03016793 59:−0.040633935 60:−0.0014767371 61:−0.073092438 62:−0.035074297

63:−0.050672945 64:−0.078871444 65:−0.027396075 66:−0.087323487 67:−0.039443281

68:0.0038563253 69:−0.033224653 70:0.01565117 71:0.004062959 72:0.00027864502

73:−0.064250752 74:−0.042209428 75:0.012480129 76:−0.024839332 77:−0.013282768 #

−0.011206351909628189 1:−5.0756226 2:−8.2595215 3:−1.2156655 4:−2.7136712 5:0.74469912

6:−3.1111739 7:1.6049062 8:−4.8416181 9:2.3290875 10:1.5436403 11:−1.0302157 12:1.4037627

13:−0.52081388 14:1.0506417 15:−1.63344 16:−0.074092619 17:−0.8303957 18:−0.50330883

19:0.59144461 20:0.70327216 21:−0.29993597 22:0.15809666 23:0.22535191 24:0.47231099

25:−0.077164747 26:−0.21365905 27:−0.0089044822 28:0.069617361 29:−0.051537748 30:0.03524068

31:0.043939263 32:−0.10006648 33:−0.21139733 34:0.11636741 35:0.03831777 36:−0.061771911

37:−0.034540422 38:−0.045814056 39:0.010636433 40:−0.05437135 41:−0.014837124

42:0.02811862 43:−0.043905228 44:−0.10224012 45:0.017084097 46:−0.033059448

47:0.032695659 48:0.016907997 49:0.057397209 50:−0.032474376 51:−0.047577988

52:0.030859992 53:0.028889535 54:0.026548047 55:0.007073361 56:−0.015304038

57:−0.014566134 58:0.03016793 59:−0.040633935 60:−0.0014767371 61:−0.073092438

62:−0.035074297 63:−0.050672945 64:−0.078871444 65:−0.027396075 66:−0.087323487

67:−0.039443281 68:0.0038563253 69:−0.033224653 70:0.01565117 71:0.004062959

72:0.00027864502 73:−0.064250752 74:−0.042209428 75:0.012480129 76:−0.024839332

77:−0.013282768 #

−0.0092794577069623685 1:−1.4173634 2:−4.4854941 3:−0.39041179 4:1.0856786 5:2.5890806

6:−1.0967088 7:−1.2430353 8:1.4520231 9:1.0858341 10:0.51167381 11:0.5245589 12:1.1335742

13:0.17423496 14:0.52161896 15:0.22516307 16:0.31588632 17:0.21587253 18:−0.74981898

19:−0.67118168 20:0.14636877 21:0.44879469 22:−0.0049315616 23:−0.35790056 24:−0.28237695

25:0.11011039 26:0.38698107 27:0.074564859 28:0.55507314 29:−0.31626001 30:0.2187548

31:0.35623509 32:−0.38971603 33:0.2021132 34:0.096233301 35:−0.36095038 36:−0.099982403

37:0.30664298 38:0.066776812 39:−0.067210272 40:0.01807688 41:−0.13533093 42:−0.23607574

43:0.025971882 44:−0.053209517 45:−0.068547353 46:−0.072996713 47:−0.089486741

48:−0.044004746 49:−0.030522281 50:0.065588713 51:0.028177662 52:0.007529432 53:0.067739211

54:0.049285736 55:−0.028608471 56:−0.0039775814 57:−0.014566134 58:0.03016793

59:−0.040633935 60:−0.0014767371 61:−0.073092438 62:−0.035074297 63:−0.050672945

64:−0.078871444 65:−0.027396075 66:−0.087323487 67:−0.039443281 68:0.0038563253

69:−0.033224653 70:0.01565117 71:0.004062959 72:0.00027864502 73:−0.064250752

74:−0.042209428 75:0.012480129 76:−0.024839332 77:−0.013282768 #

−0.014768605856240387 1:−1.0982398 2:−2.4368637 3:0.79138798 4:−0.19059795 5:2.4956129

6:0.59419161 7:−1.0538421 8:1.1098379 9:1.510326 10:0.025463993 11:0.47247869

12:0.54310888 13:−1.4702748 14:−0.032527249 15:0.55360329 16:−0.18030564 17:0.28367868

18:0.55749577 19:0.49138963 20:−0.29553726 21:−0.5870961 22:−0.37311175 23:0.18747084

24:0.041127604 25:0.21029881 26:−0.40718269 27:−0.25035253 28:0.22009574 29:0.055686142

30:−0.24643996 31:−0.12602903 32:0.085209414 33:−0.12572211 34:0.0016459211

35:−0.095045388 36:0.048676528 37:−0.17387794 38:−0.1420448 39:0.11469521 40:0.031258076

41:−0.011970902 42:−0.082991265 43:−0.083747424 44:0.026539017 45:−0.056411669

46:0.040468153 47:−0.01395872 48:−0.028325625 49:0.010746783 50:0.065619737

51:0.043784723 52:0.047854524 53:−0.0096203899 54:0.0006713288 55:−0.0027980302

56:0.0017356656 57:−0.014566134 58:0.03016793 59:−0.040633935 60:−0.0014767371

61:−0.073092438 62:−0.035074297 63:−0.050672945 64:−0.078871444 65:−0.027396075

66:−0.087323487 67:−0.039443281 68:0.0038563253 69:−0.033224653 70:0.01565117 71:0.004062959

72:0.00027864502 73:−0.064250752 74:−0.042209428 75:0.012480129 76:−0.024839332

77:−0.013282768 #

−0.0053398794332080689 1:2.4800396 2:1.0886033 3:−4.1771445 4:1.1192465 5:0.56247091

6:1.2176269 7:2.7507098 8:−0.42160803 9:−1.1654049 10:−1.856112 11:2.0763941 12:2.1084695

13:0.059086759 14:−0.48607701 15:0.1853876 16:−0.46677867 17:0.65311015 18:−0.15493564

19:0.064726971 20:0.64843899 21:−0.17178282 22:0.13598746 23:−0.30330279 24:−0.3721984

25:−0.45937416 26:−0.28618789 27:−0.061018307 28:0.25755653 29:0.01015126 30:0.43489286

31:−0.23160291 32:0.26822332 33:−0.18198679 34:0.11317819 35:−0.018076936 36:−0.023457909

37:−0.055039685 38:0.051811643 39:−0.11251057 40:0.15998535 41:0.21557918 42:−0.16684479

43:−0.046091679 44:0.070016332 45:0.031692948 46:−0.013790468 47:0.089666605

48:−0.04926759 49:−0.010420648 50:−0.12629215 51:−0.010580245 52:0.019162683 53:−0.032959752

54:0.038634114 55:−0.031798515 56:−0.0471939 57:−0.014566134 58:0.03016793

59:−0.040633935 60:−0.0014767371 61:−0.073092438 62:−0.035074297 63:−0.050672945

64:−0.078871444 65:−0.027396075 66:−0.087323487 67:−0.039443281 68:0.0038563253

69:−0.033224653 70:0.01565117 71:0.004062959 72:0.00027864502 73:−0.064250752

74:−0.042209428 75:0.012480129 76:−0.024839332 77:−0.013282768 #

APPENDIX D

Ovarian Cancer

Training Dataset

A
B
C
D
E
F
G
H
I
J
K

1
Label
CA270
CA260
14053
14522
13899
13878
13830
13819
13783
13666

2
Sample Type
Control
Control
Early Malignant
Early Malignant
Early
Early
Early Malignant
Early Malignant
Early
Early Malignant

Malignant
Malignant

Malignant

3

0
0
2
2
2
2
2
2
2
2

4

1
1
−1
−1
−1
−1
−1
−1
−1
−1

5
409.4/255.3>GPA:Lyso 16:0
8.674E−01
1.245E+00
2.306E+00
2.177E+00
2.530E+00
2.186E+00
2.248E+00
2.212E+00
2.176E+00
2.169E+00

6
433.4/279.3>GPA:Lyso 18:2
4.753E−01
7.372E−01
5.912E−01
7.607E−01
7.672E−01
7.711E−01
5.883E−01
5.086E−01
1.008E+00
5.451E−01

7
435.4/281.3>GPA:Lyso 18:1
1.663E−01
2.039E−01
2.307E−01
3.026E−01
3.519E−01
2.929E−01
3.541E−01
2.339E−01
3.273E−01
1.878E−01

8
437.4/283.3>GPA:Lyso 18:0
8.314E−01
9.467E−01
2.947E+00
1.229E+00
1.146E+00
9.845E−01
1.152E+00
1.456E+00
9.492E−01
2.945E+00

9
451.4/283.3>GPA:Lyso 18:0
2.403E−02
1.438E−02
1.631E−02
2.865E−02
3.723E−02
2.597E−02
2.060E−02
1.856E−02
1.373E−02
2.328E−02

10
459.6/305.5>GPA:Lyso 20:3
1.298E−02
1.309E−02
9.785E−03
2.253E−02
1.073E−02
2.403E−02
1.964E−02
1.005E−02
1.073E−02
7.489E−03

11
461.6/307.5>GPA:Lyso 20:2
6.470E−03
1.642E−02
9.785E−03
1.953E−02
1.577E−02
2.071E−02
2.060E−02
1.084E−02
1.320E−02
1.127E−02

12
463.7/309.5>GPA:Lyso 20:1
1.016E−02
1.116E−02
6.524E−03
1.212E−02
1.427E−02
9.077E−03
8.552E−03
1.005E−02
1.320E−02
1.727E−02

13
465.7/311.5>GPA:Lyso 20:0
1.016E−02
1.373E−02
2.736E−02
1.406E−02
1.148E−02
9.077E−03
1.513E−02
1.320E−02
1.137E−02
3.820E−02

14
481.4/327.3>GPA:Lyso 22:6
3.691E−02
3.079E−02
4.174E−02
5.719E−02
5.944E−02
6.878E−02
4.936E−02
4.174E−02
6.395E−02
3.820E−02

15
483.4/329.3>GPA:Lyso 22:5
9.238E−03
5.891E−03
3.916E−03
6.084E−03
9.303E−03
9.077E−03
9.560E−03
9.281E−03
6.577E−03
5.998E−03

16
641.8/251.3>GPA:16:1/16:2
1.845E−03
1.309E−03
0.000E+00
1.824E−03
2.146E−03
0.000E+00
5.032E−04
0.000E+00
1.792E−03
2.994E−03

17
643.8/253.3>GPA:16:1/16:1
3.230E−02
2.361E−02
1.502E−02
1.459E−02
1.288E−02
1.298E−02
9.056E−03
1.781E−02
1.017E−02
5.998E−03

18
645.8/255.3>GPA:16:1/16:0
1.234E−01
7.006E−02
5.869E−02
4.989E−02
5.011E−02
7.006E−02
4.281E−02
5.569E−02
5.021E−02
6.073E−02

19
647.8/255.3>GPA:16:0/16:0
8.184E−01
4.260E−01
2.833E−01
2.629E−01
3.036E−01
2.650E−01
2.361E−01
1.685E−01
1.738E−01
1.064E−01

20
667.8/279.3>GPA:34:4
1.845E−03
1.309E−03
0.000E+00
6.084E−04
7.157E−04
1.942E−03
5.032E−04
0.000E+00
5.976E−04
1.502E−03

21
669.8/279.3>GPA:34:3
1.384E−02
1.706E−02
1.502E−02
1.642E−02
2.146E−02
1.685E−02
1.406E−02
2.318E−02
1.491E−02
1.953E−02

22
669.8/281.3>GPA:34:4
0.000E+00
1.309E−03
3.916E−03
6.084E−04
3.584E−03
2.597E−03
1.513E−03
1.545E−03
3.584E−03
1.502E−03

23
671.8/279.3>GPA:18:2/16:0
7.479E−02
6.223E−02
5.150E−02
4.936E−02
4.582E−02
4.796E−02
3.069E−02
5.032E−02
4.968E−02
3.970E−02

24
673.8/281.3>GPA:18:1/16:0
2.688E+00
1.261E+00
5.032E−01
5.622E−01
5.762E−01
4.453E−01
2.854E−01
2.758E−01
2.328E−01
1.245E−01

25
695.8/279.3>GPA:36:4
3.230E−02
2.425E−02
1.438E−02
2.189E−02
2.221E−02
1.685E−02
1.513E−02
2.704E−02
3.412E−02
1.277E−02

26
695.8/303.3>GPA:36:4
8.133E−02
4.388E−02
2.414E−02
3.648E−02
3.155E−02
2.210E−02
2.114E−02
1.706E−02
2.210E−02
1.049E−02

27
697.8/281.3>GPA:20:3/16:0
2.489E−02
1.373E−02
3.916E−03
9.742E−03
7.876E−03
1.363E−02
8.047E−03
4.646E−03
8.970E−03
2.253E−03

28
697.8/305.3>GPA:18:1/18:2
8.680E−02
5.826E−02
3.391E−02
4.206E−02
3.863E−02
4.152E−02
2.822E−02
4.099E−02
5.139E−02
2.618E−02

29
699.8/279.3>GPA:36:2
1.223E−01
1.002E−01
5.354E−02
5.966E−02
4.013E−02
5.515E−02
4.882E−02
4.796E−02
6.277E−02
3.895E−02

30
699.8/281.3>GPA:36:2
1.982E+00
9.782E−01
4.109E−01
4.142E−01
4.464E−01
3.423E−01
2.736E−02
2.264E−01
1.781E−01
9.442E−02

31
701.8/283.3>GPA:36:1
6.106E+00
2.466E+00
9.042E−01
7.843E−01
9.671E−01
6.513E−01
3.573E−01
3.712E−01
2.800E−01
1.266E−01

32
703.8/283.3>GPA:36:0
5.279E−01
2.843E−01
1.706E−01
1.234E−01
1.577E−01
9.206E−02
8.702E−02
9.742E−02
6.105E−02
8.541E−02

33
721.8/255.3>GPA:18:1/20:4
7.758E−02
3.863E−02
2.800E−02
1.406E−02
2.511E−02
2.071E−02
1.363E−02
1.234E−02
1.255E−02
5.998E−03

34
721.8/281.3>GPA:16:0/22:5
3.487E−01
3.852E−01
7.914E−01
5.032E−01
6.642E−01
6.545E−01
6.376E−01
8.879E−01
5.708E−01
1.035E+00

35
723.8/283.3>GPA:18:0/20:4
9.053E−01
4.227E−01
2.124E−01
2.017E−01
2.929E−01
1.738E−01
1.277E−01
1.044E−01
9.335E−02
8.315E−02

36
725.8/305.3>GPA:20:3/18:0
4.893E−02
3.015E−02
1.170E−02
1.524E−02
1.212E−02
1.298E−02
1.212E−02
6.191E−03
7.178E−03
5.247E−03

37
729.8/281.3>GPA:38:1
1.931E−01
8.712E−02
4.828E−02
3.165E−02
3.648E−02
4.024E−02
3.069E−02
2.865E−02
2.811E−02
1.502E−02

38
731.8/283.3>GPA:38:0
1.491E−01
8.777E−02
6.524E−02
4.442E−02
4.936E−02
3.959E−02
3.423E−02
3.948E−02
2.747E−02
4.195E−02

39
751.8/303.3>GPA:40:4
8.401E−02
1.760E−01
6.921E−02
6.695E−02
7.296E−02
1.057E−01
8.251E−02
4.560E−02
1.524E−01
4.721E−02

40
757.8/281.3>GPA:40:1
7.167E−01
4.474E−01
1.921E−01
2.221E−01
2.747E−01
2.275E−01
1.545E−01
2.833E−01
2.350E−01
1.255E−01

41
759.8/283.3>GPA:40:0
3.552E−01
1.953E−01
8.809E−02
8.337E−02
1.266E−01
9.861E−02
6.588E−02
8.047E−02
5.086E−02
3.970E−02

42
777.8/329.3>GPA:42:5
2.768E−03
6.545E−04
6.524E−04
2.436E−03
2.146E−03
1.298E−03
1.513E−03
3.090E−03
3.584E−03
8.991E−03

43
481.4/253.3>GPGro:Lyso 16:1
5.761E−03
6.584E−03
1.250E−02
1.371E−02
1.322E−02
1.150E−02
1.507E−02
1.000E−02
8.462E−03
1.921E−02

44
483.4/255.3>GPGro:Lyso 16:0
1.842E−01
2.492E−01
7.198E−01
3.548E−01
4.242E−01
3.824E−01
3.545E−01
5.564E−01
3.414E−01
7.768E−01

45
507.4/279.3>GPGro:Lyso 18:2
1.242E−01
1.445E−01
2.144E−01
1.332E−01
1.553E−01
1.330E−01
1.186E−01
1.669E−01
1.746E−01
2.573E−01

46
509.4/281.3>GPGro:Lyso 18:1
8.179E−02
9.979E−02
1.995E−01
1.433E−01
1.466E−01
1.263E−01
1.367E−01
1.669E−01
1.129E−01
2.465E−01

47
511.4/283.3>GPGro:Lyso 18:0
1.520E−01
1.674E−01
4.824E−01
2.281E−01
2.812E−01
2.489E−01
2.560E−01
3.882E−01
2.421E−01
5.767E−01

48
531.4/303.3>GPGro:Lyso 20:4
1.551E−02
2.464E−02
4.964E−02
3.446E−02
3.626E−02
3.266E−02
4.295E−02
2.392E−02
2.906E−02
4.604E−02

49
555.4/327.3>GPGro:Lyso 22:6
5.761E−03
1.021E−02
1.813E−02
1.561E−02
1.337E−02
1.633E−02
1.049E−02
1.206E−02
1.577E−02
1.438E−02

50
557.4/329.3>GPGro:Lyso 22:5
1.551E−03
5.015E−03
6.404E−03
3.215E−03
2.752E−03
3.575E−03
4.089E−03
2.225E−03
5.015E−03
5.221E−03

51
717.8/253.3>GPGro:16:1/16:1
6.301E−02
1.281E−01
1.499E−01
1.919E−01
2.524E−01
1.946E−01
3.746E−01
1.484E−01
1.469E−01
1.314E−01

52
719.8/253.3>GPGro:16:1/16:0
1.993E−03
1.098E−03
3.292E−03
3.935E−03
4.115E−03
5.761E−03
6.276E−03
1.854E−03
1.721E−03
7.896E−03

53
721.8/255.3>GPGro:16:0/16:0
5.478E−02
6.584E−02
1.142E−01
6.970E−02
9.388E−02
8.513E−02
8.076E−02
1.209E−01
7.587E−02
1.417E−01

54
743.8/279.3>GPGro:18:2/16:1
4.678E+00
5.371E+00
4.324E+00
4.822E+00
4.561E+00
4.698E+00
3.259E+00
4.541E+00
5.772E+00
3.197E+00

55
743.8/281.3>GPGro:18:1/16:2
4.384E−01
5.447E−01
5.997E−01
6.149E−01
6.723E−01
6.051E−01
8.006E−01
5.525E−01
5.747E−01
4.687E−01

56
745.8/279.3>GPGro:18:2/16:0
1.481E−01
1.759E−01
1.578E−01
1.579E−01
1.451E−01
1.533E−01
1.091E−01
1.577E−01
1.880E−01
1.420E−01

57
745.8/281.3>GPGro:18:1/16:1
2.533E+00
3.438E+00
3.912E+00
4.283E+00
4.623E+00
3.757E+00
5.070E+00
3.369E+00
3.590E+00
3.117E+00

58
747.8/255.2>GPGro:16:0/18:1
3.112E−02
3.832E−02
6.121E−02
5.555E−02
4.578E−02
4.141E−02
4.861E−02
5.324E−02
4.115E−02
1.011E−01

59
747.8/281.1>GPGro:16:0/18:1
1.700E−01
1.219E−01
8.462E−02
9.259E−02
9.876E−02
7.922E−02
9.208E−02
7.664E−02
7.227E−02
5.041E−02

60
749.8/283.3>GPGro:18:0/16:0
3.575E−02
2.752E−02
5.170E−02
3.395E−02
4.347E−02
3.729E−02
3.961E−02
5.453E−02
3.344E−02
6.430E−02

61
767.8/303.3>GPGro:20:4/16:1
5.538E−01
1.110E+00
9.136E−01
1.343E+00
1.158E+00
1.538E+00
1.549E+00
6.916E−01
1.163E+00
7.112E−01

62
769.8/279.3>GPGro:18:2/18:2
5.476E−01
6.074E−01
3.214E−01
3.420E−01
2.948E−01
3.865E−01
2.684E−01
4.798E−01
4.566E−01
4.073E−01

63
769.8/303.3>GPGro:20:4/16:0
7.536E−03
1.083E−02
1.188E−02
1.371E−02
1.235E−02
1.415E−02
1.618E−02
1.093E−02
8.745E−03
1.957E−02

64
771.8/279.3>GPGro:18:2/18:1
2.274E+00
2.583E+00
2.170E+00
2.503E+00
2.176E+00
2.542E+00
2.124E+00
3.098E+00
3.138E+00
2.026E+00

65
773.8/279.3>GPGro:18:2/18:0
1.008E−01
1.116E−01
1.381E−01
1.165E−01
1.127E−01
1.111E−01
9.310E−02
1.361E−01
1.232E−01
1.934E−01

66
773.8/281.3>GPGro:18:1/18:1
5.095E−01
5.736E−01
5.231E−01
6.346E−01
6.294E−01
6.019E−01
1.213E+00
6.899E−01
5.682E−01
6.789E−01

67
775.8/281.3>GPGro:18:1/18:0
4.038E−02
5.298E−02
8.873E−02
6.250E−02
7.047E−02
6.353E−02
8.050E−02
8.719E−02
5.195E−02
1.489E−01

68
777.8/283.3>GPGro:18:0/18:0
1.000E−01
1.163E−01
1.983E−01
1.355E−01
1.661E−01
1.602E−01
1.764E−01
2.981E−01
1.497E−01
3.455E−01

69
795.8/303.3>GPGro:20:4/18:1
2.336E−01
4.285E−01
4.057E−01
6.525E−01
5.259E−01
6.836E−01
8.377E−01
4.147E−01
5.125E−01
3.776E−01

70
797.8/303.3>GPGro:20:4/18:0
1.350E−02
2.752E−02
3.935E−02
2.958E−02
3.061E−02
3.446E−02
3.446E−02
3.858E−02
2.855E−02
5.170E−02

71
821.8/327.3>GPGro:22:6/18:0
4.655E−03
7.073E−03
9.079E−03
7.587E−03
9.259E−03
8.230E−03
6.507E−03
4.810E−03
8.462E−03
9.156E−03

72
823.8/329.3>GPGro:22:5/18:0
8.848E−04
2.196E−03
2.803E−03
3.935E−03
2.402E−03
1.553E−03
4.578E−03
2.040E−03
3.009E−03
1.618E−03

73
494.4/407.4>Lyso GPSer:16:1
1.069E−02
2.754E−03
1.377E−03
3.205E−03
3.770E−03
2.043E−03
1.591E−03
8.138E−04
6.287E−04
3.149E−03

74
496.4/409.4>Lyso GPSer:16:0
1.456E−02
7.573E−03
9.605E−03
6.400E−03
3.770E−03
4.097E−03
7.415E−03
6.512E−03
5.034E−03
5.519E−03

75
522.4/435.4>Lyso GPSer:18:1
5.203E−01
3.634E−01
1.411E−01
1.580E−01
3.160E−01
1.174E−01
7.619E−02
7.562E−02
1.000E−01
6.072E−02

76
524.4/437.4>Lyso GPSer:18:0
4.018E−01
2.427E−01
1.524E−01
1.354E−01
3.093E−01
8.804E−02
5.135E−02
9.842E−02
1.070E−01
1.104E−01

77
544.4/457.4>Lyso GPSer:20:4
1.456E−02
6.196E−03
2.743E−03
8.330E−03
2.032E−02
6.140E−03
8.995E−03
1.625E−03
6.919E−03
5.519E−03

78
570.4/483.4>Lyso GPSer:22:5
0.000E+00
0.000E+00
0.000E+00
6.400E−04
7.528E−04
0.000E+00
5.293E−04
2.438E−03
6.287E−04
0.000E+00

79
732.6/645.6>GPSer:32:1
1.941E−02
6.196E−03
6.174E−03
3.205E−03
3.014E−03
1.366E−03
5.824E−03
5.700E−03
3.149E−03
7.878E−04

80
734.6/647.6>GPSer:32:0
7.777E−03
3.442E−03
0.000E+00
1.919E−03
3.014E−03
0.000E+00
2.122E−03
3.251E−03
6.287E−04
0.000E+00

81
758.6/671.6>GPSer:34:2
2.912E−02
1.242E−02
1.230E−02
7.043E−03
1.433E−02
1.366E−02
1.059E−02
1.058E−02
1.196E−02
1.104E−02

82
760.8/673.8>GPSer:34:1
1.377E−01
6.546E−02
2.607E−02
3.330E−02
2.257E−02
2.325E−02
8.465E−03
8.138E−03
1.129E−02
1.580E−03

83
762.8/675.7>GPSer:34:0
5.926E−02
2.754E−02
8.239E−03
6.400E−03
6.772E−03
3.409E−03
3.702E−03
7.325E−03
1.885E−03
4.729E−03

84
782.6/695.7>GPSer:36:4
1.749E−02
1.102E−02
1.648E−02
5.767E−03
7.528E−03
1.433E−02
1.059E−02
1.140E−02
8.804E−03
1.264E−02

85
784.8/697.8>GPSer:36:3
6.806E−03
2.065E−03
4.120E−03
3.205E−03
3.014E−03
2.731E−03
4.233E−03
4.887E−03
3.149E−03
7.878E−04

86
786.8/699.8>GPSer:36:2
5.068E−01
2.291E−01
8.510E−02
6.084E−02
6.479E−02
4.707E−02
2.381E−02
3.341E−02
1.885E−02
8.668E−03

87
788.8/701.8>GPSer:36:1
3.630E+00
1.537E+00
5.293E−01
4.052E−01
4.842E−01
2.698E−01
1.479E−01
1.535E−01
1.151E−01
5.361E−02

88
790.8/703.8>GPSer:36:0
5.440E−01
2.144E−01
6.862E−02
5.576E−02
7.449E−02
4.300E−02
2.483E−02
1.874E−02
1.704E−02
1.738E−02

89
808.6/721.6>GPSer:38:6
9.041E−02
4.819E−02
2.540E−02
1.219E−02
3.318E−02
6.140E−03
6.354E−03
1.298E−02
8.183E−03
2.212E−02

90
810.8/723.8>GPSer:38:5
3.544E−01
1.321E−01
7.201E−02
6.275E−02
1.490E−01
4.233E−02
1.321E−02
3.014E−02
3.330E−02
3.860E−02

91
812.8/725.8>GPSer:38:4
1.050E−01
4.481E−02
2.472E−02
2.246E−02
3.770E−02
1.366E−02
1.163E−02
6.512E−03
1.007E−02
5.519E−03

92
814.6/727.6>GPSer:38:3
9.814E−01
4.007E−01
1.309E−01
9.989E−02
1.264E−01
9.752E−02
3.544E−02
4.153E−02
3.397E−02
1.185E−02

93
816.8/729.8>GPSer:38:2
2.465E+00
1.092E+00
3.262E−01
2.946E−01
3.228E−01
1.851E−01
1.037E−01
8.217E−02
7.235E−02
2.528E−02

94
818.8/731.8>GPSer:38:1
3.352E−01
1.400E−01
4.391E−02
4.289E−02
5.045E−02
2.111E−02
1.479E−02
1.219E−02
6.287E−03
7.099E−03

95
834.8/747.8>GPSer:40:6
5.734E−01
2.427E−01
7.686E−02
6.591E−02
6.998E−02
5.248E−02
3.126E−02
3.172E−02
2.077E−02
2.054E−02

96
836.8/749.8>GPSer:40:5
1.242E−01
4.334E−02
1.648E−02
1.862E−02
1.580E−02
1.298E−02
8.465E−03
4.887E−03
1.007E−02
4.729E−03

97
838.8/751.8>GPSer:40:4
1.907E−01
9.707E−02
3.296E−02
2.370E−02
3.318E−02
1.772E−02
1.059E−02
8.950E−03
8.183E−03
3.939E−03

98
840.6/753.7>GPSer:40:3
1.716E−01
9.233E−02
2.743E−02
2.630E−02
3.014E−02
2.460E−02
1.219E−02
2.280E−02
9.436E−03
7.878E−03

99
778.9/97>Sulfatide:16:0
5.494E−02
9.430E−02
1.051E−01
9.528E−02
9.001E−02
5.861E−02
6.965E−02
6.891E−02
8.952E−02
1.053E−01

100
806.9/97>Sulfatide:18:0
3.801E−02
3.139E−02
3.127E−02
1.950E−02
3.850E−02
3.188E−02
2.305E−02
4.414E−02
2.943E−02
5.481E−02

101
822.9/97>Sulfatide:18:0 (OH)
1.150E−01
1.692E−01
1.521E−01
1.557E−01
1.803E−01
1.680E−01
1.373E−01
2.318E−01
1.803E−01
1.079E−01

102
834.9/97>Sulfatide:20:0
3.703E−01
3.544E−01
5.408E−01
3.568E−01
3.998E−01
4.255E−01
3.397E−01
6.671E−01
3.863E−01
8.105E−01

103
850.9/97>Sulfatide:20:0 (OH)
1.557E−01
1.913E−01
1.987E−01
2.085E−01
2.918E−01
2.318E−01
1.594E−01
2.882E−01
2.465E−01
1.208E−01

104
862.9/97>Sulfatide:22:1
1.225E−01
1.692E−01
2.109E−01
1.471E−01
1.643E−01
1.692E−01
1.680E−01
3.115E−01
2.011E−01
3.593E−01

105
878.9/97>Sulfatide:22:1 (OH)
4.488E−01
5.543E−01
6.818E−01
5.383E−01
6.818E−01
6.683E−01
6.062E−01
1.027E+00
6.806E−01
9.540E−01

106
888.9/97>Sulfatide:24:1
1.003E−01
1.115E−01
1.803E−01
1.197E−01
1.410E−01
1.300E−01
1.324E−01
1.288E−01
1.239E−01
1.643E−01

107
890.9/97>Sulfatide:24:0
1.182E−01
1.275E−01
1.447E−01
9.601E−02
9.577E−02
9.712E−02
8.633E−02
9.724E−02
1.128E−01
1.053E−01

108
906.7/97>Sulfatide:24:0 (OH)
1.172E−01
1.300E−01
1.606E−01
1.570E−01
1.680E−01
1.888E−01
1.754E−01
1.435E−01
1.533E−01
1.704E−01

109
1147/281.3>CardioliGPInsn:52:3
6.340E−03
1.197E−02
6.708E−03
4.169E−03
1.145E−02
8.155E−03
1.035E−02
6.193E−03
1.094E−02
5.996E−03

110
1376/281.3>CardioliGPInsn:66:2
3.593E−02
3.887E−02
2.980E−02
2.293E−02
2.698E−02
3.850E−02
4.083E−02
4.071E−02
3.421E−02
1.631E−02

111
1400/281.3>CardioliGPInsn:68:4
2.109E−02
2.771E−02
1.643E−02
2.367E−02
2.869E−02
2.526E−02
2.882E−02
3.360E−02
2.465E−02
1.974E−02

112
1402/281.3>CardioliGPInsn:68:3
1.484E−02
1.422E−02
9.687E−03
1.251E−02
1.557E−02
2.146E−02
2.882E−02
2.036E−02
1.778E−02
6.855E−03

113
1404/281.3>CardioliGPInsn:68:2
6.340E−03
2.244E−03
8.204E−03
7.652E−03
6.548E−03
5.935E−03
1.035E−02
4.414E−03
4.782E−03
4.280E−03

114
1406/281.3>CardioliGPInsn:68:1
6.340E−03
5.984E−03
8.952E−03
4.169E−03
4.096E−03
5.935E−03
2.882E−03
7.075E−03
7.517E−03
1.113E−02

115
1426/281.3>CardioliGPInsn:70:5
6.340E−03
1.122E−02
9.687E−03
1.251E−02
1.386E−02
1.337E−02
2.526E−02
2.563E−02
1.162E−02
1.459E−02

116
1428/281.3>CardioliGPInsn:70:4
2.109E−03
8.976E−03
2.232E−03
3.483E−03
1.063E−02
6.671E−03
5.751E−03
3.532E−03
6.830E−03
4.280E−03

117
1430/281.3>CardioliGPInsn:70:3
1.056E−02
1.876E−02
8.952E−03
1.950E−02
1.226E−02
1.337E−02
2.354E−02
1.594E−02
1.025E−02
1.028E−02

118
1432/281.3>CardioliGPInsn:70:2
8.449E−03
8.228E−03
1.118E−02
1.251E−02
1.145E−02
9.638E−03
1.150E−02
5.310E−03
5.469E−03
1.028E−02

119
1434/281.3>CardioliGPInsn:70:1
2.845E−02
6.732E−03
1.193E−02
9.736E−03
1.717E−02
1.037E−02
1.093E−02
1.508E−02
8.890E−03
1.113E−02

120
1436/281.3>CardioliGPInsn:70:0
1.484E−02
7.480E−03
1.118E−02
9.736E−03
1.386E−02
5.935E−03
1.839E−02
1.239E−02
1.508E−02
6.855E−03

121
436.6/196.1>Lyso GPEtn:Lyso 16:1e/16:0p
1.585E−01
4.212E−02
4.203E−02
4.354E−03
6.144E−02
3.713E−02
1.799E−02
6.643E−02
3.847E−02
8.041E−02

122
450.4/196.1>Lyso GPEtn:Lyso 16:1
1.656E−01
6.554E−02
1.077E−01
1.434E−01
1.745E−01
1.069E−01
2.992E−01
1.380E−01
1.024E−01
2.253E−01

123
452.4/196.1>Lyso GPEtn:Lyso 16:0
2.520E+00
2.458E+00
1.585E+00
3.749E+00
5.191E+00
3.980E+00
3.482E+00
4.426E+00
2.369E+00
4.212E+00

124
462.4/196.1>Lyso GPEtn:Lyso 18:2e/18:1p
9.261E−02
2.814E−02
3.268E−02
3.045E−02
3.589E−02
2.787E−02
3.598E−02
6.643E−02
3.847E−02
6.972E−02

125
464.5/196.1>Lyso GPEtn:Lyso 18:1e/18:0p
8.593E−02
4.684E−02
8.869E−02
2.618E−02
3.072E−02
4.176E−02
3.598E−02
8.851E−02
3.847E−02
6.972E−02

126
476.6/196.1>Lyso GPEtn:Lyso 18:2a
1.184E+00
1.069E+00
4.853E−01
6.189E−01
5.637E−01
6.447E−01
7.631E−01
6.198E−01
8.602E−01
1.042E+00

127
478.4/196.1>Lyso GPEtn:Lyso 18:1
3.286E+00
2.226E+00
1.211E+00
1.808E+00
1.665E+00
1.719E+00
2.128E+00
2.066E+00
1.888E+00
2.591E+00

128
480.4/196.1>Lyso GPEtn:Lyso 18:0
2.146E+00
1.647E+00
1.309E+00
3.491E+00
3.989E+00
3.624E+00
3.651E+00
3.482E+00
2.289E+00
3.108E+00

129
492.5/196.1>Lyso GPEtn:Lyso 20:1e/20:0p
2.048E−01
3.277E−02
5.138E−02
6.972E−02
8.192E−02
6.963E−02
3.241E−02
6.091E−02
8.130E−02
5.361E−02

130
500.4/196.1>Lyso GPEtn:Lyso 20:4
8.149E+00
8.113E+00
6.264E+00
8.917E+00
5.939E+00
8.579E+00
1.019E+01
3.785E+00
8.323E+00
8.783E+00

131
524.4/196.1>Lyso GPEtn:Lyso 22:6
4.844E+00
6.886E+00
3.366E+00
7.911E+00
6.082E+00
7.447E+00
5.739E+00
2.582E+00
6.662E+00
5.272E+00

132
688.6/196.1>GPEtn:16:0/16:1
3.963E−02
2.342E−02
9.350E−02
4.354E−02
3.589E−02
2.787E−02
4.684E−02
6.643E−02
5.993E−02
1.122E−01

133
690.7/196.1>GPEtn 16:0/16:0
3.963E−02
1.407E−02
2.333E−02
8.709E−03
5.637E−02
2.324E−02
1.077E−02
2.217E−02
1.282E−02
1.069E−02

134
698.6/196.1>GPEtn:34:2p, 34:3e
0.000E+00
1.407E−02
2.805E−02
1.309E−02
1.541E−02
0.000E+00
1.077E−02
5.530E−03
0.000E+00
1.069E−02

135
700.6/196.1>GPEtn:34:1p, 34:2e
3.963E−02
1.407E−02
1.398E−02
4.354E−03
5.120E−03
4.639E−03
7.204E−03
2.217E−02
1.282E−02
5.361E−03

136
702.6/196.1>GPEtn:34:0p, 34:1e
6.607E−03
1.870E−02
1.870E−02
1.309E−02
2.048E−02
1.852E−02
1.443E−02
2.769E−02
8.557E−03
3.215E−02

137
710.8/196.1>GPEtn:18:1/16:1
1.318E−01
9.350E−02
7.934E−02
5.663E−02
5.120E−02
5.565E−02
2.164E−02
9.973E−02
2.137E−02
6.972E−02

138
712.8/196.1>GPEtn:18:2/16:1
1.318E−01
2.814E−02
3.731E−02
4.791E−02
3.589E−02
1.389E−02
3.598E−02
3.321E−02
1.282E−02
4.292E−02

139
714.7/196.1>GPEtn:18:1/16:1
6.411E−01
4.452E−01
9.795E−02
3.134E−01
3.072E−01
3.669E−01
2.199E−01
2.654E−01
2.351E−01
2.199E−01

140
716.7/196.1>GPEtn:18:1/16:0
2.378E−01
1.594E−01
6.999E−02
1.915E−01
1.745E−01
1.113E−01
1.514E−01
1.496E−01
7.275E−02
1.451E−01

141
718.6/196.1>GPEtn:18:0/16:0
9.884E−02
7.961E−02
5.138E−02
6.972E−02
8.709E−02
1.389E−02
6.483E−02
3.874E−02
3.847E−02
3.215E−02

142
722.6/196.1>GPEtn:36:4p
4.630E−02
1.407E−02
9.350E−03
2.182E−02
5.120E−03
4.639E−03
1.799E−02
2.217E−02
2.137E−02
2.680E−02

143
724.6/196.1>GPEtn:36:3p, 36:4e
0.000E+00
1.407E−02
1.398E−02
0.000E+00
2.048E−02
2.787E−02
2.164E−02
5.530E−03
8.557E−03
1.612E−02

144
726.6/196.1>GPEtn:36:2p, 36:3e
2.645E−02
5.619E−02
5.601E−02
2.182E−02
4.613E−02
3.250E−02
1.799E−02
2.217E−02
2.565E−02
2.680E−02

145
728.6/196.1>GPEtn:36:1p, 36:2e
3.304E−02
4.212E−02
3.731E−02
2.182E−02
3.589E−02
3.250E−02
2.164E−02
2.769E−02
7.275E−02
2.680E−02

146
738.8/196.1>GPEtn:20:4/16:0
2.110E−01
1.736E−01
7.471E−02
2.306E−01
2.814E−01
2.413E−01
2.805E−01
9.439E−02
1.710E−01
1.665E−01

147
740.8/196.1>GPEtn:18:2/18:1
4.292E−01
2.297E−01
4.666E−02
1.086E−01
7.685E−02
2.039E−01
1.443E−01
1.656E−01
1.630E−01
1.451E−01

148
742.8/196.1>GPEtn:18:1/18:1
8.130E−01
5.993E−01
1.630E−01
4.969E−01
4.862E−01
5.476E−01
5.004E−01
5.370E−01
4.194E−01
5.307E−01

149
744.6/196.1>GPEtn:18:0/18:1
1.656E−01
9.350E−02
5.601E−02
1.656E−01
7.168E−02
1.113E−01
1.336E−01
1.220E−01
4.711E−02
1.069E−01

150
746.8/196.1>GPEtn:18:0/18:0
4.363E−01
1.077E−01
2.333E−02
2.182E−02
3.072E−02
3.250E−02
4.319E−02
4.426E−02
1.710E−02
3.749E−02

151
748.6/196.1>GPEtn:38:5p, 38:6e
7.266E−02
1.407E−02
2.805E−02
3.045E−02
2.565E−02
2.324E−02
2.164E−02
1.104E−02
8.557E−03
1.612E−02

152
750.6/196.1>GPEtn:38:4p, 38:5e
3.304E−02
1.407E−02
4.666E−02
2.618E−02
5.637E−02
1.389E−02
3.598E−02
1.656E−02
2.992E−02
4.292E−02

153
752.6/196.1>GPEtn:38:3p, 38:4e
2.645E−02
1.407E−02
2.333E−02
1.309E−02
2.565E−02
2.324E−02
2.876E−02
2.769E−02
2.137E−02
1.069E−02

154
754.6/196.1>GPEtn:38:2p, 38:3e
5.948E−02
9.350E−03
4.666E−03
2.618E−02
1.024E−02
1.389E−02
2.164E−02
5.530E−03
1.710E−02
1.612E−02

155
756.6/196.1>GPEtn:38:1p, 38:2e
5.289E−02
4.684E−03
3.268E−02
8.709E−03
3.589E−02
4.176E−02
7.204E−03
5.530E−03
1.282E−02
2.146E−02

156
762.8/196.1>GPEtn:20:4/18:2
1.193E−01
2.297E−01
1.585E−01
5.619E−01
5.735E−01
5.752E−01
4.034E−01
1.443E−01
3.767E−01
2.573E−01

157
764.8/196.1>GPEtn:20:4/18:1
1.256E−01
1.549E−01
6.536E−02
1.434E−01
1.843E−01
1.852E−01
2.199E−01
5.530E−02
1.665E−01
2.039E−01

158
766.8/196.1>GPEtn:20:4/18:0
2.048E−01
3.045E−01
2.289E−01
5.574E−01
4.452E−01
4.782E−01
5.183E−01
2.102E−01
3.081E−01
3.375E−01

159
768.8/196.1>GPEtn:20:3/18:0
2.244E−01
1.077E−01
6.999E−02
1.745E−01
1.175E−01
1.763E−01
1.941E−01
1.167E−01
8.130E−02
1.772E−01

160
770.6/196.1>GPEtn:20:2/18:0
4.630E−02
4.212E−02
2.333E−02
3.045E−02
1.541E−02
3.250E−02
2.876E−02
7.195E−02
3.419E−02
3.749E−02

161
772.6/196.1>GPEtn:20:1/18:0
5.289E−02
5.156E−02
3.731E−02
3.045E−02
3.589E−02
5.102E−02
2.520E−02
7.747E−02
3.847E−02
1.122E−01

162
776.6/196.1>GPEtn:40:5p, 40:6e
5.289E−02
4.212E−02
1.398E−02
3.045E−02
1.024E−02
4.176E−02
3.598E−02
6.643E−02
3.419E−02
3.749E−02

163
778.6/196.1>GPEtn:40:4p, 40:5e
6.607E−03
2.342E−02
2.333E−02
3.482E−02
2.048E−02
2.787E−02
2.164E−02
1.656E−02
2.992E−02
1.069E−02

164
780.6/196.1>GPEtn:40:3p, 40:4e
1.318E−02
9.350E−03
2.333E−02
1.745E−02
2.565E−02
1.852E−02
2.520E−02
1.656E−02
1.710E−02
2.680E−02

165
784.6/196.1>GPEtn:40:1p, 40:2e
3.963E−02
9.350E−03
3.268E−02
3.482E−02
5.637E−02
1.389E−02
3.598E−02
3.321E−02
3.419E−02
4.826E−02

166
788.8/196.1>GPEtn:22:4/18:3
1.585E−01
6.554E−02
2.805E−02
6.100E−02
8.192E−02
6.963E−02
7.925E−02
4.978E−02
6.420E−02
2.680E−02

167
790.8/196.1>GPEtn:22:4/18:2
1.122E−01
1.594E−01
6.999E−02
4.141E−01
4.559E−01
3.571E−01
3.099E−01
9.973E−02
1.754E−01
1.505E−01

168
792.6/196.1>GPEtn:40:5a
7.934E−02
7.498E−02
7.471E−02
1.523E−01
1.487E−01
2.271E−01
1.585E−01
4.426E−02
7.703E−02
6.438E−02

169
794.6/196.1>GPEtn:40:4a
1.986E−02
7.026E−02
2.805E−02
1.745E−02
5.120E−02
5.102E−02
7.560E−02
4.978E−02
2.565E−02
5.895E−02

170
796.8/196.1>GPEtn:40:3a
1.986E−02
2.814E−02
2.805E−02
3.482E−02
4.613E−02
8.353E−02
6.118E−02
5.530E−02
4.283E−02
6.438E−02

171
798.6/196.1>GPEtn:40:2a
5.289E−02
4.684E−02
1.870E−02
6.100E−02
3.589E−02
4.639E−02
5.761E−02
7.195E−02
1.710E−02
4.292E−02

172
569.4/241.1>GPIns:Lyso 16:1
6.009E−02
8.841E−02
8.547E−02
8.817E−02
1.030E−01
8.694E−02
1.692E−01
8.608E−02
7.247E−02
1.312E−01

173
571.3/241.1>GPIns:Lyso 16:0
2.063E+00
1.874E+00
2.765E+00
2.071E+00
2.454E+00
2.371E+00
2.407E+00
2.919E+00
2.198E+00
3.149E+00

174
595.4/241.1>GPIns:Lyso 18:2
2.773E+00
2.914E+00
4.544E+00
3.267E+00
3.831E+00
3.574E+00
2.938E+00
4.704E+00
3.905E+00
4.238E+00

175
597.4/241.1>GPIns:Lyso 18:1
1.208E+00
1.068E+00
1.078E+00
8.338E−01
8.706E−01
9.725E−01
1.093E+00
1.164E+00
1.039E+00
1.167E+00

176
599.4/241.1>GPIns:Lyso 18:0
2.202E+00
1.811E+00
3.039E+00
2.755E+00
2.784E+00
3.136E+00
3.399E+00
3.315E+00
2.522E+00
3.625E+00

177
619.5/241.1>GPIns:Lyso 20:4
5.690E−01
6.646E−01
1.177E+00
1.311E+00
1.095E+00
1.298E+00
1.568E+00
4.598E−01
9.422E−01
1.062E+00

178
621.5/241.1>GPIns:Lyso 20:3
1.606E−01
1.790E−01
2.624E−01
3.483E−01
1.484E−01
3.090E−01
3.532E−01
8.302E−02
1.496E−01
1.999E−01

179
623.5/241.1>GPIns:Lyso 20:2
2.906E−02
2.771E−02
3.090E−02
4.022E−02
1.766E−02
3.262E−02
3.814E−02
1.827E−02
3.004E−02
3.029E−02

180
625.5/241.1>GPIns:Lyso 20:1
2.636E−02
1.803E−02
2.440E−02
1.864E−02
1.839E−02
1.275E−02
2.036E−02
5.641E−02
2.416E−02
2.661E−02

181
627.5/241.1>GPIns:Lyso 20:0
2.820E−02
8.387E−03
1.741E−02
1.557E−02
1.058E−02
1.471E−02
1.337E−02
1.606E−02
1.061E−02
1.999E−02

182
679.5/241.1>GPIns:Lyso 24:2
3.728E−02
4.966E−02
8.093E−02
5.874E−02
5.788E−02
7.161E−02
5.898E−02
8.841E−02
5.297E−02
1.619E−01

183
835.7/241.1>GPIns:34:1
1.187E+00
1.229E+00
1.302E+00
1.007E+00
8.964E−01
1.183E+00
1.182E+00
1.582E+00
9.923E−01
2.690E+00

184
857.7/241.1>GPIns:36:4
9.392E−01
9.179E−01
1.495E+00
1.028E+00
1.081E+00
1.213E+00
1.287E+00
1.590E+00
9.799E−01
2.991E+00

185
859.8/241.1>GPIns:36:3
8.204E−01
7.909E−01
1.076E+00
7.296E−01
7.210E−01
8.907E−01
7.983E−01
1.278E+00
7.541E−01
2.051E+00

186
861.8/241.1>GPIns:36:2
1.557E+00
1.822E+00
2.038E+00
1.482E+00
1.422E+00
1.623E+00
1.458E+00
2.770E+00
1.782E+00
3.805E+00

187
863.7/241.1>GPIns:36:1
6.254E−01
6.131E−01
4.758E−01
4.255E−01
3.164E−01
4.598E−01
5.285E−01
6.928E−01
5.506E−01
9.209E−01

188
865.8/241.1>GPIns:36:0
6.376E−02
5.874E−02
5.334E−02
4.378E−02
3.029E−02
4.856E−02
5.555E−02
7.321E−02
4.709E−02
8.645E−02

189
873.8/241.1>GPIns:37:3
1.815E−02
1.349E−02
7.713E−03
7.799E−03
4.942E−03
9.589E−03
2.379E−02
1.300E−02
1.471E−02
3.691E−02

190
883.8/241.1>GPIns:38:5
1.643E−01
1.373E−01
2.636E−01
1.668E−01
1.422E−01
1.962E−01
2.882E−01
1.484E−01
1.582E−01
3.912E−01

191
885.8/241.1>GPIns:38:4
9.692E−01
1.189E+00
1.991E+00
2.253E+00
1.613E+00
2.380E+00
2.323E+00
9.183E−01
1.519E+00
3.005E+00

192
887.8/241.1>GPIns:38:3
3.519E−01
4.047E−01
6.217E−01
7.259E−01
3.605E−01
7.811E−01
7.388E−01
3.421E−01
3.679E−01
7.701E−01

193
889.8/241.1>GPIns:38:2
7.186E−02
7.223E−02
9.712E−02
8.633E−02
4.022E−02
8.375E−02
7.787E−02
8.081E−02
6.720E−02
1.263E−01

194
891.8/241.1>GPIns:38:1
6.916E−02
5.481E−02
8.608E−02
6.536E−02
5.641E−02
8.559E−02
7.382E−02
1.864E−01
9.135E−02
1.349E−01

195
893.8/241.1>GPIns:38:0
2.452E−02
2.710E−02
5.273E−02
2.403E−02
3.875E−02
3.961E−02
3.127E−02
6.634E−02
3.127E−02
6.499E−02

196
909.8/241.1>GPIns:40:6
8.645E−02
1.803E−01
1.150E−01
1.643E−01
1.015E−01
2.293E−01
1.496E−01
8.228E−02
1.680E−01
1.754E−01

197
911.8/241.1>GPIns:40:5
7.639E−02
9.614E−02
8.289E−02
1.188E−01
5.996E−02
1.275E−01
1.135E−01
5.947E−02
1.037E−01
1.337E−01

198
913.8/241.1>GPIns:40:4
4.181E−02
4.390E−02
5.273E−02
6.180E−02
4.513E−02
7.603E−02
8.081E−02
6.634E−02
5.003E−02
1.085E−01

199
915.8/241.1>GPIns:40:3
8.559E−02
5.616E−02
9.957E−02
1.062E−01
7.406E−02
1.035E−01
1.435E−01
1.631E−01
7.014E−02
2.600E−01

200
917.8/241.1>GPIns:40:2
7.002E−02
4.059E−02
6.426E−02
4.316E−02
3.666E−02
6.585E−02
5.898E−02
1.029E−01
3.948E−02
1.496E−01

201
919.8/241.1>GPIns:40:1
2.452E−02
3.090E−02
5.910E−02
3.899E−02
3.250E−02
4.341E−02
2.882E−02
8.841E−02
4.476E−02
8.486E−02

202
963.9/241.1>GPInsP:38:5
1.361E−02
6.450E−03
9.638E−03
1.080E−02
1.059E−02
5.751E−03
1.987E−02
1.680E−02
1.594E−02
1.471E−02

203
963.9/321.1>GPInsP:38:5
1.815E−03
1.288E−03
1.288E−03
5.996E−04
1.410E−03
0.000E+00
0.000E+00
7.615E−04
0.000E+00
0.000E+00

204
965.9/241.1>GPInsP:38:4
2.551E−02
2.134E−02
1.410E−02
1.386E−02
1.766E−02
1.852E−02
1.288E−02
1.067E−02
1.361E−02
1.692E−02

205
965.9/321.1>GPInsP:38:4
6.376E−03
5.800E−03
1.288E−03
2.403E−03
6.352E−03
2.551E−03
4.954E−03
3.053E−03
2.943E−03
1.471E−03

206
967.9/241.1>GPInsP:38:3
1.275E−02
1.161E−02
1.606E−02
1.386E−02
1.839E−02
2.367E−02
2.477E−02
2.440E−02
1.533E−02
2.882E−02

207
967.9/321.1>GPInsP:38:3
9.099E−03
4.513E−03
9.001E−03
3.605E−03
8.461E−03
2.551E−03
4.954E−03
9.908E−03
4.120E−03
1.034E−02

208
1045.9/241.1>GPInsP2:38:4
2.735E−03
3.225E−03
1.925E−03
1.803E−03
5.641E−03
5.113E−03
5.947E−03
6.855E−03
4.709E−03
3.691E−03

209
1045.9/321.1>GPInsP2:38:4
9.099E−04
6.450E−04
6.426E−04
5.996E−04
7.051E−04
1.275E−03
0.000E+00
0.000E+00
5.898E−04
1.471E−03

210
1045.9/401.1>GPInsP2:38:4
0.000E+00
6.450E−04
0.000E+00
5.996E−04
7.051E−04
1.275E−03
9.920E−04
1.521E−03
0.000E+00
0.000E+00

211
1047.9/321.1>GPInsP2:38:3
0.000E+00
6.450E−04
0.000E+00
0.000E+00
7.051E−04
6.389E−04
0.000E+00
0.000E+00
5.898E−04
7.382E−04

212
1047.9/401.1>GPInsP2:38:3
4.549E−03
1.288E−03
3.863E−03
2.403E−03
2.820E−03
2.551E−03
4.954E−04
2.281E−03
2.354E−03
2.955E−03

213
1047.9/241.1>GPInsP2:38:3
5.457E−03
2.575E−03
3.213E−03
3.004E−03
1.410E−03
3.838E−03
9.920E−04
6.094E−03
2.354E−03
7.382E−03

214
1125.9/241.1>GPInsP3:38:4
3.642E−03
6.450E−04
3.863E−03
3.605E−03
1.410E−03
1.275E−03
3.470E−03
3.053E−03
1.766E−03
5.162E−03

215
1125.9/321.1>GPInsP3: 38:4
9.099E−04
6.450E−04
6.426E−04
0.000E+00
0.060E+00
1.275E−03
4.954E−04
7.615E−04
1.178E−03
7.382E−04

216
1125.9/401.1>GPInsP3:38:4
0.000E+00
6.450E−04
6.426E−04
5.996E−04
7.051E−04
6.389E−04
4.954E−04
0.000E+00
1.178E−03
7.382E−04

217
1125.9/481.1>GPInsP3:38:4
9.099E−04
4.513E−03
0.000E+00
1.199E−03
7.051E−04
1.275E−03
9.920E−04
1.521E−03
0.000E+00
1.471E−03

218
835.7/281.1>GPIns:34:1
1.610E+00
1.473E+00
1.600E+00
1.145E+00
1.094E+00
1.352E+00
1.365E+00
1.672E+00
1.177E+00
3.013E+00

219
821.8/241.1>GPIns:34:1
1.459E−02
1.619E−02
1.668E−02
1.199E−02
1.410E−02
2.048E−02
1.435E−02
1.754E−02
1.594E−02
4.059E−02

220
494.4/184.1>GPCho:Lyso 16:1
1.637E+00
1.703E+00
2.145E+00
2.183E+00
2.328E+00
2.365E+00
4.231E+00
2.112E+00
1.596E+00
2.393E+00

221
496.4/184.1>GPCho:Lyso 16:0
6.935E+01
6.117E+01
7.010E+01
7.159E+01
7.049E+01
7.535E+01
8.480E+01
7.827E+01
6.294E+01
7.397E+01

222
520.4/184.1>GPCho:Lyso 18:2
7.089E+01
6.294E+01
5.083E+01
5.043E+01
4.397E+01
4.836E+01
4.504E+01
4.463E+01
5.649E+01
4.580E+01

223
522.4/184.1>GPCho:Lyso 18:1
3.542E+01
3.455E+01
3.527E+01
3.503E+01
3.609E+01
3.196E+01
5.131E+01
3.062E+01
3.034E+01
3.141E+01

224
524.4/184.1>GPCho:Lyso 18:0
2.636E+01
2.047E+01
2.317E+01
2.611E+01
2.384E+01
2.860E+01
3.749E+01
3.486E+01
2.336E+01
2.926E+01

225
544.4/184.1>GPCho:Lyso 20:4
1.171E+01
1.649E+01
1.425E+01
1.889E+01
1.462E+01
2.060E+01
2.700E+01
1.011E+01
1.555E+01
1.274E+01

226
568.4/184.1>GPCho:Lyso 22:6
3.985E+00
6.327E+00
5.101E+00
9.473E+00
7.452E+00
1.110E+01
7.758E+00
2.750E+00
8.839E+00
4.028E+00

227
570.4/184.1>GPCho:Lyso 22:5
1.755E+00
2.371E+00
1.968E+00
2.870E+00
2.297E+00
3.604E+00
3.824E+00
1.216E+00
2.934E+00
1.494E+00

228
678.5/184.1>GPCho:28:0
6.446E−01
8.502E−01
3.663E−01
4.349E−01
4.204E−01
4.888E−01
6.332E−01
6.506E−01
4.285E−01
4.404E−01

229
678.5/184.1>GPCho:28:0a
7.251E−01
8.916E−01
4.083E−01
4.966E−01
4.630E−01
5.025E−01
7.231E−01
6.833E−01
4.540E−01
4.488E−01

230
704.6/184.1>GPCho:30:1a
3.547E+01
3.408E+01
3.749E+01
3.611E+01
4.684E+01
3.301E+01
2.863E+01
4.121E+01
4.797E+01
2.579E+01

231
706.6/184.1>GPCho:30:0a
5.060E+00
6.037E+00
3.969E+00
4.691E+00
5.592E+00
4.431E+00
4.770E+00
5.045E+00
4.980E+00
3.182E+00

232
718.6/184.1>GPCho:32:0p, 32:1e
2.057E+00
2.093E+00
2.080E+00
1.690E+00
2.234E+00
1.871E+00
1.647E+00
2.312E+00
2.399E+00
1.732E+00

233
730.8/184.1>GPCho:32:2
4.775E+00
5.860E+00
5.187E+00
6.401E+00
7.162E+00
5.800E+00
5.423E+00
5.541E+00
6.432E+00
5.414E+00

234
732.6/184.1>GPCho:32:1a
1.224E+01
1.564E+01
1.797E+01
2.066E+01
2.492E+01
1.841E+01
2.727E+01
1.690E+01
1.631E+01
1.999E+01

235
732.6/184.1>GPCho:32:0a
1.032E+01
9.732E+00
1.222E+01
1.017E+01
1.321E+01
9.464E+00
1.216E+01
1.263E+01
9.965E+00
9.824E+00

236
742.6/184.1>GPCho:34:2p, 34:3e
1.655E+00
1.300E+00
1.105E+00
6.719E−01
8.549E−01
7.639E−01
8.339E−01
1.204E+00
1.259E+00
1.138E+00

237
744.6/184.1>GPCho:34:1p, 34:2e
7.633E+00
6.496E+00
4.729E+00
3.120E+00
3.330E+00
3.174E+00
3.393E+00
3.727E+00
5.149E+00
5.068E+00

238
746.6/184.1>GPCho:34:0p, 34:1e
7.695E+00
7.676E+00
7.245E+00
6.091E+00
7.027E+00
5.433E+00
6.192E+00
7.384E+00
7.126E+00
6.615E+00

239
748.6/184.1>GPCho:34:0e
1.537E+00
1.471E+00
1.508E+00
1.242E+00
1.511E+00
1.235E+00
1.352E+00
1.765E+00
1.430E+00
1.367E+00

240
756.6/184.1>GPCho:34:3a
2.324E+01
1.234E+01
2.043E+01
1.178E+01
1.368E+01
1.259E+01
1.558E+01
3.099E+01
1.617E+01
2.611E+01

241
758.7/184.1>GPCho:34:2a
2.747E+02
2.517E+02
2.336E+02
2.089E+02
1.871E+02
1.997E+02
1.717E+02
2.030E+02
2.190E+02
2.207E+02

242
760.6/184.1>GPCho:34:1a
1.482E+02
1.530E+02
1.847E+02
1.670E+02
1.625E+02
1.437E+02
2.027E+02
1.296E+02
1.298E+02
1.822E+02

243
762.6/184.1>GPCho:34:0a
1.278E+01
1.331E+01
1.734E+01
1.603E+01
1.550E+01
1.317E+01
2.024E+01
1.232E+01
1.160E+01
1.880E+01

244
768.6/184.1>GPCho:36:3p, 36:4e
9.594E+00
1.161E+01
1.016E+01
7.892E+00
9.177E+00
9.712E+00
9.516E+00
6.486E+00
1.021E+01
8.446E+00

245
770.6/184.1>GPCho:36:2p, 36:3e
6.159E+00
7.123E+00
5.546E+00
4.249E+00
4.292E+00
4.979E+00
4.544E+00
5.074E+00
5.674E+00
5.444E+00

246
772.6/184.1>GPCho:36:1p, 36:2e
9.246E+00
7.952E+00
6.750E+00
5.097E+00
5.969E+00
6.174E+00
5.798E+00
1.022E+01
7.571E+00
8.629E+00

247
774.6/184.1>GPCho:36:0p, 36:1e
5.187E+00
4.651E+00
4.510E+00
4.152E+00
4.721E+00
4.952E+00
5.806E+00
5.890E+00
5.320E+00
5.820E+00

248
782.6/184.1>GPCho:36:4a
5.884E+01
7.095E+01
6.151E+01
7.398E+01
5.602E+01
7.916E+01
9.253E+01
4.185E+01
5.689E+01
7.310E+01

249
784.6/184.1>GPCho:36:3a
6.954E+01
7.521E+01
5.857E+01
6.318E+01
4.065E+01
7.808E+01
7.025E+01
5.403E+01
4.701E+01
7.260E+01

250
786.6/184.1>GPCho:36:2a
1.364E+02
1.218E+02
1.104E+02
1.082E+02
8.781E+01
1.068E+02
1.038E+02
1.192E+02
1.071E+02
1.405E+02

251
788.6/184.1>GPCho:36:1a
5.339E+01
4.459E+01
4.651E+01
4.502E+01
4.290E+01
4.459E+01
6.435E+01
6.164E+01
4.293E+01
6.750E+01

252
790.8/184.1>GPCho:36:0
3.832E+00
3.217E+00
3.449E+00
3.275E+00
3.267E+00
3.332E+00
5.077E+00
4.690E+00
3.304E+00
5.287E+00

253
792.6/184.1>GPCho:38:5p, 38:6e
4.150E+00
4.758E+00
4.219E+00
3.532E+00
4.157E+00
4.200E+00
3.517E+00
3.772E+00
4.551E+00
3.448E+00

254
794.6/184.1>GPCho:38:4p, 38:5e
7.640E+00
1.122E+01
8.661E+00
7.789E+00
8.656E+00
8.151E+00
7.386E+00
6.686E+00
1.014E+01
7.485E+00

255
796.6/184.1>GPCho:38:3p, 38:4e
7.413E+00
1.032E+01
8.187E+00
7.319E+00
8.275E+00
8.166E+00
8.555E+00
6.940E+00
8.665E+00
7.438E+00

256
798.6/184.1>GPCho:38:2p, 38:3e
3.456E+00
3.491E+00
2.957E+00
2.663E+00
2.976E+00
3.384E+00
3.159E+00
4.137E+00
3.135E+00
4.052E+00

257
800.6/184.1>GPCho:38:1p, 38:2e
6.239E+00
4.742E+00
5.068E+00
4.613E+00
5.796E+00
5.802E+00
4.339E+00
7.478E+00
6.901E+00
5.524E+00

258
808.6/184.1>GPCho:38:5a
1.496E+01
2.189E+01
1.862E+01
2.443E+01
1.739E+01
2.892E+01
3.065E+01
1.245E+01
2.016E+01
2.186E+01

259
810.6/184.1>GPCho:38:4a
2.505E+01
3.364E+01
3.273E+01
4.190E+01
3.021E+01
4.506E+01
5.825E+01
2.588E+01
2.997E+01
4.260E+01

260
812.6/184.1>GPCho:38:3a
3.101E+01
3.007E+01
3.216E+01
3.867E+01
3.253E+01
4.379E+01
4.277E+01
3.391E+01
2.815E+01
3.806E+01

261
814.6/184.1>GPCho:38:2a
3.170E+01
3.196E+01
3.578E+01
3.750E+01
4.551E+01
3.630E+01
2.921E+01
4.359E+01
3.790E+01
3.067E+01

262
816.6/184.1>GPCho:38:1a
1.221E+01
1.089E+01
1.191E+01
1.102E+01
1.190E+01
1.371E+01
1.034E+01
1.871E+01
1.262E+01
1.249E+01

263
820.6/184.1>GPCho:40:5p, 40:6e
2.431E+00
3.493E+00
2.293E+00
2.542E+00
2.739E+00
3.170E+00
2.405E+00
2.261E+00
3.217E+00
2.388E+00

264
822.6/184.1>GPCho:40:4p, 40:5e
2.872E+00
3.438E+00
2.321E+00
2.428E+00
2.729E+00
2.619E+00
2.491E+00
3.313E+00
2.993E+00
3.057E+00

265
824.6/184.1>GPCho:40:3p, 40:4e
2.145E+00
2.647E+00
2.023E+00
1.866E+00
2.147E+00
1.901E+00
2.112E+00
2.795E+00
1.954E+00
2.778E+00

266
826.6/184.1>GPCho:40:2p, 40:3e
2.850E+00
2.007E+00
2.104E+00
1.730E+00
2.171E+00
1.870E+00
1.985E+00
4.350E+00
2.121E+00
3.872E+00

267
828.6/184.1>GPCho:40:1p, 40:2e
2.924E+00
2.002E+00
2.341E+00
1.809E+00
2.747E+00
2.291E+00
2.117E+00
4.361E+00
2.407E+00
3.482E+00

268
834.6/184.1>GPCho:40:6a
5.741E+00
7.895E+00
7.872E+00
1.462E+01
9.955E+00
1.582E+01
1.352E+01
5.805E+00
1.068E+01
1.094E+01

269
836.6/184.1>GPCho:40:5a
5.808E+00
5.656E+00
5.348E+00
8.493E+00
6.007E+00
9.381E+00
9.903E+00
6.939E+00
6.353E+00
9.373E+00

270
838.6/184.1>GPCho:40:4a
3.021E+00
2.671E+00
2.685E+00
3.091E+00
2.426E+00
3.774E+00
5.285E+00
4.160E+00
2.564E+00
5.001E+00

271
701.5/184.1>SM:18/16:1
1.225E+01
1.086E+01
1.285E+01
1.445E+01
1.751E+01
1.298E+01
1.079E+01
1.445E+01
1.730E+01
9.218E+00

272
703.5/184.1>SM:18/16:0
8.425E+01
8.268E+01
9.324E+01
8.878E+01
1.158E+02
8.535E+01
7.009E+01
1.009E+02
1.152E+02
6.302E+01

273
703.8/184.4>SM:d18:1/16:0
9.254E+01
9.360E+01
1.013E+02
9.756E+01
1.271E+02
9.568E+01
7.888E+01
1.134E+02
1.285E+02
6.513E+01

274
705.8/184.4>SM:d18:0/16:0
1.376E+01
1.477E+01
1.406E+01
1.481E+01
2.039E+01
1.363E+01
1.150E+01
1.759E+01
1.913E+01
9.047E+00

275
727.6/184.1>SM:18/18:2
7.082E−01
6.879E−01
7.392E−01
5.549E−01
8.334E−01
6.214E−01
5.383E−01
1.165E+00
1.082E+00
6.601E−01

276
729.6/184.1>SM:18/18:1
6.941E+00
7.124E+00
9.445E+00
1.164E+01
1.376E+01
9.681E+00
8.876E+00
1.034E+01
1.237E+01
8.922E+00

277
731.6/184.1>SM:18/18:0
1.618E+01
1.952E+01
2.428E+01
2.846E+01
3.778E+01
2.526E+01
2.323E+01
2.679E+01
2.788E+01
2.195E+01

278
731.8/184.4>SM:d18:1/18:0
1.595E+01
1.936E+01
2.387E+01
2.833E+01
3.828E+01
2.548E+01
2.376E+01
2.734E+01
2.765E+01
2.079E+01

279
733.8/184.4>SM:d18:0/18:0
4.217E+00
5.656E+00
6.553E+00
7.967E+00
1.086E+01
6.744E+00
1.046E+01
7.289E+00
6.322E+00
7.256E+00

280
757.6/184.1>SM:18/20:1
7.651E+00
5.437E+00
7.778E+00
6.355E+00
6.890E+00
6.131E+00
5.948E+00
1.019E+01
7.082E+00
8.403E+00

281
759.6/184.1>SM:18/20:0
1.243E+02
1.247E+02
1.123E+02
1.096E+02
9.381E+01
1.037E+02
8.415E+01
1.010E+02
1.102E+02
1.173E+02

282
759.8/184.4>SM:d18:1/20:0
1.087E+02
1.107E+02
9.720E+01
9.749E+01
8.677E+01
9.201E+01
7.638E+01
8.955E+01
9.949E+01
1.029E+02

283
761.8/184.4>SM:d18:0/20:0
4.142E+01
4.657E+01
5.688E+01
5.403E+01
5.074E+01
4.477E+01
6.800E+01
3.895E+01
3.974E+01
6.283E+01

284
773.6/184.1>SM:18/21:0
6.759E+00
5.632E+00
5.200E+00
5.060E+00
5.647E+00
6.797E+00
5.645E+00
7.592E+00
7.217E+00
5.561E+00

285
787.6/184.1>SM:18/22:0
7.878E+01
7.458E+01
6.946E+01
6.958E+01
6.394E+01
7.559E+01
6.905E+01
8.244E+01
7.458E+01
8.280E+01

286
787.9/184.4>SM:d1:1/22:0
5.711E+01
6.028E+01
5.548E+01
5.569E+01
5.267E+01
6.203E+01
5.464E+01
6.662E+01
6.003E+01
6.141E+01

287
789.9/184.4>SM:d18:0/22:0
9.387E+00
8.420E+00
8.592E+00
8.674E+00
8.277E+00
8.869E+00
1.371E+01
1.152E+01
8.311E+00
1.353E+01

288
813.6/184.1>SM:18/24:1
5.878E+01
6.382E+01
6.974E+01
7.419E+01
9.018E+01
7.462E+01
5.848E+01
7.872E+01
7.536E+01
5.301E+01

289
813.9/184.4>SM:d18:1/24:1
4.760E+01
5.234E+01
5.969E+01
6.186E+01
7.977E+01
6.062E+01
4.485E+01
6.446E+01
6.409E+01
4.141E+01

290
815.6/184.1>SM:18/24:0
1.824E+01
2.169E+01
2.128E+01
2.177E+01
2.471E+01
2.730E+01
1.842E+01
2.787E+01
2.363E+01
1.608E+01

291
815.9/184.4>SM:d18:0/24:1
1.452E+01
1.837E+01
1.764E+01
1.757E+01
2.079E+01
2.240E+01
1.503E+01
2.335E+01
2.032E+01
1.286E+01

292
817.9/184.4>SM:d18:0/24:0
2.223E+00
2.054E+00
2.247E+00
2.024E+00
2.084E+00
2.449E+00
1.976E+00
3.560E+00
2.383E+00
2.787E+00

293
841.9/184.4>SM:d18:1/26:1
1.974E+00
1.274E+00
1.569E+00
1.439E+00
1.796E+00
1.587E+00
1.730E+00
3.555E+00
1.657E+00
2.446E+00

294
843.9/184.4>SM:d18:0/26:1
1.828E+00
1.607E+00
1.846E+00
1.480E+00
1.358E+00
1.599E+00
1.422E+00
2.427E+00
1.663E+00
3.148E+00

295
843.9/184.4>SM:d18:1/26:0
1.759E+00
1.638E+00
1.847E+00
1.456E+00
1.351E+00
1.619E+00
1.444E+00
2.364E+00
1.665E+00
3.157E+00

296
845.9/184.4>SM:d18:0/26:0
9.804E−01
9.868E−01
1.470E+00
1.082E+00
1.056E+00
1.056E+00
1.265E+00
1.332E+00
1.067E+00
2.489E+00

297
538.7/264.4>Cer:d18:1/16:0
4.073E−01
3.718E−01
5.463E−01
2.975E−01
4.902E−01
3.030E−01
2.753E−01
4.580E−01
4.999E−01
3.840E−01

298
540.7/266.4>Cer:d18:0/16:0
2.617E−02
2.231E−02
2.117E−02
1.776E−02
2.617E−02
1.630E−02
1.223E−02
1.929E−02
2.467E−02
7.830E−03

299
566.7/264.4>Cer:d18:1/18:0
8.731E−02
8.323E−02
1.418E−01
1.450E−01
2.395E−01
1.203E−01
1.304E−01
1.562E−01
1.405E−01
1.392E−01

300
568.7/266.4>Cer:d18:0/18:0
7.594E−03
5.299E−03
5.942E−03
7.337E−03
1.667E−02
3.690E−03
9.224E−03
1.178E−02
9.396E−03
3.926E−03

301
594.7/264.4>Cer:d18:1/20:0
7.830E−02
8.924E−02
9.589E−02
9.847E−02
1.409E−01
9.203E−02
8.752E−02
1.274E−01
9.825E−02
7.658E−02

302
596.7/266.4>Cer:d18:0/20:0
2.130E−02
1.611E−02
2.617E−02
1.450E−02
1.667E−02
2.446E−02
3.432E−02
2.617E−02
3.990E−02
7.122E−03

303
622.8/264.4>Cer:d18:1/22:0
3.087E−01
3.659E−01
3.494E−01
3.073E−01
3.771E−01
3.440E−01
3.715E−01
3.418E−01
4.144E−01
2.019E−01

304
624.8/266.4>Cer:d18:0/22:0
5.256E−03
3.604E−03
9.031E−03
4.097E−03
5.277E−03
5.878E−03
6.929E−03
4.290E−03
4.076E−03
5.706E−03

305
648.9/264.4>Cer:d18:1/24:1
5.051E−01
6.391E−01
6.048E−01
6.406E−01
8.047E−01
4.831E−01
5.284E−01
5.756E−01
7.624E−01
3.470E−01

306
650.9/266.4>Cer:d18:0/24:1
3.883E−02
4.248E−02
3.861E−02
4.870E−02
6.114E−02
4.076E−02
4.226E−02
3.797E−02
4.355E−02
1.549E−02

307
650.9/264.4>Cer:d18:1/24:0
2.401E+00
3.066E+00
1.838E+00
2.323E+00
1.964E+00
2.717E+00
2.316E+00
1.752E+00
2.928E+00
6.131E−01

308
652.9/266.4>Cer:d18:0/24:0
3.583E−02
4.805E−02
3.025E−02
3.883E−02
3.883E−02
4.934E−02
4.183E−02
2.767E−02
4.827E−02
1.068E−02

309
676.9/264.4>Cer:d18:1/26:1
5.835E−03
6.157E−03
7.380E−03
6.479E−03
9.546E−03
4.998E−03
7.380E−03
9.117E−03
6.328E−03
4.441E−03

310
678.9/266.4>Cer:d18:0/26:1
6.715E−03
3.604E−03
2.853E−03
3.583E−03
3.647E−03
2.617E−03
3.926E−03
3.754E−03
2.660E−03
2.488E−03

311
678.9/264.4>Cer:d18:1/26:0
2.042E−03
1.907E−03
1.903E−03
5.127E−04
8.130E−04
3.046E−03
1.154E−03
2.143E−03
2.042E−03
7.122E−04

312
680.9/266.4>Cer:d18:0/26:0
1.459E−03
8.474E−04
1.665E−03
1.708E−04
8.130E−04
2.167E−04
4.612E−04
1.070E−03
2.042E−04
3.561E−04

313
700.7/264.4>MonoHexCer:d18:1/16:0
2.466E−01
2.260E−01
1.926E−01
1.512E−01
3.350E−01
1.609E−01
1.336E−01
2.400E−01
2.578E−01
4.483E−02

314
702.7/266.4>MonoHexCer:d18:0/16:0
1.781E−02
8.259E−03
7.144E−03
5.299E−03
1.321E−02
7.616E−03
7.616E−03
1.206E−02
1.184E−02
3.561E−03

315
728.7/264.4>MonoHexCer:d18:1/18:0
4.762E−02
5.792E−02
2.917E−02
3.690E−02
5.942E−02
4.076E−02
3.583E−02
4.762E−02
5.427E−02
1.246E−02

316
730.7/266.4>MonoHexCer:d18:0/18:0
4.076E−03
1.697E−03
1.188E−03
1.367E−03
2.231E−03
2.381E−03
2.317E−03
2.682E−03
2.252E−03
8.903E−04

317
756.7/264.4>MonoHexCer:d18:1/20:0
4.955E−02
4.998E−02
2.338E−02
4.054E−02
5.384E−02
3.583E−02
2.939E−02
4.097E−02
4.119E−02
1.139E−02

318
758.7/266.4>MonoHexCer:d18:0/20:0
1.459E−03
1.697E−03
3.089E−03
1.708E−03
2.853E−03
4.569E−03
2.317E−03
3.475E−03
3.883E−03
1.602E−03

319
784.8/264.4>MonoHexCer:d18:1/22:0
3.011E−01
3.052E−01
1.944E−01
1.635E−01
3.145E−01
2.515E−01
1.851E−01
3.511E−01
3.564E−01
7.251E−02

320
786.8/266.4>MonoHexCer:d18:0/22:0
8.752E−04
2.119E−04
7.144E−04
1.195E−03
1.017E−03
4.355E−04
9.224E−04
1.339E−03
1.429E−03
1.781E−04

321
810.9/264.4>MonoHexCer:d18:1/24:1
3.286E−01
3.926E−01
2.059E−01
2.178E−01
4.791E−01
2.260E−01
1.429E−01
3.372E−01
4.158E−01
6.993E−02

322
812.9/266.4>MonoHexCer:d18:0/24:1
8.752E−03
1.356E−02
8.323E−03
5.814E−03
1.300E−02
9.353E−03
5.084E−03
1.098E−02
1.714E−02
2.853E−03

323
812.9/264.4>MonoHexCer:d18:1/24:0
3.478E−01
4.218E−01
2.205E−01
1.847E−01
3.190E−01
2.873E−01
2.102E−01
3.653E−01
4.193E−01
6.757E−02

324
814.9/266.4>MonoHexCer:d18:0/24:0
1.489E−02
1.463E−02
7.380E−03
8.195E−03
8.731E−03
7.165E−03
6.929E−03
9.117E−03
9.804E−03
3.389E−03

325
838.9/264.4>MonoHexCer:d18:1/26:1
2.252E−02
1.802E−02
1.474E−02
1.502E−02
1.686E−02
1.716E−02
7.851E−03
1.500E−02
1.695E−02
6.050E−03

326
840.9/266.4>MonoHexCer:d18:0/26:1
1.459E−03
1.697E−03
1.903E−03
1.367E−03
1.422E−03
1.304E−03
2.531E−03
2.143E−03
1.429E−03
7.122E−04

327
840.9/264.4>MonoHexCer:d18:1/26:0
2.446E−02
2.231E−02
1.427E−02
1.980E−02
2.531E−02
2.381E−02
2.077E−02
1.849E−02
2.317E−02
7.658E−03

328
842.9/266.4>MonoHexCer:d18:0/26:0
1.167E−03
2.746E−03
2.381E−03
1.367E−03
2.446E−03
1.304E−03
2.767E−03
2.682E−03
1.836E−03
7.122E−04

329
862.7/264.4>DiHexCer:d18:1/16:0
4.488E−01
5.798E−01
4.963E−01
4.959E−01
8.273E−01
3.323E−01
3.357E−01
6.851E−01
6.499E−01
1.377E−01

330
864.7/266.4>DiHexCer:d18:0/16:0
5.535E−03
7.422E−03
4.526E−03
4.441E−03
9.546E−03
6.307E−03
5.771E−03
8.045E−03
7.144E−03
2.488E−03

331
890.7/264.4>DiHexCer:d18:1/18:0
3.540E−02
4.548E−02
3.561E−02
4.248E−02
6.715E−02
4.505E−02
4.677E−02
4.505E−02
5.535E−02
1.264E−02

332
892.7/266.4>DiHexCer:d18:0/18:0
5.835E−04
1.272E−03
1.903E−03
5.127E−04
1.626E−03
8.688E−04
1.384E−03
2.682E−03
6.114E−04
3.561E−04

333
918.7/264.4>DiHexCer:d18:1/20:0
3.025E−02
3.175E−02
2.360E−02
3.046E−02
4.870E−02
3.282E−02
3.604E−02
2.982E−02
3.518E−02
1.122E−02

334
920.7/266.4>DiHexCer:d18:0/20:0
1.459E−03
8.474E−04
4.762E−04
8.538E−04
4.054E−04
2.167E−04
6.929E−04
2.682E−04
2.042E−04
3.561E−04

335
946.8/264.4>DiHexCer:d18:1/22:0
5.942E−02
6.564E−02
4.891E−02
4.333E−02
7.380E−02
7.101E−02
5.792E−02
8.216E−02
8.881E−02
1.798E−02

336
948.8/266.4>D1HexCer:d18:0/22:0
7.294E−03
3.604E−03
4.290E−03
3.754E−03
2.032E−03
4.119E−03
4.848E−03
4.548E−03
3.068E−03
1.602E−03

337
972.9/264.4>DiHexCer:d18:1/24:1
1.030E−01
1.356E−01
1.167E−01
9.782E−02
1.920E−01
9.718E−02
7.465E−02
1.690E−01
1.750E−01
2.553E−02

338
974.9/266.4>DiHexCer:d18:0/24:1
2.617E−03
2.338E−03
1.188E−03
1.536E−03
3.861E−03
8.688E−04
1.384E−03
2.403E−03
1.429E−03
8.903E−04

339
974.9/264.4>DiHexCer:d18:1/24:0
5.277E−02
7.658E−02
5.191E−02
5.191E−02
7.916E−02
7.058E−02
5.234E−02
6.607E−02
9.310E−02
1.461E−02

340
976.9/266.4>DiHexCer:d18:0/24:0
6.715E−03
2.960E−03
3.325E−03
2.724E−03
3.861E−03
3.046E−03
3.926E−03
3.218E−03
4.891E−03
5.342E−04

341
1000.9/264.4>DiHexCer:d18:1/26:1
1.489E−02
1.146E−02
8.323E−03
7.680E−03
1.077E−02
6.950E−03
8.774E−03
1.206E−02
1.062E−02
5.342E−03

342
1002.9/266.4>DiHexCer:d18:0/26:1
1.750E−03
8.474E−04
1.427E−03
8.538E−04
8.130E−04
8.688E−04
2.317E−03
1.070E−03
1.021E−03
1.068E−03

343
1002.9/264.4>DiHexCer:d18:1/26:0
8.452E−03
8.903E−03
9.267E−03
9.396E−03
1.158E−02
1.238E−02
8.066E−03
1.420E−02
9.997E−03
8.731E−03

344
1004.9/266.4>DiHexCer:d18:0/26:0
2.917E−04
4.248E−04
4.762E−04
0.000E+00
8.130E−04
2.167E−04
1.154E−03
2.682E−04
0.000E+00
7.122E−04

L
M
N
O
P
Q
R
S
T
U
V
W
X

1
CA259
CA269
13615
14660
13551
14649
14534
14432
CA057
CA274
13835
13848
13805

2
Control
Control
Late Malignant
Early
Late
Early
Early
Early
Control
Control
Late
Late
Late Malignant

Malignant
Malignant
Malignant
Malignant
Malignant

Malignant
Malignant

3
0
0
3
2
3
2
2
2
0
0
3
3
3

4
1
1
−1
−1
−1
−1
−1
−1
1
1
−1
−1
−1

5
2.376E+00
2.438E+00
2.729E+00
2.085E+00
2.025E+00
1.523E+00
2.427E+00
2.572E+00
2.973E+00
1.897E+00
2.961E+00
2.393E+00
2.684E+00

6
1.470E+00
1.212E+00
7.377E−01
4.163E−01
3.766E−01
7.271E−01
7.200E−01
8.278E−01
1.726E+00
6.088E−01
5.194E−01
7.252E−01
8.026E−01

7
3.047E−01
4.775E−01
3.058E−01
1.717E−01
2.178E−01
2.886E−01
2.639E−01
2.800E−01
3.605E−01
1.974E−01
2.028E−01
3.047E−01
3.519E−01

8
1.881E+00
1.373E+00
2.671E+00
2.868E+00
1.100E+00
1.111E+00
1.572E+00
1.193E+00
1.374E+00
2.216E+00
4.474E+00
1.507E+00
1.663E+00

9
3.283E−02
2.350E−02
2.457E−02
2.361E−02
1.588E−02
1.395E−02
2.124E−02
1.534E−02
4.442E−02
2.886E−02
4.099E−02
3.433E−02
2.725E−02

10
3.283E−02
3.444E−02
8.187E−03
3.380E−03
9.067E−03
3.262E−02
2.178E−02
1.127E−02
1.545E−02
1.813E−02
1.363E−02
1.459E−02
9.356E−03

11
2.371E−02
2.350E−02
1.738E−02
3.380E−03
1.058E−02
1.545E−02
1.534E−02
1.534E−02
2.039E−02
1.524E−02
6.835E−03
1.277E−02
1.105E−02

12
1.288E−02
1.127E−02
9.206E−03
1.148E−02
7.554E−03
8.552E−03
1.137E−02
9.442E−03
1.234E−02
7.833E−03
1.459E−02
9.549E−03
1.448E−02

13
1.781E−02
7.833E−03
3.176E−02
3.509E−02
1.438E−02
7.489E−03
1.234E−02
1.298E−02
1.792E−02
2.843E−02
5.268E−02
1.910E−02
1.867E−02

14
6.620E−02
6.094E−02
4.710E−02
4.056E−02
4.764E−02
3.906E−02
4.345E−02
6.084E−02
1.084E−01
3.627E−02
3.412E−02
5.665E−02
4.249E−02

15
9.152E−03
8.273E−03
6.137E−03
2.704E−03
5.290E−03
4.807E−03
4.936E−03
2.951E−03
1.352E−02
8.240E−03
1.567E−02
6.363E−03
6.803E−03

16
1.609E−03
4.356E−04
4.088E−03
0.000E+00
0.000E+00
1.070E−03
0.000E+00
3.541E−03
6.170E−04
0.000E+00
0.000E+00
0.000E+00
0.000E+00

17
1.023E−02
6.094E−03
1.438E−02
6.749E−03
3.777E−03
8.015E−03
5.440E−03
8.852E−03
5.547E−03
7.833E−03
4.882E−03
7.006E−03
1.021E−02

18
2.747E−02
3.745E−02
7.779E−02
4.657E−02
4.303E−02
5.397E−02
2.124E−02
4.485E−02
3.766E−02
3.004E−02
4.099E−02
5.279E−02
3.830E−02

19
1.599E−01
1.813E−01
1.341E−01
1.116E−01
1.406E−01
1.005E−01
1.320E−01
1.663E−01
1.974E−01
9.356E−02
1.202E−01
1.427E−01
1.899E−01

20
5.386E−04
1.738E−03
2.049E−03
1.352E−03
3.026E−03
5.343E−04
2.961E−03
5.901E−04
1.234E−03
8.240E−04
5.858E−03
1.277E−03
8.509E−04

21
2.747E−02
2.350E−02
2.350E−02
1.212E−02
1.212E−02
3.101E−02
9.388E−03
1.298E−02
2.092E−02
1.685E−02
1.459E−02
1.341E−02
2.382E−02

22
3.766E−03
2.178E−03
7.167E−03
2.704E−03
7.554E−03
2.672E−03
2.961E−03
1.770E−03
3.702E−03
2.060E−03
6.835E−03
4.453E−03
4.249E−03

23
5.494E−02
5.708E−02
6.856E−02
3.509E−02
4.002E−02
4.807E−02
4.249E−02
3.895E−02
8.391E−02
2.350E−02
7.908E−02
4.388E−02
6.556E−02

24
1.255E−01
1.481E−01
1.191E−01
1.159E−01
1.341E−01
1.116E−01
8.101E−02
1.212E−01
9.367E−02
7.092E−02
1.015E−01
8.788E−02
9.871E−02

25
3.927E−02
4.657E−02
1.738E−02
1.888E−02
9.067E−03
3.155E−02
1.137E−02
3.015E−02
5.365E−02
1.899E−02
1.953E−02
1.406E−02
2.382E−02

26
2.961E−02
1.738E−02
2.661E−02
1.888E−02
1.588E−02
1.395E−02
2.028E−02
1.534E−02
2.039E−02
9.067E−03
2.639E−02
2.039E−02
1.620E−02

27
4.839E−03
1.045E−02
2.049E−03
4.732E−03
3.777E−03
6.953E−03
6.921E−03
7.672E−03
3.702E−03
5.773E−03
5.858E−03
1.910E−03
5.107E−03

28
4.571E−02
5.923E−02
3.584E−02
3.648E−02
1.964E−02
3.262E−02
2.521E−02
2.715E−02
4.313E−02
2.725E−02
3.616E−02
2.994E−02
2.468E−02

29
7.371E−02
6.309E−02
4.710E−02
3.036E−02
3.176E−02
4.388E−02
2.715E−02
3.895E−02
7.210E−02
2.843E−02
4.689E−02
4.324E−02
3.401E−02

30
9.152E−02
1.459E−01
8.498E−02
1.116E−01
1.406E−01
1.000E−01
8.197E−02
1.057E−01
9.120E−02
8.863E−02
8.004E−02
8.916E−02
6.384E−02

31
1.180E−01
2.167E−01
1.073E−01
1.363E−01
1.695E−01
1.016E−01
8.798E−02
1.341E−01
9.067E−02
7.747E−02
9.378E−02
8.852E−02
3.745E−02

32
1.202E−01
8.015E−02
9.614E−02
9.721E−02
6.577E−02
3.530E−02
5.536E−02
7.672E−02
7.092E−02
9.485E−02
1.513E−01
7.639E−02
6.717E−02

33
2.318E−02
1.781E−02
1.642E−02
9.453E−03
6.803E−03
9.624E−03
9.882E−03
1.245E−02
6.781E−03
1.159E−02
1.266E−02
1.459E−02
4.249E−03

34
5.708E−01
5.333E−01
9.199E−01
8.625E−01
7.708E−01
4.742E−01
5.526E−01
7.361E−01
6.599E−01
6.343E−01
8.690E−01
8.111E−01
5.687E−01

35
1.148E−01
1.395E−01
7.468E−02
1.105E−01
8.541E−02
8.069E−02
9.045E−02
8.208E−02
8.262E−02
7.296E−02
1.223E−01
9.227E−02
4.506E−02

36
7.532E−03
1.395E−02
7.167E−03
4.732E−03
1.363E−02
1.070E−02
8.895E−03
5.901E−03
4.313E−03
1.072E−02
9.764E−03
5.097E−03
2.554E−03

37
1.781E−02
1.695E−02
1.738E−02
1.148E−02
1.438E−02
1.599E−02
1.384E−02
2.071E−02
1.727E−02
1.320E−02
1.953E−02
1.341E−02
2.124E−02

38
4.785E−02
3.219E−02
7.575E−02
3.852E−02
2.564E−02
2.189E−02
2.371E−02
2.425E−02
2.961E−02
2.800E−02
3.809E−02
2.414E−02
2.725E−02

39
1.127E−01
6.577E−02
2.972E−02
5.805E−02
6.041E−02
5.558E−02
9.388E−02
6.202E−02
1.042E−01
7.414E−02
2.436E−02
7.704E−02
7.060E−02

40
1.341E−01
1.341E−01
1.212E−01
2.114E−01
2.189E−01
1.427E−01
1.524E−01
1.738E−01
1.717E−01
1.234E−01
8.101E−02
1.427E−01
1.481E−01

41
4.410E−02
3.959E−02
3.584E−02
3.648E−02
4.227E−02
3.798E−02
3.015E−02
3.015E−02
3.820E−02
1.899E−02
4.195E−02
3.948E−02
2.039E−02

42
5.386E−04
8.712E−04
2.049E−03
1.352E−03
0.000E+00
1.070E−03
1.974E−03
1.770E−03
6.170E−04
8.240E−04
1.953E−03
2.543E−03
5.955E−03

43
7.613E−03
1.211E−02
2.752E−02
1.343E−02
4.887E−03
6.147E−03
8.642E−03
5.375E−03
6.790E−03
1.245E−02
2.083E−02
1.237E−02
1.204E−02

44
3.738E−01
3.128E−01
1.600E+00
4.246E−01
3.828E−01
2.264E−01
3.442E−01
3.340E−01
4.308E−01
3.719E−01
6.303E−01
4.616E−01
5.225E−01

45
2.109E−01
1.637E−01
5.960E−01
1.116E−01
9.542E−02
1.340E−01
1.283E−01
1.353E−01
2.586E−01
1.467E−01
2.493E−01
1.682E−01
2.290E−01

46
1.199E−01
1.416E−01
4.702E−01
1.453E−01
1.142E−01
9.876E−02
1.463E−01
9.953E−02
1.103E−01
1.304E−01
3.908E−01
1.595E−01
1.502E−01

47
2.955E−01
2.235E−01
1.216E+00
3.299E−01
2.848E−01
2.009E−01
2.422E−01
2.310E−01
3.127E−01
2.508E−01
5.067E−01
3.411E−01
3.565E−01

48
4.064E−02
3.369E−02
9.748E−02
2.299E−02
1.847E−02
2.320E−02
3.241E−02
2.009E−02
3.961E−02
2.855E−02
3.909E−02
3.626E−02
3.266E−02

49
1.006E−02
1.181E−02
6.070E−02
1.116E−02
7.613E−03
6.661E−03
1.456E−02
1.217E−02
2.217E−02
7.896E−03
2.176E−02
1.739E−02
1.713E−02

50
2.451E−03
4.269E−03
1.006E−02
3.241E−03
1.993E−03
4.861E−03
6.404E−03
2.407E−03
7.536E−03
3.163E−03
6.790E−03
3.961E−03
5.915E−03

51
1.098E−01
2.779E−01
1.209E−01
2.281E−01
9.542E−02
1.557E−01
1.795E−01
1.106E−01
5.375E−02
2.966E−01
1.257E−01
1.664E−01
1.834E−01

52
2.572E−03
5.015E−03
6.121E−03
4.707E−03
1.088E−03
3.086E−03
4.038E−03
1.556E−03
1.183E−03
6.121E−03
4.912E−03
3.806E−03
4.475E−03

53
6.919E−02
7.227E−02
1.253E−01
1.245E−01
1.219E−01
7.664E−02
7.150E−02
1.106E−01
9.542E−02
7.793E−02
1.175E−01
1.121E−01
1.049E−01

54
4.394E+00
4.505E+00
2.714E+00
3.958E+00
4.395E+00
4.231E+00
4.844E+00
5.746E+00
5.833E+00
4.226E+00
2.962E+00
4.359E+00
4.479E+00

55
4.176E−01
6.597E−01
3.542E−01
5.977E−01
5.983E−01
4.779E−01
6.216E−01
5.620E−01
4.202E−01
6.270E−01
4.093E−01
5.683E−01
5.366E−01

56
1.865E−01
1.516E−01
1.155E−01
1.422E−01
1.353E−01
1.503E−01
1.618E−01
1.887E−01
2.184E−01
1.591E−01
1.151E−01
1.417E−01
1.767E−01

57
2.369E+00
4.050E+00
2.451E+00
3.954E+00
4.349E+00
3.237E+00
4.160E+00
4.025E+00
2.911E+00
3.846E+00
2.456E+00
3.734E+00
3.780E+00

58
2.803E−02
5.710E−02
8.076E−02
6.481E−02
3.961E−02
3.626E−02
5.787E−02
2.932E−02
3.266E−02
4.707E−02
8.770E−02
5.350E−02
4.681E−02

59
6.018E−02
8.513E−02
3.729E−02
7.587E−02
7.433E−02
5.710E−02
7.973E−02
7.819E−02
6.764E−02
6.816E−02
4.990E−02
7.047E−02
7.279E−02

60
3.549E−02
3.163E−02
5.941E−02
5.710E−02
5.427E−02
3.729E−02
3.704E−02
4.141E−02
4.192E−02
3.935E−02
4.732E−02
5.504E−02
5.633E−02

61
1.565E+00
1.026E+00
4.800E−01
8.062E−01
1.086E+00
1.229E+00
1.508E+00
1.126E+00
1.157E+00
1.110E+00
5.268E−01
1.124E+00
9.090E−01

62
5.067E−01
4.282E−01
2.426E−01
2.846E−01
2.748E−01
4.911E−01
2.795E−01
2.883E−01
4.896E−01
3.279E−01
2.577E−01
3.009E−01
3.616E−01

63
1.613E−02
1.034E−02
1.399E−02
1.036E−02
1.088E−02
1.255E−02
1.078E−02
9.208E−03
1.271E−02
9.979E−03
1.170E−02
1.114E−02
1.101E−02

64
3.851E+00
3.109E+00
1.283E+00
2.340E+00
2.621E+00
3.703E+00
2.301E+00
2.660E+00
2.984E+00
2.759E+00
1.767E+00
2.526E+00
2.331E+00

65
1.487E−01
1.485E−01
1.673E−01
1.103E−01
1.178E−01
1.363E−01
1.085E−01
1.078E−01
1.499E−01
1.431E−01
1.526E−01
1.240E−01
1.294E−01

66
6.036E−01
1.161E+00
3.370E−01
6.544E−01
6.974E−01
1.102E+00
5.720E−01
5.124E−01
4.295E−01
7.403E−01
4.819E−01
6.286E−01
4.958E−01

67
5.633E−02
9.362E−02
1.405E−01
9.362E−02
7.021E−02
6.430E−02
6.919E−02
4.835E−02
5.118E−02
7.793E−02
1.432E−01
8.976E−02
7.870E−02

68
2.345E−01
1.806E−01
3.355E−01
2.757E−01
2.886E−01
2.394E−01
1.317E−01
1.703E−01
2.082E−01
1.853E−01
3.225E−01
2.547E−01
2.086E−01

69
1.091E+00
5.640E−01
2.176E−01
4.151E−01
6.076E−01
9.569E−01
6.623E−01
5.269E−01
5.452E−01
5.271E−01
2.701E−01
5.795E−01
3.722E−01

70
4.192E−02
3.086E−02
4.424E−02
3.035E−02
3.781E−02
4.295E−02
3.755E−02
2.803E−02
2.906E−02
3.626E−02
4.038E−02
3.575E−02
3.395E−02

71
5.941E−03
6.250E−03
1.471E−02
9.053E−03
7.073E−03
4.604E−03
9.130E−03
8.359E−03
1.211E−02
4.938E−03
7.253E−03
1.160E−02
8.359E−03

72
2.194E−03
2.598E−03
4.424E−03
1.618E−03
2.173E−03
3.344E−03
3.678E−03
2.407E−03
4.887E−03
3.163E−03
3.498E−03
2.906E−03
5.092E−03

73
1.693E−03
9.165E−04
0.000E+00
1.422E−03
3.183E−03
1.682E−03
1.040E−03
3.104E−03
1.298E−03
0.000E+00
0.000E+00
0.000E+00
3.578E−03

74
5.666E−03
8.239E−03
4.300E−03
1.275E−02
4.774E−03
3.375E−03
4.673E−03
7.449E−03
7.133E−03
3.036E−03
3.081E−03
2.675E−03
6.264E−03

75
7.133E−02
1.648E−01
6.456E−02
9.312E−02
7.314E−02
6.016E−02
6.185E−02
9.255E−02
5.971E−02
3.386E−02
1.196E−01
6.230E−02
2.506E−02

76
9.289E−02
2.551E−01
6.783E−02
2.404E−01
1.230E−01
9.447E−02
1.029E−01
1.591E−01
9.797E−02
5.113E−02
2.438E−01
9.176E−02
4.210E−02

77
7.923E−03
2.246E−02
2.156E−03
5.688E−03
3.183E−03
7.314E−03
1.874E−02
1.366E−02
1.230E−02
7.799E−03
1.749E−02
4.018E−03
3.578E−03

78
0.000E+00
4.582E−04
0.000E+00
7.099E−04
0.000E+00
0.000E+00
5.192E−04
0.000E+00
6.490E−04
8.668E−04
4.108E−03
1.343E−03
0.000E+00

79
4.526E−03
2.291E−03
3.228E−03
2.844E−03
3.973E−03
2.810E−03
1.040E−03
5.587E−03
0.000E+00
1.738E−03
1.027E−03
2.675E−03
2.686E−03

80
1.693E−03
1.828E−03
3.228E−03
2.133E−03
3.183E−03
5.621E−04
0.000E+00
1.862E−03
6.490E−04
0.000E+00
3.081E−03
6.693E−04
0.000E+00

81
6.795E−03
1.008E−02
2.370E−02
4.977E−03
1.113E−02
6.185E−03
5.722E−03
8.070E−03
7.788E−03
6.501E−03
1.851E−02
1.071E−02
8.059E−03

82
4.526E−03
7.325E−03
7.540E−03
2.844E−03
5.564E−03
2.246E−03
9.357E−03
1.119E−02
3.239E−03
3.905E−03
4.108E−03
2.675E−03
2.686E−03

83
1.129E−03
4.582E−03
1.077E−03
4.977E−03
5.564E−03
1.125E−03
4.153E−03
3.104E−03
3.239E−03
1.298E−03
4.108E−03
0.000E+00
8.950E−04

84
5.090E−03
8.239E−03
1.077E−02
1.490E−02
1.433E−02
6.749E−03
4.673E−03
4.345E−03
7.788E−03
6.501E−03
1.749E−02
6.693E−03
8.950E−03

85
1.129E−03
1.828E−03
2.156E−03
3.555E−03
3.183E−03
5.621E−04
1.558E−03
4.966E−03
2.596E−03
4.334E−04
4.108E−03
3.352E−03
8.950E−04

86
7.359E−03
2.427E−02
1.077E−02
2.065E−02
1.670E−02
1.298E−02
6.242E−03
2.111E−02
7.788E−03
5.632E−03
1.129E−02
8.702E−03
1.795E−03

87
4.526E−02
1.174E−01
4.086E−02
6.817E−02
8.431E−02
4.786E−02
4.368E−02
7.020E−02
4.605E−02
3.465E−02
4.312E−02
2.540E−02
1.253E−02

88
9.628E−03
1.603E−02
9.684E−03
1.851E−02
8.747E−03
7.878E−03
7.280E−03
4.345E−03
4.537E−03
7.370E−03
1.027E−02
6.693E−03
4.470E−03

89
1.580E−02
2.652E−02
4.300E−03
2.415E−02
2.223E−02
7.314E−03
1.140E−02
2.302E−02
1.885E−02
8.668E−03
1.535E−02
9.379E−03
6.264E−03

90
2.551E−02
9.436E−02
1.828E−02
4.977E−02
4.210E−02
2.472E−02
3.950E−02
4.537E−02
2.980E−02
3.160E−02
4.413E−02
1.535E−02
1.074E−02

91
9.628E−03
2.156E−02
4.300E−03
1.065E−02
6.354E−03
2.246E−03
9.876E−03
5.587E−03
3.239E−03
3.036E−03
6.163E−03
2.675E−03
0.000E+00

92
1.298E−02
3.115E−02
1.400E−02
1.986E−02
2.540E−02
1.242E−02
1.817E−02
2.359E−02
1.366E−02
5.632E−03
2.562E−02
1.411E−02
7.156E−03

93
1.874E−02
3.341E−02
2.370E−02
1.558E−02
3.025E−02
2.472E−02
1.298E−02
2.427E−02
2.404E−02
8.239E−03
1.433E−02
9.379E−03
1.433E−02

94
4.526E−03
5.497E−03
2.156E−03
4.977E−03
7.156E−03
4.503E−03
2.077E−03
1.242E−03
1.298E−03
1.738E−03
3.081E−03
3.352E−03
3.578E−03

95
1.354E−02
2.607E−02
1.287E−02
3.691E−02
2.144E−02
1.411E−02
8.837E−03
1.433E−02
1.558E−02
6.501E−03
1.749E−02
1.806E−02
1.433E−02

96
1.693E−03
1.287E−02
2.156E−03
1.704E−02
7.946E−03
1.682E−03
6.242E−03
9.932E−03
6.490E−03
4.774E−03
1.027E−02
5.361E−03
1.795E−03

97
5.090E−03
9.165E−03
3.228E−03
1.140E−02
1.113E−02
4.503E−03
5.192E−03
4.966E−03
6.490E−03
2.167E−03
1.230E−02
3.352E−03
8.950E−04

98
5.666E−03
1.558E−02
7.540E−03
1.772E−02
1.749E−02
7.878E−03
8.837E−03
1.614E−02
7.133E−03
5.203E−03
1.535E−02
7.370E−03
8.059E−03

99
1.120E−01
5.518E−02
9.123E−02
8.719E−02
5.874E−02
5.677E−02
1.251E−01
1.006E−01
1.162E−01
9.332E−02
8.363E−02
8.007E−02
9.332E−02

100
2.771E−02
2.244E−02
4.672E−02
4.709E−02
2.673E−02
2.379E−02
4.010E−02
3.311E−02
2.894E−02
3.066E−02
4.684E−02
4.660E−02
3.495E−02

101
2.011E−01
1.717E−01
1.251E−01
1.521E−01
2.085E−01
1.557E−01
1.754E−01
2.207E−01
2.085E−01
1.386E−01
1.026E−01
1.729E−01
1.803E−01

102
3.532E−01
3.250E−01
1.091E+00
8.676E−01
7.039E−01
3.985E−01
5.113E−01
5.212E−01
4.329E−01
5.359E−01
1.146E+00
5.898E−01
3.360E−01

103
1.999E−01
1.655E−01
1.099E−01
2.060E−01
3.053E−01
1.815E−01
2.305E−01
3.127E−01
2.698E−01
1.386E−01
1.361E−01
2.661E−01
2.796E−01

104
1.790E−01
1.557E−01
3.286E−01
3.151E−01
2.465E−01
2.109E−01
2.514E−01
2.428E−01
2.256E−01
2.771E−01
4.932E−01
2.403E−01
1.974E−01

105
6.107E−01
4.684E−01
1.347E+00
1.098E+00
1.029E+00
6.892E−01
7.124E−01
7.456E−01
6.928E−01
6.873E−01
1.625E+00
8.819E−01
6.070E−01

106
1.557E−01
1.422E−01
1.545E−01
1.422E−01
1.140E−01
1.063E−01
2.121E−01
1.521E−01
1.373E−01
2.281E−01
1.361E−01
1.496E−01
1.606E−01

107
1.212E−01
1.010E−01
1.680E−01
1.226E−01
1.312E−01
1.131E−01
1.447E−01
1.127E−01
1.521E−01
1.288E−01
1.183E−01
1.012E−01
1.570E−01

108
2.134E−01
1.557E−01
1.435E−01
1.422E−01
1.790E−01
2.121E−01
2.109E−01
1.533E−01
1.913E−01
1.582E−01
1.545E−01
1.754E−01
1.619E−01

109
7.995E−03
5.469E−03
1.987E−02
6.180E−03
9.503E−03
1.223E−02
5.077E−03
6.070E−03
4.929E−03
6.597E−03
1.790E−02
9.454E−03
1.069E−02

110
3.017E−02
4.476E−02
1.643E−02
3.470E−02
3.887E−02
3.666E−02
2.931E−02
3.446E−02
3.593E−02
3.863E−02
7.811E−03
3.127E−02
3.213E−02

111
2.465E−02
3.237E−02
4.672E−03
2.158E−02
2.587E−02
2.256E−02
2.146E−02
2.833E−02
2.109E−02
2.256E−02
1.668E−02
1.962E−02
2.048E−02

112
8.608E−03
1.937E−02
1.398E−02
1.239E−02
1.643E−02
1.533E−02
1.129E−02
1.079E−02
1.127E−02
1.084E−02
1.557E−02
1.741E−02
1.263E−02

113
4.917E−03
3.483E−03
1.170E−03
5.408E−03
9.503E−03
6.107E−03
4.513E−03
6.070E−03
4.929E−03
3.299E−03
3.348E−03
8.007E−03
1.263E−02

114
4.304E−03
3.985E−03
4.672E−03
1.386E−02
9.503E−03
6.107E−03
7.345E−03
5.395E−03
6.340E−03
4.709E−03
6.695E−03
8.731E−03
5.837E−03

115
1.471E−02
1.288E−02
1.398E−02
8.486E−03
6.904E−03
1.410E−02
1.300E−02
8.768E−03
1.057E−02
8.952E−03
1.557E−02
1.962E−02
1.069E−02

116
6.769E−03
8.461E−03
8.191E−03
6.180E−03
9.503E−03
4.893E−03
7.909E−03
2.023E−03
9.160E−03
2.820E−03
3.348E−03
7.272E−03
6.806E−03

117
9.221E−03
1.545E−02
4.672E−03
1.471E−02
1.643E−02
1.223E−02
1.073E−02
1.692E−02
1.263E−02
1.459E−02
3.348E−03
1.606E−02
1.754E−02

118
6.156E−03
1.144E−02
1.876E−02
8.486E−03
1.036E−02
5.494E−03
3.384E−03
9.442E−03
7.750E−03
8.007E−03
1.226E−02
8.007E−03
1.069E−02

119
8.608E−03
1.144E−02
1.398E−02
1.852E−02
1.471E−02
1.410E−02
9.601E−03
8.768E−03
7.051E−03
9.418E−03
1.901E−02
1.668E−02
1.557E−02

120
9.221E−03
1.349E−02
9.356E−03
1.003E−02
1.557E−02
1.223E−02
1.300E−02
8.768E−03
8.461E−03
8.473E−03
1.790E−02
1.091E−02
1.069E−02

121
5.387E−02
9.350E−03
1.095E−01
4.835E−02
3.241E−02
1.149E−02
2.476E−02
1.692E−02
1.327E−02
3.535E−02
2.796E−02
4.559E−02
3.651E−02

122
9.973E−02
2.743E−01
5.859E−02
2.467E−01
9.706E−02
9.172E−02
6.714E−02
4.648E−02
5.289E−02
1.799E−01
1.122E−01
1.095E−01
1.336E−01

123
1.790E+00
3.936E+00
1.808E+00
5.370E+00
3.224E+00
2.066E+00
2.182E+00
1.897E+00
2.110E+00
2.306E+00
5.162E+00
3.375E+00
5.565E+00

124
1.158E−02
2.805E−02
8.050E−02
5.316E−02
1.077E−02
2.680E−02
1.763E−02
2.956E−02
2.208E−02
1.772E−02
8.379E−02
2.7 34E−02
9.172E−02

125
4.239E−02
3.117E−02
5.120E−02
6.278E−02
7.569E−02
4.586E−02
1.416E−02
3.802E−02
4.408E−02
3.535E−02
7.685E−02
3.642E−02
1.158E−01

126
1.113E+00
1.817E+00
3.295E−01
4.835E−01
2.324E−01
7.614E−01
5.165E−01
4.354E−01
6.972E−01
1.024E+00
3.633E−01
5.102E−01
8.032E−01

127
2.342E+00
4.363E+00
7.979E−01
1.612E+00
1.042E+00
1.817E+00
8.629E−01
9.083E−01
1.122E+00
1.665E+00
2.021E+00
1.362E+00
2.012E+00

128
1.959E+00
3.660E+00
1.603E+00
3.108E+00
2.573E+00
2.538E+00
1.834E+00
1.434E+00
1.656E+00
1.995E+00
3.464E+00
2.654E+00
3.428E+00

129
3.847E−02
4.052E−02
7.320E−02
8.210E−02
9.706E−02
4.203E−02
3.179E−02
4.648E−02
6.616E−02
4.132E−02
5.592E−02
7.747E−02
6.091E−02

130
1.252E+01
1.124E+01
2.422E+00
4.889E+00
2.974E+00
5.718E+00
5.833E+00
5.325E+00
6.762E+00
6.650E+00
3.954E+00
5.325E+00
6.616E+00

131
5.138E+00
6.644E+00
2.306E+00
5.129E+00
2.832E+00
1.995E+00
6.882E+00
4.007E+00
6.881E+00
5.762E+00
3.688E+00
5.405E+00
4.452E+00

132
5.779E−02
3.428E−02
6.589E−02
1.692E−01
5.405E−02
4.586E−02
7.427E−02
2.110E−02
3.090E−02
8.842E−02
1.674E−01
7.747E−02
5.476E−02

133
2.306E−02
1.870E−02
7.320E−03
1.932E−02
2.707E−02
1.149E−02
1.060E−02
8.451E−03
1.327E−02
1.478E−02
2.796E−02
5.013E−02
3.651E−02

134
7.703E−03
3.117E−03
1.460E−02
2.903E−02
2.707E−02
3.446E−02
3.179E−02
8.451E−03
3.972E−02
2.654E−02
2.093E−02
2.280E−02
4.871E−02

135
2.698E−02
1.870E−02
2.930E−02
1.932E−02
3.241E−02
1.915E−02
2.476E−02
8.451E−03
1.763E−02
4.132E−02
1.398E−02
1.362E−02
3.651E−02

136
1.541E−02
1.870E−02
7.320E−03
2.903E−02
2.164E−02
3.829E−02
1.416E−02
1.264E−02
3.090E−02
5.895E−03
2.796E−02
4.559E−03
1.825E−02

137
3.081E−02
4.987E−02
5.859E−02
9.706E−02
9.706E−02
5.352E−02
6.714E−02
5.494E−02
3.090E−02
4.720E−02
4.889E−02
6.376E−02
6.091E−02

138
1.541E−02
1.870E−02
3.660E−02
2.903E−02
3.785E−02
1.532E−02
2.832E−02
1.264E−02
1.327E−02
2.360E−02
4.194E−02
2.734E−02
3.651E−02

139
2.235E−01
3.428E−01
1.460E−01
1.451E−01
1.674E−01
2.680E−01
1.523E−01
1.309E−01
2.511E−01
2.093E−01
1.603E−01
2.137E−01
3.108E−01

140
9.973E−02
2.805E−01
8.050E−02
2.030E−01
7.569E−02
1.336E−01
9.172E−02
7.177E−02
1.104E−01
1.594E−01
1.541E−01
1.416E−01
1.701E−01

141
5.779E−02
6.545E−02
7.320E−03
1.113E−01
5.948E−02
2.680E−02
4.595E−02
1.692E−02
6.180E−02
6.189E−02
1.184E−01
3.642E−02
4.871E−02

142
1.158E−02
6.233E−03
7.320E−03
1.932E−02
1.621E−02
1.149E−02
1.416E−02
4.221E−03
1.327E−02
1.772E−02
3.491E−02
9.083E−03
2.431E−02

143
1.923E−02
2.182E−02
2.199E−02
1.932E−02
0.000E+00
1.532E−02
7.070E−03
2.538E−02
1.327E−02
1.175E−02
4.194E−02
1.825E−02
3.651E−02

144
2.698E−02
3.117E−02
4.390E−02
2.903E−02
4.328E−02
3.829E−02
3.535E−02
8.451E−03
1.327E−02
3.829E−02
1.398E−02
2.734E−02
2.431E−02

145
2.698E−02
4.052E−02
3.660E−02
3.384E−02
1.621E−02
1.149E−02
2.832E−02
3.802E−02
1.327E−02
2.360E−02
2.796E−02
1.362E−02
5.476E−02

146
1.389E−01
2.208E−01
1.095E−01
1.309E−01
1.567E−01
1.184E−01
2.048E−01
1.060E−01
1.371E−01
1.532E−01
6.287E−02
1.772E−01
2.796E−01

147
1.621E−01
2.556E−01
4.390E−02
8.700E−02
8.646E−02
1.532E−01
1.060E−01
4.221E−02
9.261E−02
1.532E−01
7.685E−02
1.140E−01
1.647E−01

148
4.239E−01
8.994E−01
1.834E−01
3.580E−01
2.271E−01
4.363E−01
2.760E−01
1.229E−01
2.208E−01
5.307E−01
3.980E−01
4.141E−01
7.124E−01

149
1.077E−01
2.992E−01
5.120E−02
1.015E−01
5.948E−02
9.528E−02
3.891E−02
5.494E−02
8.825E−02
6.492E−02
4.889E−02
1.140E−01
1.220E−01

150
3.081E−02
3.117E−02
2.199E−02
2.413E−02
3.785E−02
1.915E−02
1.416E−02
2.110E−02
2.208E−02
1.175E−02
1.398E−02
1.825E−02
5.476E−02

151
2.306E−02
9.350E−03
2.199E−02
4.835E−03
1.621E−02
7.649E−03
1.060E−02
2.110E−02
1.763E−02
5.895E−03
1.398E−02
4.559E−03
2.431E−02

152
5.004E−02
1.558E−02
4.390E−02
2.413E−02
5.405E−03
1.532E−02
5.298E−02
4.221E−03
2.208E−02
6.189E−02
2.796E−02
2.280E−02
3.045E−02

153
3.464E−02
3.740E−02
7.320E−03
3.384E−02
5.405E−03
2.680E−02
2.832E−02
8.451E−03
1.763E−02
1.772E−02
3.491E−02
1.362E−02
3.651E−02

154
7.703E−03
9.350E−03
2.199E−02
1.451E−02
3.241E−02
7.649E−03
1.060E−02
4.221E−03
0.000E+00
1.478E−02
3.491E−02
2.280E−02
1.220E−02

155
3.081E−02
2.493E−02
7.320E−03
2.903E−02
2.707E−02
1.532E−02
2.476E−02
4.221E−02
4.408E−03
1.175E−02
6.981E−02
2.280E−02
0.000E+00

156
1.158E−01
2.769E−01
1.460E−01
3.526E−01
2.217E−01
2.030E−01
3.998E−01
1.398E−01
2.689E−01
3.277E−01
2.093E−01
4.052E−01
5.476E−01

157
8.468E−02
1.585E−01
5.120E−02
1.594E−01
8.112E−02
1.870E−01
1.202E−01
9.706E−02
1.541E−01
1.389E−01
8.379E−02
1.318E−01
2.556E−01

158
2.930E−01
3.704E−01
2.048E−01
2.903E−01
2.591E−01
4.630E−01
4.417E−01
1.861E−01
2.467E−01
3.660E−01
2.306E−01
3.731E−01
4.871E−01

159
1.077E−01
1.683E−01
4.390E−02
1.211E−01
7.569E−02
1.950E−01
7.774E−02
1.264E−02
5.735E−02
1.683E−01
8.379E−02
1.229E−01
1.888E−01

160
3.847E−02
4.675E−02
2.199E−02
4.835E−02
2.707E−02
1.532E−02
2.832E−02
2.538E−02
1.327E−02
6.189E−02
5.592E−02
3.642E−02
4.871E−02

161
1.541E−02
4.987E−02
4.390E−02
7.729E−02
5.405E−02
3.829E−02
1.416E−02
2.538E−02
4.408E−02
2.654E−02
6.287E−02
5.467E−02
4.265E−02

162
2.306E−02
1.558E−02
2.199E−02
2.903E−02
3.241E−02
3.446E−02
2.476E−02
1.692E−02
2.645E−02
1.175E−02
5.592E−02
2.734E−02
4.871E−02

163
1.923E−02
1.870E−02
2.930E−02
2.903E−02
1.621E−02
1.915E−02
3.535E−03
1.264E−02
8.825E−03
1.772E−02
6.287E−02
4.559E−02
3.045E−02

164
1.541E−02
1.247E−02
2.199E−02
4.346E−02
2.164E−02
1.149E−02
1.060E−02
1.264E−02
2.645E−02
2.947E−03
2.796E−02
2.280E−02
1.825E−02

165
3.464E−02
1.870E−02
2.930E−02
2.903E−02
1.621E−02
4.203E−02
4.595E−02
1.264E−02
6.180E−02
1.175E−02
9.083E−02
1.362E−02
6.696E−02

166
3.081E−02
3.740E−02
2.930E−02
5.797E−02
2.164E−02
2.680E−02
2.832E−02
2.538E−02
3.972E−02
5.013E−02
6.287E−02
3.642E−02
6.696E−02

167
1.042E−01
2.208E−01
8.050E−02
1.977E−01
1.354E−01
6.118E−02
3.179E−01
6.759E−02
1.541E−01
1.772E−01
9.795E−02
1.772E−01
2.066E−01

168
8.468E−02
1.060E−01
3.660E−02
1.496E−01
1.140E−01
8.032E−02
1.060E−01
8.451E−02
7.943E−02
1.033E−01
1.122E−01
1.273E−01
1.158E−01

169
6.162E−02
5.922E−02
3.660E−02
6.768E−02
7.569E−02
8.032E−02
3.535E−02
8.451E−03
5.735E−02
5.307E−02
4.194E−02
6.830E−02
7.916E−02

170
5.004E−02
2.805E−02
5.120E−02
4.346E−02
5.948E−02
6.118E−02
2.832E−02
2.110E−02
2.645E−02
1.478E−02
6.287E−02
5.467E−02
4.265E−02

171
3.847E−02
5.922E−02
3.660E−02
8.210E−02
4.862E−02
4.969E−02
7.070E−03
2.110E−02
3.090E−02
5.307E−02
6.287E−02
5.467E−02
9.172E−02

172
8.853E−02
1.188E−01
1.349E−01
1.275E−01
7.370E−02
8.694E−02
1.484E−01
9.773E−02
5.592E−02
1.570E−01
1.803E−01
1.059E−01
1.337E−01

173
2.402E+00
2.293E+00
4.723E+00
2.888E+00
3.062E+00
2.607E+00
2.159E+00
2.304E+00
2.526E+00
2.282E+00
3.649E+00
3.033E+00
3.360E+00

174
3.466E+00
3.054E+00
7.832E+00
4.687E+00
4.754E+00
4.159E+00
3.352E+00
4.172E+00
4.409E+00
3.351E+00
5.213E+00
4.714E+00
5.293E+00

175
1.161E+00
1.198E+00
1.649E+00
9.748E−01
9.687E−01
1.083E+00
8.228E−01
8.860E−01
1.080E+00
9.912E−01
1.594E+00
1.027E+00
1.377E+00

176
3.420E+00
2.409E+00
4.752E+00
3.815E+00
3.540E+00
3.390E+00
2.820E+00
3.703E+00
2.804E+00
3.091E+00
5.316E+00
3.931E+00
4.166E+00

177
1.736E+00
1.280E+00
1.327E+00
7.971E−01
6.438E−01
1.546E+00
1.575E+00
1.064E+00
1.605E+00
1.424E+00
1.606E+00
1.523E+00
1.407E+00

178
3.495E−01
4.010E−01
2.269E−01
1.373E−01
7.971E−02
4.071E−01
3.605E−01
2.085E−01
2.354E−01
4.513E−01
2.636E−01
2.072E−01
2.538E−01

179
3.556E−02
3.127E−02
3.433E−02
2.992E−02
2.305E−02
4.525E−02
3.654E−02
2.906E−02
3.519E−02
5.236E−02
2.698E−02
2.698E−02
4.108E−02

180
3.078E−02
1.717E−02
2.820E−02
3.066E−02
2.379E−02
2.685E−02
1.901E−02
2.563E−02
1.154E−02
2.440E−02
4.525E−02
2.379E−02
3.274E−02

181
1.533E−02
1.030E−02
3.826E−02
2.060E−02
1.263E−02
2.269E−02
1.950E−02
1.864E−02
1.582E−02
2.440E−02
4.034E−02
1.754E−02
2.600E−02

182
6.781E−02
4.672E−02
1.901E−01
1.288E−01
8.044E−02
7.272E−02
9.099E−02
6.806E−02
6.254E−02
9.467E−02
2.771E−01
8.841E−02
7.885E−02

183
1.074E+00
1.023E+00
2.595E+00
2.030E+00
1.581E+00
1.225E+00
1.353E+00
1.033E+00
9.768E−01
1.844E+00
3.148E+00
1.457E+00
1.397E+00

184
1.113E+00
1.099E+00
2.934E+00
2.174E+00
1.537E+00
1.640E+00
1.502E+00
1.108E+00
1.087E+00
1.809E+00
3.240E+00
1.623E+00
1.479E+00

185
8.398E−01
7.536E−01
2.069E+00
1.691E+00
1.202E+00
1.190E+00
9.463E−01
8.682E−01
7.915E−01
1.303E+00
2.432E+00
1.085E+00
9.651E−01

186
1.697E+00
1.335E+00
3.618E+00
3.201E+00
2.438E+00
2.466E+00
2.529E+00
2.193E+00
1.721E+00
2.942E+00
4.803E+00
2.247E+00
2.138E+00

187
5.248E−01
4.280E−01
7.006E−01
7.039E−01
6.021E−01
5.420E−01
5.641E−01
4.684E−01
4.329E−01
7.780E−01
1.171E+00
5.628E−01
5.101E−01

188
5.359E−02
4.157E−02
6.352E−02
5.788E−02
4.611E−02
5.690E−02
5.113E−02
3.728E−02
4.378E−02
6.818E−02
1.275E−01
5.138E−02
4.611E−02

189
1.803E−02
1.288E−02
1.210E−02
1.925E−02
1.410E−02
2.477E−02
2.097E−02
6.401E−03
7.897E−03
1.950E−02
3.078E−02
1.631E−02
1.337E−02

190
2.428E−01
1.962E−01
2.538E−01
2.538E−01
1.778E−01
3.532E−01
2.293E−01
2.256E−01
1.778E−01
3.397E−01
2.587E−01
2.109E−01
3.164E−01

191
2.670E+00
1.618E+00
2.386E+00
1.809E+00
1.308E+00
2.547E+00
3.566E+00
1.972E+00
2.256E+00
3.413E+00
2.827E+00
2.751E+00
2.146E+00

192
7.443E−01
6.490E−01
5.861E−01
5.101E−01
2.955E−01
9.328E−01
1.046E+00
5.567E−01
5.555E−01
1.527E+00
7.407E−01
6.070E−01
6.475E−01

193
7.958E−02
7.934E−02
1.361E−01
8.522E−02
5.739E−02
1.138E−01
1.129E−01
7.676E−02
6.070E−02
1.815E−01
1.324E−01
7.026E−02
8.719E−02

194
6.156E−02
5.015E−02
1.220E−01
1.496E−01
1.606E−01
1.300E−01
6.376E−02
9.712E−02
7.051E−02
9.945E−02
2.072E−01
8.473E−02
1.123E−01

195
2.600E−02
1.839E−02
7.259E−02
5.727E−02
5.739E−02
5.162E−02
3.703E−02
2.906E−02
4.194E−02
4.267E−02
7.308E−02
4.451E−02
5.371E−02

196
1.124E−01
9.050E−02
1.312E−01
1.422E−01
1.337E−01
4.525E−02
3.348E−01
1.251E−01
1.496E−01
2.624E−01
2.158E−01
1.643E−01
1.361E−01

197
8.694E−02
8.020E−02
9.479E−02
8.584E−02
4.697E−02
9.430E−02
1.937E−01
1.001E−01
8.510E−02
1.901E−01
1.312E−01
1.023E−01
1.048E−01

198
7.419E−02
5.359E−02
8.069E−02
5.518E−02
7.149E−02
7.529E−02
7.885E−02
5.874E−02
5.101E−02
1.300E−01
9.332E−02
7.909E−02
7.382E−02

199
1.161E−01
6.732E−02
1.864E−01
1.631E−01
1.643E−01
1.582E−01
9.834E−02
1.105E−01
5.714E−02
1.226E−01
2.465E−01
1.606E−01
1.251E−01

200
3.875E−02
4.758E−02
1.312E−01
1.064E−01
9.908E−02
1.012E−01
7.161E−02
6.695E−02
4.733E−02
8.118E−02
1.643E−01
7.971E−02
8.547E−02

201
3.495E−02
2.661E−02
7.357E−02
8.314E−02
7.517E−02
7.272E−02
5.015E−02
5.064E−02
4.672E−02
5.690E−02
8.081E−02
5.641E−02
6.879E−02

202
1.113E−02
3.863E−03
1.619E−02
1.398E−02
1.643E−02
1.471E−02
6.327E−03
1.631E−02
4.856E−03
6.904E−03
1.545E−02
1.876E−02
1.594E−02

203
0.000E+00
1.717E−03
2.011E−03
6.658E−04
0.000E+00
0.000E+00
4.868E−04
1.164E−03
1.215E−03
1.218E−03
2.882E−03
6.278E−04
2.514E−03

204
1.643E−02
1.631E−02
1.815E−02
2.330E−02
2.085E−02
1.373E−02
4.868E−03
2.502E−02
1.154E−02
4.868E−03
2.502E−02
2.134E−02
1.766E−02

205
2.649E−03
1.288E−03
1.008E−03
0.000E+00
1.484E−03
1.582E−03
2.428E−03
1.164E−03
6.070E−04
1.619E−03
2.882E−03
1.876E−03
3.348E−03

206
1.754E−02
8.584E−03
3.826E−02
2.526E−02
2.833E−02
1.950E−02
1.169E−02
3.728E−02
1.154E−02
1.137E−02
2.784E−02
4.390E−02
3.102E−02

207
7.419E−03
4.721E−03
2.219E−02
1.198E−02
1.042E−02
7.370E−03
4.378E−03
6.977E−03
1.275E−02
6.094E−03
2.023E−02
8.780E−03
5.028E−03

208
5.297E−03
2.146E−03
5.040E−03
5.984E−03
5.960E−03
6.315E−03
3.899E−03
5.812E−03
6.070E−04
4.868E−03
1.058E−02
8.780E−03
6.708E−03

209
0.000E+00
0.000E+00
0.000E+00
6.658E−04
7.443E−04
0.000E+00
0.000E+00
0.000E+00
1.215E−03
1.619E−03
0.000E+00
6.278E−04
0.000E+00

210
5.297E−04
4.292E−04
2.011E−03
0.000E+00
2.980E−03
1.053E−03
9.736E−04
5.812E−04
1.827E−03
4.059E−04
0.000E+00
6.278E−04
1.680E−03

211
0.000E+00
4.292E−04
0.000E+00
5.322E−03
1.484E−03
0.000E+00
9.736E−04
5.812E−04
0.000E+00
4.059E−04
1.925E−03
0.000E+00
1.680E−03

212
4.243E−03
4.292E−04
3.029E−03
4.660E−03
6.695E−03
2.636E−03
1.950E−03
1.741E−03
1.827E−03
2.440E−03
0.000E+00
6.278E−03
5.028E−03

213
2.121E−03
4.292E−03
3.029E−03
1.999E−03
4.464E−03
3.691E−03
4.378E−03
4.071E−03
2.428E−03
3.250E−03
9.614E−03
3.765E−03
2.514E−03

214
3.176E−03
2.146E−03
1.008E−03
1.337E−03
0.000E+00
4.746E−03
2.428E−03
1.164E−03
3.041E−03
2.036E−03
5.776E−03
3.139E−03
8.387E−04

215
1.061E−03
0.000E+00
1.008E−03
1.337E−03
7.443E−04
0.000E+00
9.736E−04
5.812E−04
1.215E−03
4.059E−04
2.882E−03
1.876E−03
8.387E−04

216
5.297E−04
0.000E+00
1.008E−03
1.999E−03
1.484E−03
5.273E−04
9.736E−04
5.812E−04
6.070E−04
8.118E−04
0.000E+00
6.278E−04
0.000E+00

217
5.297E−04
4.292E−04
1.008E−03
6.658E−04
0.000E+00
1.053E−03
4.868E−04
0.000E+00
6.070E−04
8.118E−04
9.614E−04
0.000E+00
8.387E−04

218
1.140E+00
1.261E+00
2.930E+00
2.259E+00
1.774E+00
1.265E+00
1.593E+00
1.170E+00
1.153E+00
2.090E+00
3.584E+00
1.774E+00
1.449E+00

219
1.275E−02
1.582E−02
1.913E−02
2.796E−02
2.232E−02
1.950E−02
1.901E−02
1.337E−02
9.724E−03
2.845E−02
3.372E−02
2.318E−02
1.766E−02

220
1.781E+00
3.459E+00
2.207E+00
2.200E+00
8.514E−01
2.218E+00
1.952E+00
1.308E+00
1.147E+00
2.839E+00
1.996E+00
2.025E+00
2.146E+00

221
6.086E+01
7.098E+01
6.548E+01
6.098E+01
7.316E+01
6.065E+01
5.922E+01
7.024E+01
7.060E+01
6.094E+01
7.598E+01
7.419E+01
6.549E+01

222
6.199E+01
6.488E+01
4.571E+01
3.536E+01
3.649E+01
5.956E+01
4.531E+01
5.007E+01
7.296E+01
5.099E+01
3.703E+01
4.842E+01
5.418E+01

223
2.727E+01
4.708E+01
3.074E+01
2.680E+01
2.867E+01
3.387E+01
2.999E+01
2.812E+01
3.045E+01
3.128E+01
2.609E+01
3.177E+01
3.268E+01

224
3.386E+01
3.405E+01
2.172E+01
2.291E+01
3.066E+01
3.932E+01
2.011E+01
2.373E+01
2.392E+01
2.229E+01
2.954E+01
2.913E+01
2.069E+01

225
2.430E+01
1.814E+01
1.053E+01
9.931E+00
1.292E+01
2.240E+01
1.937E+01
1.402E+01
1.760E+01
1.559E+01
1.028E+01
1.743E+01
1.284E+01

226
6.010E+00
6.649E+00
4.615E+00
3.482E+00
3.857E+00
2.592E+00
1.132E+01
6.183E+00
1.150E+01
6.246E+00
3.125E+00
7.941E+00
4.662E+00

227
2.879E+00
3.142E+00
1.643E+00
1.299E+00
1.361E+00
3.031E+00
3.671E+00
2.063E+00
3.352E+00
2.619E+00
1.124E+00
2.496E+00
1.899E+00

228
6.439E−01
7.131E−01
5.492E−01
4.742E−01
4.338E−01
3.462E−01
4.026E−01
4.628E−01
2.701E−01
7.319E−01
5.152E−01
5.952E−01
5.580E−01

229
7.002E−01
7.487E−01
6.245E−01
5.087E−01
4.844E−01
3.686E−01
4.113E−01
4.766E−01
3.078E−01
7.861E−01
5.103E−01
6.410E−01
5.972E−01

230
3.424E+01
3.028E+01
3.022E+01
3.701E+01
4.368E+01
3.157E+01
4.051E+01
4.693E+01
4.748E+01
2.487E+01
2.533E+01
4.414E+01
4.667E+01

231
6.210E+00
5.189E+00
3.891E+00
3.717E+00
5.020E+00
3.691E+00
4.875E+00
4.758E+00
4.941E+00
5.033E+00
3.521E+00
5.604E+00
5.996E+00

232
1.909E+00
1.456E+00
2.185E+00
2.877E+00
2.330E+00
1.314E+00
1.726E+00
2.448E+00
1.763E+00
1.598E+00
1.604E+00
1.858E+00
2.170E+00

233
6.060E+00
5.180E+00
6.619E+00
7.404E+00
4.851E+00
4.839E+00
4.747E+00
7.551E+00
5.365E+00
6.173E+00
4.202E+00
5.835E+00
5.969E+00

234
1.513E+01
2.177E+01
2.032E+01
2.579E+01
1.796E+01
1.422E+01
1.874E+01
1.775E+01
1.071E+01
2.606E+01
1.999E+01
2.083E+01
2.103E+01

235
9.446E+00
9.911E+00
1.056E+01
1.354E+01
1.427E+01
7.896E+00
1.217E+01
1.060E+01
9.089E+00
1.015E+01
1.326E+01
1.162E+01
1.122E+01

236
8.899E−01
8.707E−01
1.206E+00
1.372E+00
9.129E−01
7.284E−01
6.410E−01
9.200E−01
9.947E−01
8.192E−01
8.570E−01
8.543E−01
9.684E−01

237
4.451E+00
4.543E+00
3.936E+00
4.343E+00
2.784E+00
4.355E+00
3.361E+00
3.760E+00
5.407E+00
5.075E+00
2.816E+00
2.865E+00
5.095E+00

238
5.322E+00
5.790E+00
7.224E+00
8.893E+00
8.370E+00
6.183E+00
6.138E+00
6.587E+00
5.466E+00
6.757E+00
6.508E+00
5.587E+00
7.124E+00

239
1.420E+00
1.145E+00
1.482E+00
1.812E+00
1.934E+00
1.193E+00
1.223E+00
1.606E+00
1.292E+00
1.309E+00
1.391E+00
1.294E+00
1.643E+00

240
1.264E+01
1.411E+01
2.798E+01
2.224E+01
1.821E+01
1.754E+01
9.108E+00
1.510E+01
8.998E+00
1.817E+01
2.199E+01
1.493E+01
1.770E+01

241
2.069E+02
2.092E+02
2.605E+02
2.187E+02
1.860E+02
1.943E+02
1.977E+02
2.010E+02
2.396E+02
2.310E+02
2.690E+02
1.946E+02
2.160E+02

242
1.118E+02
1.663E+02
1.929E+02
1.851E+02
1.590E+02
1.303E+02
1.631E+02
1.324E+02
1.172E+02
1.926E+02
1.938E+02
1.496E+02
1.456E+02

743
1.064E+01
1.595E+01
1.679E+01
1.768E+01
1.501E+01
1.212E+01
1.704E+01
1.232E+01
1.036E+01
1.901E+01
1.653E+01
1.401E+01
1.318E+01

244
1.123E+01
6.988E+00
7.252E+00
7.123E+00
8.538E+00
9.172E+00
9.716E+00
6.392E+00
1.000E+01
1.010E+01
6.663E+00
8.845E+00
8.698E+00

245
5.539E+00
4.977E+00
4.698E+00
4.967E+00
4.236E+00
5.659E+00
4.528E+00
4.156E+00
5.917E+00
6.711E+00
4.192E+00
4.149E+00
5.296E+00

246
7.028E+00
6.188E+00
8.506E+00
9.031E+00
6.994E+00
7.213E+00
5.289E+00
7.379E+00
6.829E+00
6.676E+00
9.275E+00
5.443E+00
7.197E+00

247
4.947E+00
5.360E+00
5.756E+00
5.807E+00
4.749E+00
4.542E+00
4.317E+00
5.664E+00
3.787E+00
4.635E+00
6.400E+00
4.089E+00
4.789E+00

248
8.845E+01
6.655E+01
5.555E+01
5.250E+01
5.391E+01
7.455E+01
8.070E+01
5.111E+01
6.374E+01
8.473E+01
5.652E+01
6.226E+01
4.773E+01

249
7.532E+01
7.391E+01
5.243E+01
4.849E+01
4.121E+01
7.701E+01
6.285E+01
4.125E+01
5.031E+01
1.001E+02
5.693E+01
4.810E+01
4.532E+01

250
1.383E+02
1.331E+02
1.167E+02
1.140E+02
9.850E+01
1.438E+02
1.041E+02
9.263E+01
1.101E+02
1.395E+02
1.478E+02
1.046E+02
9.496E+01

251
4.909E+01
6.582E+01
5.206E+01
5.348E+01
5.263E+01
6.235E+01
4.328E+01
4.549E+01
3.923E+01
6.201E+01
6.549E+01
4.913E+01
4.350E+01

252
3.380E+00
4.252E+00
3.926E+00
4.062E+00
4.192E+00
4.453E+00
3.081E+00
3.197E+00
2.633E+00
4.260E+00
4.480E+00
3.752E+00
3.292E+00

253
3.371E+00
2.681E+00
3.834E+00
3.725E+00
4.015E+00
2.439E+00
4.159E+00
2.985E+00
4.455E+00
3.751E+00
3.637E+00
3.978E+00
3.553E+00

254
8.476E+00
6.384E+00
7.724E+00
7.298E+00
7.539E+00
8.534E+00
8.924E+00
6.167E+00
9.350E+00
8.854E+00
7.192E+00
8.288E+00
7.580E+00

255
9.549E+00
6.668E+00
7.503E+00
7.210E+00
8.762E+00
8.507E+00
8.171E+00
6.765E+00
8.758E+00
8.711E+00
7.107E+00
8.174E+00
8.614E+00

256
3.610E+00
2.914E+00
3.965E+00
3.638E+00
3.361E+00
3.271E+00
2.840E+00
2.926E+00
2.914E+00
3.496E+00
4.558E+00
2.850E+00
3.186E+00

257
5.714E+00
5.300E+00
6.568E+00
7.279E+00
5.988E+00
4.994E+00
4.675E+00
6.736E+00
5.673E+00
3.901E+00
6.404E+00
5.224E+00
5.402E+00

258
2.547E+01
2.111E+01
1.852E+01
1.671E+01
1.477E+01
2.739E+01
3.112E+01
1.628E+01
2.194E+01
2.919E+01
1.589E+01
2.002E+01
1.439E+01

259
6.223E+01
4.000E+01
2.989E+01
3.239E+01
3.456E+01
6.222E+01
4.709E+01
2.818E+01
3.220E+01
5.035E+01
3.734E+01
3.758E+01
2.480E+01

260
4.667E+01
3.950E+01
3.228E+01
3.728E+01
3.353E+01
5.537E+01
3.984E+01
3.335E+01
2.824E+01
5.005E+01
3.470E+01
3.538E+01
2.834E+01

261
3.140E+01
3.018E+01
3.620E+01
4.354E+01
5.001E+01
3.520E+01
3.710E+01
4.307E+01
3.675E+01
2.768E+01
3.357E+01
4.538E+01
4.390E+01

262
1.271E+01
1.235E+01
1.254E+01
1.248E+01
1.556E+01
1.377E+01
1.213E+01
1.637E+01
1.357E+01
1.148E+01
1.290E+01
1.506E+01
1.610E+01

263
2.308E+00
2.014E+00
2.707E+00
2.540E+00
2.283E+00
1.671E+00
3.153E+00
2.359E+00
3.463E+00
2.676E+00
2.447E+00
2.568E+00
2.328E+00

264
2.328E+00
2.039E+00
3.985E+00
3.243E+00
3.208E+00
2.269E+00
2.599E+00
2.561E+00
2.923E+00
2.544E+00
3.983E+00
2.777E+00
2.432E+00

265
2.050E+00
1.569E+00
2.812E+00
2.769E+00
2.785E+00
2.038E+00
2.082E+00
2.023E+00
2.004E+00
2.139E+00
3.481E+00
2.131E+00
2.102E+00

266
1.735E+00
1.411E+00
4.149E+00
4.032E+00
3.494E+00
1.869E+00
1.471E+00
2.718E+00
1.382E+00
1.681E+00
4.896E+00
2.606E+00
2.247E+00

267
2.134E+00
1.538E+00
3.937E+00
3.826E+00
3.585E+00
1.812E+00
1.528E+00
3.032E+00
1.621E+00
1.606E+00
4.049E+00
2.626E+00
2.610E+00

268
1.051E+01
1.155E+01
8.390E+00
8.498E+00
7.710E+00
6.336E+00
1.809E+01
8.040E+00
1.067E+01
1.345E+01
8.757E+00
1.216E+01
5.804E+00

269
7.591E+00
7.273E+00
8.706E+00
6.759E+00
6.896E+00
7.648E+00
1.117E+01
6.654E+00
5.580E+00
9.512E+00
9.087E+00
8.161E+00
4.624E+00

270
3.885E+00
3.421E+00
3.901E+00
3.552E+00
3.554E+00
4.805E+00
4.033E+00
2.871E+00
2.296E+00
4.481E+00
4.973E+00
3.390E+00
2.368E+00

271
1.249E+01
1.280E+01
1.424E+01
1.529E+01
1.220E+01
1.368E+01
1.314E+01
1.943E+01
1.716E+01
9.624E+00
9.074E+00
1.533E+01
1.439E+01

272
8.608E+01
7.367E+01
7.943E+01
8.880E+01
1.068E+02
8.027E+01
9.790E+01
1.128E+02
1.176E+02
5.657E+01
6.823E+01
1.060E+02
1.135E+02

273
9.510E+01
8.170E+01
8.837E+01
9.613E+01
1.228E+02
9.054E+01
1.012E+02
1.234E+02
1.285E+02
6.067E+01
7.104E+01
1.174E+02
1.227E+02

274
1.495E+01
1.188E+01
1.215E+01
1.281E+01
1.964E+01
1.325E+01
1.623E+01
1.836E+01
1.840E+01
8.447E+00
1.040E+01
1.867E+01
1.967E+01

275
9.392E−01
6.611E−01
8.727E−01
8.739E−01
6.546E−01
5.514E−01
5.165E−01
1.249E+00
7.827E−01
4.320E−01
5.695E−01
8.633E−01
8.181E−01

276
8.843E+00
7.886E+00
1.174E+01
1.481E+01
9.851E+00
7.149E+00
8.665E+00
1.558E+01
8.614E+00
6.717E+00
6.863E+00
1.053E+01
1.098E+01

277
2.337E+01
1.799E+01
2.426E+01
3.141E+01
3.477E+01
1.717E+01
2.434E+01
3.448E+01
2.021E+01
1.660E+01
2.530E+01
3.094E+01
3.238E+01

278
2.365E+01
1.832E+01
2.443E+01
3.149E+01
3.590E+01
1.695E+01
2.415E+01
3.480E+01
2.050E+01
1.673E+01
2.432E+01
3.037E+01
3.244E+01

279
5.707E+00
7.557E+00
7.470E+00
8.543E+00
9.092E+00
5.140E+00
7.067E+00
7.436E+00
3.582E+00
8.490E+00
8.634E+00
9.004E+00
9.345E+00

280
6.070E+00
5.652E+00
9.401E+00
8.758E+00
6.562E+00
7.039E+00
5.158E+00
7.848E+00
5.546E+00
5.931E+00
6.522E+00
6.075E+00
7.336E+00

281
1.061E+02
1.043E+02
1.185E+02
1.041E+02
9.140E+01
9.681E+01
1.119E+02
1.047E+02
1.153E+02
1.104E+02
1.186E+02
9.348E+01
1.075E+02

282
9.687E+01
9.356E+01
1.022E+02
9.373E+01
8.254E+01
8.502E+01
9.693E+01
9.480E+01
1.022E+02
9.922E+01
9.849E+01
8.238E+01
9.509E+01

283
3.059E+01
5.306E+01
5.605E+01
5.722E+01
4.944E+01
3.959E+01
5.409E+01
4.128E+01
3.282E+01
5.760E+01
5.138E+01
4.263E+01
4.381E+01

284
7.477E+00
7.016E+00
5.429E+00
6.612E+00
5.271E+00
5.508E+00
5.398E+00
7.759E+00
5.459E+00
4.636E+00
4.876E+00
4.866E+00
6.173E+00

285
8.587E+01
8.331E+01
6.831E+01
7.017E+01
7.046E+01
8.954E+01
7.184E+01
7.476E+01
7.918E+01
7.611E+01
7.871E+01
7.196E+01
7.137E+01

286
7.030E+01
6.819E+01
5.169E+01
5.277E+01
5.748E+01
7.116E+01
5.686E+01
6.425E+01
6.317E+01
5.965E+01
5.618E+01
5.761E+01
5.820E+01

287
8.796E+00
1.327E+01
9.263E+00
9.748E+00
1.045E+01
1.243E+01
8.539E+00
9.163E+00
6.940E+00
1.092E+01
1.083E+01
8.778E+00
8.538E+00

288
6.082E+01
5.783E+01
6.735E+01
8.301E+01
9.739E+01
6.927E+01
7.363E+01
8.822E+01
7.083E+01
4.597E+01
5.557E+01
8.699E+01
8.898E+01

289
5.153E+01
4.830E+01
5.447E+01
6.761E+01
8.276E+01
5.551E+01
6.122E+01
7.412E+01
5.959E+01
3.516E+01
4.429E+01
7.261E+01
7.278E+01

290
2.310E+01
2.276E+01
1.847E+01
2.088E+01
2.667E+01
2.452E+01
2.491E+01
3.179E+01
2.756E+01
1.784E+01
1.487E+01
2.800E+01
3.150E+01

291
1.940E+01
1.851E+01
1.418E+01
1.611E+01
2.189E+01
1.974E+01
1.997E+01
2.678E+01
2.227E+01
1.386E+01
1.032E+01
2.216E+01
2.585E+01

292
2.384E+00
2.314E+00
2.596E+00
2.545E+00
2.820E+00
2.615E+00
2.423E+00
2.927E+00
2.393E+00
2.089E+00
2.992E+00
2.553E+00
2.810E+00

293
1.645E+00
1.231E+00
2.770E+00
2.436E+00
2.911E+00
1.894E+00
1.311E+00
2.336E+00
9.761E−01
1.190E+00
2.894E+00
2.190E+00
1.867E+00

294
2.296E+00
1.997E+00
3.474E+00
2.703E+00
2.142E+00
1.897E+00
2.079E+00
1.894E+00
1.593E+00
2.639E+00
7.779E+00
1.870E+00
1.680E+00

295
2.298E+00
1.959E+00
3.385E+00
2.690E+00
2.104E+00
1.906E+00
2.141E+00
1.965E+00
1.597E+00
2.772E+00
7.802E+00
1.897E+00
1.623E+00

296
1.316E+00
1.575E+00
2.508E+00
2.275E+00
1.449E+00
1.133E+00
1.690E+00
1.226E+00
9.178E−01
2.190E+00
5.941E+00
1.340E+00
1.059E+00

297
2.800E−01
3.151E−01
8.211E−01
7.311E−01
5.428E−01
3.419E−01
6.526E−01
4.859E−01
5.126E−01
4.046E−01
6.766E−01
4.084E−01
5.294E−01

298
1.452E−02
2.081E−02
2.124E−02
1.231E−02
2.553E−02
1.530E−02
1.907E−02
2.660E−02
1.864E−02
1.180E−02
1.414E−02
1.899E−02
2.467E−02

299
8.624E−02
9.375E−02
2.294E−01
2.840E−01
2.740E−01
9.911E−02
1.502E−01
1.832E−01
7.851E−02
1.253E−01
2.462E−01
1.294E−01
1.731E−01

300
5.599E−03
7.315E−03
7.487E−03
8.431E−03
2.143E−02
6.886E−03
6.457E−03
1.158E−02
4.762E−03
4.505E−03
9.782E−03
7.380E−03
1.188E−02

301
6.328E−02
7.530E−02
1.133E−01
1.626E−01
1.467E−01
1.025E−01
1.025E−01
1.113E−01
7.701E−02
7.701E−02
1.088E−01
8.216E−02
9.010E−02

302
1.188E−02
3.132E−02
4.248E−02
1.802E−02
5.449E−02
4.097E−02
1.246E−02
2.917E−02
2.231E−02
1.753E−02
4.955E−02
2.188E−02
4.033E−02

303
2.611E−01
3.583E−01
3.756E−01
3.314E−01
4.279E−01
3.869E−01
3.765E−01
3.811E−01
4.036E−01
4.087E−01
2.647E−01
2.850E−01
3.083E−01

304
5.256E−03
4.805E−03
8.752E−03
1.049E−02
9.289E−03
5.384E−03
3.733E−03
6.800E−03
5.213E−03
6.071E−03
1.630E−02
3.583E−03
8.388E−03

305
3.489E−01
4.039E−01
8.889E−01
8.399E−01
1.053E+00
4.957E−01
5.914E−01
6.624E−01
5.337E−01
3.466E−01
5.918E−01
5.735E−01
5.851E−01

306
3.175E−02
2.703E−02
3.175E−02
3.389E−02
6.886E−02
3.111E−02
3.625E−02
4.526E−02
3.089E−02
2.012E−02
2.982E−02
4.827E−02
4.376E−02

307
1.650E+00
2.502E+00
1.225E+00
1.189E+00
2.179E+00
2.365E+00
1.865E+00
3.081E+00
2.747E+00
1.816E+00
3.233E−01
1.564E+00
1.902E+00

308
2.832E−02
3.904E−02
1.791E−02
1.710E−02
4.226E−02
4.012E−02
3.733E−02
4.419E−02
4.591E−02
2.252E−02
7.616E−03
2.617E−02
3.711E−02

309
4.376E−03
3.282E−03
5.406E−03
1.461E−02
1.188E−02
3.239E−03
7.594E−03
1.103E−02
6.071E−03
4.848E−03
5.427E−03
8.216E−03
7.229E−03

310
1.575E−03
2.119E−03
4.569E−03
2.746E−03
3.883E−03
2.574E−03
1.862E−03
3.668E−03
4.119E−03
3.990E−03
9.246E−03
2.746E−03
3.733E−03

311
1.049E−03
5.771E−04
3.325E−03
1.596E−03
1.549E−03
1.077E−03
5.728E−04
2.210E−03
1.950E−03
8.667E−04
3.261E−03
6.328E−04
3.497E−03

312
5.256E−04
5.771E−04
5.406E−03
1.141E−03
7.744E−04
4.312E−04
2.875E−04
5.513E−04
4.333E−04
6.929E−04
1.630E−03
0.000E+00
1.399E−03

313
1.678E−01
1.313E−01
1.107E−01
1.216E−01
2.577E−01
1.551E−01
1.094E−01
2.473E−01
2.348E−01
1.047E−01
3.583E−02
2.289E−01
2.982E−01

314
6.650E−03
6.157E−03
4.569E−03
4.784E−03
1.549E−02
5.814E−03
3.304E−03
1.343E−02
8.238E−03
4.677E−03
5.985E−03
1.139E−02
1.281E−02

315
2.832E−02
3.025E−02
3.046E−02
2.875E−02
4.441E−02
3.111E−02
2.079E−02
4.290E−02
4.955E−02
2.117E−02
2.274E−02
3.840E−02
6.586E−02

316
2.274E−03
1.349E−03
2.081E−03
2.053E−03
1.549E−03
1.937E−03
1.577E−03
1.838E−03
1.517E−03
1.040E−03
1.630E−03
1.688E−03
2.098E−03

317
2.682E−02
2.317E−02
2.167E−02
2.746E−02
4.140E−02
3.389E−02
2.446E−02
3.583E−02
3.947E−02
2.488E−02
9.782E−03
3.990E−02
4.419E−02

318
1.575E−03
1.733E−03
1.665E−03
2.274E−03
2.832E−03
2.574E−03
1.004E−03
2.574E−03
1.733E−03
1.388E−03
5.427E−04
3.368E−03
2.098E−03

319
2.485E−01
2.194E−01
1.429E−01
1.534E−01
2.652E−01
2.698E−01
1.879E−01
3.183E−01
3.917E−01
2.128E−01
5.213E−02
2.550E−01
3.770E−01

320
0.000E+00
5.771E−04
1.665E−03
1.596E−03
1.808E−03
6.457E−04
0.000E+00
9.203E−04
1.517E−03
5.213E−04
1.088E−03
8.431E−04
6.993E−04

321
1.896E−01
1.879E−01
1.811E−01
1.899E−01
3.977E−01
2.459E−01
1.583E−01
3.449E−01
2.950E−01
1.328E−01
4.719E−02
3.172E−01
4.220E−01

322
5.771E−03
5.384E−03
5.835E−03
5.256E−03
9.804E−03
7.530E−03
4.591E−03
9.375E−03
8.023E−03
6.071E−03
2.167E−03
8.023E−03
1.630E−02

323
2.779E−01
2.737E−01
1.553E−01
1.538E−01
3.342E−01
3.215E−01
2.089E−01
3.655E−01
4.090E−01
2.215E−01
5.642E−02
3.185E−01
5.051E−01

324
8.388E−03
1.040E−02
3.754E−03
5.706E−03
1.137E−02
9.696E−03
7.594E−03
8.281E−03
1.040E−02
6.414E−03
5.985E−03
9.074E−03
1.678E−02

325
1.066E−02
8.860E−03
1.373E−02
1.025E−02
1.420E−02
1.594E−02
9.182E−03
1.489E−02
1.733E−02
9.546E−03
1.467E−02
1.139E−02
1.725E−02

326
1.399E−03
1.156E−03
3.325E−03
1.141E−03
2.317E−03
8.602E−04
4.290E−04
1.472E−03
1.300E−03
5.213E−04
0.000E+00
1.055E−03
1.864E−03

327
1.452E−02
1.753E−02
1.832E−02
1.710E−02
1.963E−02
1.637E−02
9.460E−03
1.489E−02
2.274E−02
1.214E−02
1.847E−02
1.961E−02
2.724E−02

328
1.399E−03
2.317E−03
1.665E−03
2.053E−03
4.140E−03
1.723E−03
2.006E−03
1.654E−03
2.381E−03
2.596E−03
1.630E−03
2.109E−03
1.399E−03

329
3.970E−01
3.614E−01
2.469E−01
3.100E−01
7.435E−01
5.383E−01
3.189E−01
7.652E−01
7.034E−01
2.828E−01
6.414E−02
5.244E−01
7.316E−01

330
4.012E−03
6.736E−03
3.754E−03
3.196E−03
5.170E−03
4.097E−03
3.153E−03
7.916E−03
7.144E−03
3.647E−03
3.797E−03
7.809E−03
7.465E−03

331
3.797E−02
3.583E−02
2.531E−02
3.818E−02
6.285E−02
3.776E−02
2.467E−02
5.642E−02
5.642E−02
3.132E−02
2.066E−02
4.741E−02
7.851E−02

332
1.225E−03
1.349E−03
2.081E−03
1.369E−03
3.347E−03
1.077E−03
1.004E−03
1.654E−03
8.667E−04
6.929E−04
2.167E−03
1.899E−03
1.630E−03

333
2.875E−02
2.596E−02
1.832E−02
1.894E−02
3.175E−02
2.660E−02
1.491E−02
2.982E−02
3.196E−02
1.838E−02
1.521E−02
3.518E−02
3.818E−02

334
0.000E+00
0.000E+00
0.000E+00
0.000E+00
2.574E−04
4.312E−04
0.000E+00
1.838E−04
2.167E−04
1.735E−04
5.427E−04
4.226E−04
6.993E−04

335
5.921E−02
6.328E−02
3.583E−02
3.454E−02
5.663E−02
6.114E−02
3.818E−02
8.431E−02
9.525E−02
3.776E−02
1.956E−02
5.728E−02
9.460E−02

336
2.789E−03
2.703E−03
1.665E−03
2.510E−03
3.625E−03
3.454E−03
1.146E−03
3.132E−03
2.596E−03
2.081E−03
4.355E−03
1.899E−03
3.733E−03

337
7.508E−02
7.916E−02
7.165E−02
7.229E−02
1.519E−01
1.167E−01
6.328E−02
1.362E−01
1.429E−01
4.398E−02
2.119E−02
1.274E−01
2.122E−01

338
1.049E−03
1.349E−03
4.162E−04
9.117E−04
2.832E−03
3.025E−03
1.004E−03
3.497E−03
3.025E−03
2.252E−03
5.427E−04
3.583E−03
3.497E−03

339
4.955E−02
6.050E−02
3.497E−02
3.818E−02
7.573E−02
6.908E−02
3.776E−02
8.388E−02
9.997E−02
3.132E−02
1.630E−02
6.607E−02
1.103E−01

340
2.274E−03
4.054E−03
3.325E−03
2.274E−03
2.832E−03
4.312E−03
2.145E−03
4.054E−03
3.475E−03
2.252E−03
1.630E−03
3.368E−03
4.655E−03

341
8.045E−03
4.998E−03
1.583E−02
9.589E−03
1.446E−02
8.602E−03
5.878E−03
1.049E−02
6.929E−03
4.162E−03
1.630E−02
7.809E−03
9.782E−03

342
6.993E−04
7.701E−04
8.323E−04
4.569E−04
2.317E−03
4.312E−04
5.728E−04
3.668E−04
1.300E−03
3.475E−04
5.427E−04
1.266E−03
2.098E−03

343
7.337E−03
1.233E−02
1.583E−02
1.276E−02
1.137E−02
6.886E−03
6.028E−03
9.375E−03
9.310E−03
8.495E−03
1.577E−02
1.182E−02
1.841E−02

344
1.748E−04
7.701E−04
0.000E+00
6.843E−04
2.574E−04
2.145E−04
5.728E−04
1.838E−04
6.500E−04
1.735E−04
1.630E−03
0.000E+00
0.000E+00

Y
Z
AA
AB
AC
AD
AE
AF
AG
AH
AI
AJ
AK

1
13828
13867
13717
13693
CA265
CA254
14586
14523
14537
14671
14658
14651
14648

2
Late Malignant
Late Malignant
Late Malignant
Late
Control
Control
Late
Late
Late
Late
Late
Late
Late Malignant

Malignant

Malignant
Malignant
Malignant
Malignant
Malignant
Malignant

3
3
3
3
3
0
0
3
3
3
3
3
3
3

4
−1
−1
−1
−1
1
1
−1
−1
−1
−1
−1
−1
−1

5
2.087E+00
2.599E+00
1.610E+00
2.609E+00
2.205E+00
3.422E+00
2.683E+00
1.466E+00
1.271E+00
2.460E+00
2.367E+00
1.912E+00
2.197E+00

6
7.024E−01
7.131E−01
5.086E−01
1.191E+00
1.140E+00
1.267E+00
1.058E+00
4.710E−01
3.112E−01
1.323E+00
5.354E−01
5.279E−01
1.418E+00

7
2.135E−01
2.983E−01
1.427E−01
3.509E−01
2.693E−01
5.783E−01
4.356E−01
2.854E−01
1.202E−01
3.498E−01
3.101E−01
2.661E−01
3.691E−01

8
1.096E+00
1.570E+00
1.529E+00
1.127E+00
1.965E+00
1.565E+00
1.472E+00
6.186E−01
5.785E−01
1.557E+00
1.032E+00
7.211E−01
1.015E+00

9
1.642E−02
2.232E−02
2.725E−02
4.925E−02
3.627E−02
3.605E−02
1.953E−02
2.983E−02
1.223E−02
2.071E−02
1.931E−02
2.350E−02
2.178E−02

10
1.878E−02
2.167E−02
8.112E−03
1.427E−02
6.406E−03
1.856E−02
2.554E−02
2.811E−03
9.142E−03
2.350E−02
1.577E−02
1.056E−02
1.288E−02

11
1.170E−02
1.384E−02
6.373E−03
1.867E−02
1.212E−02
2.157E−02
2.350E−02
5.622E−03
7.618E−03
2.532E−02
1.577E−02
6.459E−03
1.781E−02

12
4.700E−03
9.871E−03
7.532E−03
1.867E−02
1.137E−02
1.341E−02
7.403E−03
5.622E−03
1.524E−02
9.667E−03
7.597E−03
8.219E−03
1.116E−02

13
2.039E−02
1.513E−02
2.318E−02
1.202E−02
1.921E−02
2.060E−02
1.481E−02
9.002E−03
1.910E−02
1.288E−02
8.766E−03
9.979E−03
1.004E−02

14
6.266E−02
6.180E−02
4.292E−02
5.912E−02
5.697E−02
9.163E−02
8.337E−02
3.884E−02
6.856E−02
1.054E−01
4.034E−02
4.227E−02
8.262E−02

15
3.916E−03
1.974E−03
1.043E−02
6.567E−03
4.989E−03
5.150E−03
8.745E−03
1.069E−02
4.571E−03
1.288E−02
5.837E−03
1.760E−03
6.695E−03

16
7.833E−04
1.974E−03
1.159E−03
4.378E−03
0.000E+00
0.000E+00
1.341E−03
0.000E+00
7.618E−04
0.000E+00
2.339E−03
5.869E−04
1.116E−03

17
1.018E−02
7.897E−03
4.056E−03
4.378E−03
1.427E−03
6.170E−03
5.386E−03
5.622E−04
3.047E−03
2.758E−03
4.678E−03
3.519E−03
1.674E−03

18
3.133E−02
4.936E−02
3.015E−02
3.616E−02
2.210E−02
2.264E−02
3.090E−02
2.307E−02
1.524E−02
3.498E−02
4.442E−02
2.521E−02
2.790E−02

19
1.706E−01
1.438E−01
1.026E−01
1.373E−01
1.266E−01
2.468E−01
2.082E−01
1.073E−01
7.854E−02
1.674E−01
1.792E−01
1.363E−01
1.599E−01

20
7.833E−04
1.974E−03
2.897E−03
3.283E−03
2.843E−03
3.090E−03
6.727E−04
1.127E−03
1.524E−03
2.758E−03
0.000E+00
0.000E+00
5.579E−04

21
1.491E−02
2.103E−02
1.159E−02
1.749E−02
2.704E−02
2.886E−02
2.489E−02
1.127E−02
6.094E−03
2.393E−02
1.288E−02
1.170E−02
2.682E−02

22
1.567E−03
1.974E−03
2.318E−03
5.472E−03
2.135E−03
2.060E−03
1.341E−03
2.253E−03
2.285E−03
1.845E−03
2.339E−03
2.929E−03
3.348E−03

23
4.775E−02
5.526E−02
4.582E−02
5.043E−02
6.620E−02
8.433E−02
4.646E−02
2.532E−02
1.373E−02
6.631E−02
3.562E−02
3.519E−02
5.021E−02

24
1.042E−01
1.180E−01
7.479E−02
6.899E−02
7.833E−02
8.230E−02
9.485E−02
6.974E−02
7.242E−02
6.631E−02
1.023E−01
7.039E−02
6.921E−02

25
2.275E−02
3.294E−02
1.685E−02
3.616E−02
3.916E−02
4.013E−02
3.294E−02
7.876E−03
1.223E−02
4.646E−02
1.867E−02
1.524E−02
5.858E−02

26
2.972E−02
2.232E−02
2.371E−02
1.202E−02
1.856E−02
2.264E−02
2.554E−02
1.180E−02
1.148E−02
2.436E−02
1.631E−02
9.979E−03
1.395E−02

27
3.916E−03
9.206E−03
6.373E−03
5.472E−03
3.562E−03
7.200E−03
8.069E−03
2.253E−03
7.618E−04
5.064E−03
8.766E−03
1.760E−03
3.906E−03

28
2.511E−02
2.961E−02
2.371E−02
3.176E−02
3.991E−02
4.217E−02
4.174E−02
3.262E−02
1.524E−02
4.281E−02
3.391E−02
3.165E−02
5.633E−02

29
4.775E−02
5.064E−02
3.884E−02
4.496E−02
5.622E−02
6.899E−02
5.247E−02
2.811E−02
2.210E−02
6.395E−02
4.088E−02
3.637E−02
6.084E−02

30
9.163E−02
9.142E−02
6.609E−02
6.459E−02
7.124E−02
8.433E−02
7.264E−02
1.223E−01
6.094E−02
5.933E−02
9.517E−02
8.509E−02
8.873E−02

31
9.399E−02
8.090E−02
9.099E−02
4.270E−02
5.773E−02
7.618E−02
7.800E−02
8.380E−02
7.618E−02
4.603E−02
6.781E−02
5.633E−02
8.262E−02

32
7.672E−02
1.019E−01
4.925E−02
4.710E−02
8.401E−02
7.414E−02
8.745E−02
2.811E−02
2.747E−02
6.813E−02
4.732E−02
3.927E−02
6.030E−02

33
1.255E−02
1.245E−02
8.691E−03
1.309E−02
8.541E−03
1.234E−02
1.481E−02
8.433E−03
3.809E−03
9.667E−03
7.006E−03
9.388E−03
1.341E−02

34
6.860E−01
8.045E−01
5.987E−01
5.644E−01
4.657E−01
5.876E−01
6.041E−01
7.064E−01
8.353E−01
4.442E−01
8.827E−01
6.298E−01
4.560E−01

35
9.163E−02
6.642E−02
1.223E−01
6.899E−02
5.976E−02
6.481E−02
9.013E−02
4.163E−02
6.094E−02
7.092E−02
8.530E−02
5.805E−02
1.341E−01

36
5.483E−03
7.232E−03
9.850E−03
5.472E−03
4.989E−03
8.230E−03
6.727E−03
5.064E−03
6.856E−03
6.899E−03
5.258E−03
6.459E−03
6.137E−03

37
1.330E−02
1.781E−02
1.738E−02
2.082E−02
2.564E−02
1.234E−02
1.009E−02
1.012E−02
1.599E−02
1.845E−02
2.800E−02
1.234E−02
2.897E−02

38
3.916E−02
3.680E−02
2.607E−02
1.202E−02
3.208E−02
2.983E−02
2.489E−02
2.758E−02
2.060E−02
2.167E−02
2.157E−02
1.760E−02
1.953E−02

39
8.380E−02
5.193E−02
7.940E−02
9.195E−02
8.262E−02
9.678E−02
9.485E−02
4.442E−02
5.408E−02
1.223E−01
1.004E−01
3.755E−02
1.277E−01

40
1.813E−01
1.588E−01
1.470E−01
1.534E−01
1.191E−01
1.459E−01
1.899E−01
2.747E−01
1.685E−01
1.105E−01
1.974E−01
1.588E−01
1.727E−01

41
3.133E−02
3.745E−02
3.594E−02
1.534E−02
1.996E−02
2.983E−02
3.165E−02
2.361E−02
2.972E−02
1.567E−02
2.457E−02
3.047E−02
2.736E−02

42
1.567E−03
1.974E−03
5.794E−04
5.472E−03
3.562E−03
0.000E+00
3.358E−03
1.127E−03
3.047E−03
4.603E−04
2.339E−03
2.929E−03
5.579E−04

43
4.141E−03
8.205E−03
7.356E−03
7.870E−03
7.510E−03
1.160E−02
1.080E−02
7.562E−03
4.938E−03
1.181E−02
1.399E−02
6.327E−03
7.484E−03

44
4.548E−01
7.996E−01
3.096E−01
3.072E−01
2.647E−01
3.461E−01
3.536E−01
2.359E−01
3.018E−01
3.432E−01
3.429E−01
2.560E−01
3.068E−01

45
1.751E−01
3.113E−01
1.175E−01
1.445E−01
1.834E−01
1.734E−01
1.582E−01
8.230E−02
7.510E−02
2.076E−01
9.851E−02
9.388E−02
1.727E−01

46
1.276E−01
2.133E−01
1.309E−01
1.132E−01
9.722E−02
1.320E−01
1.307E−01
1.186E−01
7.227E−02
1.489E−01
1.250E−01
9.439E−02
1.006E−01

47
3.090E−01
5.499E−01
2.249E−01
2.194E−01
2.304E−01
2.444E−01
2.456E−01
1.519E−01
1.350E−01
2.273E−01
2.133E−01
1.564E−01
1.959E−01

48
2.778E−02
5.092E−02
2.726E−02
2.204E−02
2.150E−02
2.492E−02
3.652E−02
1.024E−02
1.314E−02
4.192E−02
1.903E−02
1.253E−02
2.958E−02

49
1.031E−02
2.428E−02
1.389E−02
1.024E−02
9.208E−03
1.381E−02
1.646E−02
8.359E−03
8.950E−03
2.073E−02
1.078E−02
5.195E−03
1.299E−02

50
4.141E−03
5.041E−03
3.755E−03
1.049E−03
3.241E−03
4.681E−03
5.324E−03
3.241E−03
1.826E−03
8.822E−03
2.382E−03
1.829E−03
4.938E−03

51
6.404E−02
1.085E−01
9.516E−02
1.103E−01
6.173E−02
2.136E−01
2.085E−01
3.242E−01
1.505E−01
2.158E−01
2.980E−01
2.326E−01
1.075E−01

52
5.633E−04
1.733E−03
2.778E−03
3.138E−03
3.935E−03
4.681E−03
4.038E−03
2.829E−03
1.096E−03
4.295E−03
3.215E−03
3.241E−03
1.739E−03

53
1.039E−01
1.103E−01
8.230E−02
8.050E−02
7.021E−02
7.639E−02
8.822E−02
9.979E−02
1.052E−01
6.816E−02
1.124E−01
8.976E−02
5.838E−02

54
6.101E+00
5.184E+00
5.352E+00
4.568E+00
5.934E+00
5.616E+00
4.381E+00
4.362E+00
4.736E+00
5.123E+00
4.408E+00
5.743E+00
5.238E+00

55
4.860E−01
5.369E−01
5.167E−01
4.555E−01
4.119E−01
7.180E−01
6.096E−01
1.002E+00
7.112E−01
5.586E−01
8.695E−01
8.446E−01
6.060E−01

56
1.911E−01
1.769E−01
1.865E−01
1.515E−01
2.134E−01
1.729E−01
1.407E−01
1.362E−01
1.697E−01
1.817E−01
1.471E−01
1.796E−01
1.892E−01

57
3.219E+00
3.439E+00
3.261E+00
3.070E+00
2.334E+00
4.577E+00
3.582E+00
5.711E+00
4.357E+00
3.058E+00
4.774E+00
5.259E+00
3.220E+00

58
3.344E−02
5.118E−02
4.475E−02
3.421E−02
4.347E−02
4.810E−02
4.372E−02
4.707E−02
2.906E−02
3.781E−02
4.089E−02
4.449E−02
2.906E−02

59
6.764E−02
6.713E−02
5.838E−02
5.453E−02
5.170E−02
8.050E−02
7.536E−01
8.950E−02
8.539E−02
6.224E−02
8.436E−02
8.693E−02
6.764E−02

60
4.990E−02
5.787E−02
3.935E−02
3.729E−02
2.983E−02
3.909E−02
3.729E−02
3.729E−02
3.806E−02
2.701E−02
4.887E−02
4.630E−02
3.112E−02

61
1.299E+00
1.103E+00
1.288E+00
9.738E−01
9.842E−01
9.615E−01
1.365E+00
5.955E−01
1.217E+00
1.441E+00
8.712E−01
7.610E−01
1.299E+00

62
3.352E−01
3.337E−01
3.185E−01
3.308E−01
5.298E−01
4.324E−01
3.299E−01
3.381E−01
3.152E−01
4.123E−01
3.260E−01
3.063E−01
4.776E−01

63
1.031E−02
1.546E−02
1.402E−02
1.024E−02
1.145E−02
1.011E−02
1.355E−02
6.739E−03
6.584E−03
1.808E−02
7.279E−03
7.742E−03
8.976E−03

64
3.018E+00
2.634E+00
2.691E+00
2.474E+00
3.614E+00
3.317E+00
2.667E+00
2.433E+00
2.731E+00
3.017E+00
2.400E+00
2.649E+00
3.415E+00

65
1.211E−01
1.547E−01
1.211E−01
1.024E−01
1.625E−01
1.246E−01
1.160E−01
8.565E−02
8.410E−02
1.242E−01
9.722E−02
9.748E−02
1.301E−01

66
4.527E−01
5.139E−01
4.905E−01
4.345E−01
5.273E−01
8.463E−01
6.412E−01
9.201E−01
6.325E−01
5.833E−01
8.291E−01
7.281E−01
5.406E−01

67
4.835E−02
9.516E−02
6.301E−02
5.272E−02
5.890E−02
6.584E−02
6.044E−02
6.327E−02
3.626E−02
6.378E−02
5.915E−02
5.581E−02
4.244E−02

68
2.183E−01
2.491E−01
1.633E−01
1.749E−01
1.517E−01
1.865E−01
1.948E−01
1.898E−01
2.335E−01
1.371E−01
2.694E−01
1.723E−01
1.743E−01

69
6.335E−01
4.715E−01
5.246E−01
4.783E−01
4.781E−01
4.435E−01
7.308E−01
2.931E−01
5.961E−01
6.436E−01
4.009E−01
3.063E−01
6.637E−01

70
3.498E−02
4.167E−02
3.755E−02
2.546E−02
2.983E−02
2.623E−02
3.395E−02
1.551E−02
2.881E−02
2.752E−02
2.726E−02
2.052E−02
3.035E−02

71
1.088E−02
1.355E−02
5.967E−03
8.410E−03
8.359E−03
5.684E−03
5.813E−03
5.941E−03
5.658E−03
8.822E−03
7.150E−03
2.392E−03
7.099E−03

72
2.065E−03
3.318E−03
2.778E−03
1.839E−03
3.935E−03
2.467E−03
2.418E−03
1.751E−03
1.826E−03
3.961E−03
2.521E−03
2.109E−03
2.407E−03

73
1.648E−03
6.919E−04
6.095E−04
0.000E+00
3.747E−03
0.000E+00
7.077E−04
0.000E+00
8.014E−04
0.000E+00
2.460E−03
6.174E−04
0.000E+00

74
8.239E−03
7.607E−03
4.876E−03
1.151E−02
4.492E−03
4.334E−03
9.199E−03
2.370E−03
4.808E−03
2.415E−03
6.761E−03
3.081E−03
6.456E−03

75
4.774E−02
2.980E−02
7.065E−02
6.332E−02
3.815E−02
9.413E−02
8.352E−02
4.616E−02
5.858E−02
5.135E−02
7.190E−02
5.858E−02
1.332E−01

76
6.749E−02
4.910E−02
1.079E−01
8.521E−02
3.600E−02
1.354E−01
1.343E−01
5.971E−02
5.688E−02
5.282E−02
1.112E−01
8.081E−02
1.716E−01

77
2.472E−03
6.919E−04
6.095E−03
1.037E−02
7.494E−04
1.298E−02
9.910E−03
2.957E−03
8.014E−03
6.783E−03
7.991E−03
4.323E−03
2.054E−02

78
8.239E−04
1.388E−03
2.438E−03
1.151E−03
0.000E+00
0.000E+00
1.411E−03
0.000E+00
0.000E+00
4.842E−04
6.140E−04
1.230E−03
1.174E−03

79
1.648E−03
0.000E+00
3.047E−03
2.302E−03
7.494E−04
1.082E−03
1.411E−03
2.957E−03
0.000E+00
1.456E−03
3.691E−03
1.230E−03
0.000E+00

80
2.472E−03
2.077E−03
6.095E−04
4.605E−03
0.000E+00
1.082E−03
2.122E−03
2.957E−03
1.603E−03
4.842E−04
2.460E−03
2.472E−03
0.000E+00

81
9.887E−03
6.230E−03
7.314E−03
1.037E−02
7.494E−03
7.573E−03
7.077E−03
5.914E−03
5.609E−03
6.298E−03
3.070E−03
4.323E−03
5.869E−03

82
1.648E−03
2.077E−03
7.923E−03
5.756E−03
7.494E−04
7.573E−03
1.411E−03
1.185E−03
2.404E−03
3.386E−03
3.691E−03
3.081E−03
3.521E−03

83
5.767E−03
1.388E−03
4.266E−03
3.454E−03
2.246E−03
1.082E−03
7.077E−04
3.544E−03
5.609E−03
9.684E−04
1.840E−03
4.323E−03
1.761E−03

84
8.239E−03
1.107E−02
1.467E−02
6.907E−03
1.124E−02
4.334E−03
9.199E−03
1.185E−02
1.208E−02
5.327E−03
1.106E−02
6.174E−03
1.580E−02

85
2.472E−03
2.765E−03
0.000E+00
1.151E−03
1.501E−03
1.082E−03
2.833E−03
1.772E−03
4.808E−03
1.456E−03
1.840E−03
4.323E−03
0.000E+00

86
9.063E−03
9.684E−03
9.142E−03
5.756E−03
1.124E−02
1.082E−02
4.955E−03
5.327E−03
7.212E−03
4.357E−03
8.600E−03
7.404E−03
1.411E−02

87
2.472E−02
1.727E−02
3.905E−02
2.991E−02
1.569E−02
2.494E−02
5.023E−02
2.190E−02
2.325E−02
1.738E−02
3.138E−02
2.596E−02
5.045E−02

88
5.767E−03
2.765E−03
3.657E−03
9.221E−03
2.246E−03
5.418E−03
3.533E−03
2.370E−03
6.411E−03
2.415E−03
5.530E−03
4.932E−03
7.043E−03

89
1.321E−02
6.230E−03
1.704E−02
1.151E−02
5.993E−03
9.740E−03
7.077E−03
5.914E−03
1.603E−02
5.327E−03
1.411E−02
1.050E−02
1.580E−02

90
1.151E−02
8.307E−03
4.142E−02
1.964E−02
6.738E−03
3.679E−02
2.619E−02
1.006E−02
2.562E−02
2.133E−02
2.822E−02
1.603E−02
6.749E−02

91
2.472E−03
6.230E−03
7.314E−03
4.605E−03
2.246E−03
5.418E−03
6.366E−03
3.544E−03
3.205E−03
5.327E−03
8.600E−03
3.081E−03
1.998E−02

92
4.120E−03
1.107E−02
1.036E−02
1.151E−02
1.648E−02
1.298E−02
9.910E−03
1.006E−02
1.524E−02
5.327E−03
8.600E−03
8.025E−03
1.704E−02

93
1.896E−02
1.107E−02
9.752E−03
8.070E−03
5.248E−03
9.740E−03
5.666E−03
7.099E−03
1.287E−02
1.065E−02
1.354E−02
1.050E−02
1.115E−02

94
5.767E−03
4.153E−03
3.047E−03
1.151E−03
7.494E−04
0.000E+00
4.244E−03
1.772E−03
0.000E+00
4.842E−04
6.140E−04
3.702E−03
5.282E−03

95
1.569E−02
8.995E−03
1.467E−02
9.221E−03
3.747E−03
9.740E−03
8.488E−03
9.470E−03
7.212E−03
1.264E−02
1.230E−02
5.553E−03
1.524E−02

96
8.239E−03
4.153E−03
4.266E−03
6.907E−03
7.494E−04
6.490E−03
6.366E−03
3.544E−03
5.609E−03
3.871E−03
3.691E−03
4.323E−03
5.869E−03

97
9.887E−03
2.765E−03
6.704E−03
3.454E−03
7.494E−04
2.167E−03
2.833E−03
3.544E−03
4.007E−03
1.941E−03
3.070E−03
4.932E−03
5.282E−03

98
1.230E−02
8.307E−03
1.467E−02
1.037E−02
8.984E−03
2.167E−03
8.488E−03
4.729E−03
1.122E−02
5.813E−03
6.761E−03
4.932E−03
8.804E−03

99
5.371E−02
5.861E−02
1.093E−01
1.002E−01
1.435E−01
7.762E−02
6.070E−02
3.605E−02
6.364E−02
8.155E−02
7.615E−02
6.107E−02
6.757E−02

100
3.850E−02
4.439E−02
4.500E−02
4.010E−02
3.176E−02
2.710E−02
4.378E−02
2.759E−02
3.139E−02
2.526E−02
3.544E−02
3.017E−02
2.992E−02

101
2.158E−01
1.717E−01
1.337E−01
1.717E−01
1.361E−01
1.778E−01
2.207E−01
1.106E−01
2.036E−01
1.178E−01
1.839E−01
1.704E−01
1.925E−01

102
4.966E−01
5.138E−01
7.811E−01
4.194E−01
4.979E−01
4.071E−01
4.746E−01
4.427E−01
7.117E−01
3.691E−01
4.942E−01
4.231E−01
3.850E−01

103
2.722E−01
2.575E−01
1.803E−01
2.354E−01
1.557E−01
2.526E−01
2.931E−01
1.876E−01
2.771E−01
1.410E−01
2.158E−01
2.195E−01
2.379E−01

104
2.158E−01
2.722E−01
3.029E−01
1.999E−01
2.685E−01
1.668E−01
2.219E−01
2.367E−01
2.452E−01
1.999E−01
1.852E−01
1.582E−01
1.876E−01

105
9.585E−01
8.886E−01
1.015E+00
6.094E−01
6.720E−01
5.892E−01
7.002E−01
7.925E−01
1.429E+00
4.697E−01
7.805E−01
7.419E−01
6.941E−01

106
1.373E−01
1.337E−01
1.631E−01
1.594E−01
1.582E−01
1.140E−01
1.176E−01
9.258E−02
1.210E−01
1.386E−01
1.435E−01
1.275E−01
1.570E−01

107
1.337E−01
1.373E−01
1.398E−01
1.582E−01
1.545E−01
1.129E−01
9.761E−02
9.319E−02
1.337E−01
9.258E−02
1.095E−01
1.006E−01
1.180E−01

108
1.704E−01
2.121E−01
1.803E−01
1.827E−01
2.109E−01
1.655E−01
1.741E−01
1.093E−01
1.974E−01
1.251E−01
1.754E−01
1.263E−01
1.704E−01

109
7.161E−03
7.517E−03
1.126E−02
1.251E−02
1.058E−02
4.709E−03
1.077E−02
9.638E−03
1.045E−02
6.315E−03
6.671E−03
3.348E−03
9.565E−03

110
3.495E−02
3.004E−02
1.852E−02
4.635E−02
2.526E−02
6.352E−02
2.685E−02
6.168E−02
3.924E−02
2.845E−02
5.273E−02
6.634E−02
3.948E−02

111
1.251E−02
2.330E−02
9.933E−03
2.134E−02
2.440E−02
3.409E−02
2.465E−02
3.850E−02
2.784E−02
2.367E−02
2.943E−02
3.556E−02
2.747E−02

112
1.606E−02
2.256E−02
1.594E−02
2.134E−02
2.281E−02
2.710E−02
1.312E−02
2.183E−02
8.706E−03
1.312E−02
3.066E−02
1.950E−02
1.212E−02

113
4.476E−03
6.009E−03
5.297E−03
2.502E−03
4.071E−03
8.228E−03
5.383E−03
9.001E−03
6.094E−03
1.582E−03
4.672E−03
7.382E−03
4.464E−03

114
7.161E−03
6.009E−03
7.946E−03
2.502E−03
1.221E−02
1.288E−02
6.916E−03
1.221E−02
9.577E−03
3.151E−03
1.002E−02
7.382E−03
7.014E−03

115
1.704E−02
1.803E−02
6.622E−03
8.768E−03
5.702E−03
2.121E−02
9.994E−03
1.410E−02
1.045E−02
5.788E−03
2.465E−02
1.471E−02
1.084E−02

116
8.952E−03
7.517E−03
4.635E−03
1.002E−02
8.142E−03
5.886E−03
8.461E−03
1.093E−02
1.741E−03
3.679E−03
7.345E−03
7.382E−03
2.551E−03

117
1.876E−02
1.729E−02
1.192E−02
2.134E−02
1.790E−02
2.710E−02
1.459E−02
1.221E−02
1.312E−02
8.939E−03
1.937E−02
2.477E−02
1.212E−02

118
5.371E−03
1.508E−02
1.459E−02
1.876E−02
2.440E−03
9.405E−03
1.533E−02
1.288E−02
8.706E−03
4.206E−03
9.344E−03
1.471E−02
7.652E−03

119
1.074E−02
1.275E−02
9.933E−03
1.999E−02
9.761E−03
1.876E−02
1.077E−02
1.484E−02
9.577E−03
8.939E−03
1.606E−02
7.382E−03
7.014E−03

120
9.847E−03
6.769E−03
4.635E−03
6.254E−03
8.142E−03
1.176E−02
1.153E−02
1.668E−02
7.836E−03
3.679E−03
1.068E−02
1.337E−02
1.275E−02

121
6.162E−02
2.823E−02
6.215E−02
1.015E−01
4.586E−02
5.156E−02
4.817E−02
3.215E−02
2.725E−02
3.295E−02
1.674E−02
3.357E−02
1.995E−02

122
6.162E−02
6.118E−02
1.122E−01
2.039E−01
1.630E−01
1.549E−01
1.638E−01
1.968E−01
7.631E−02
1.710E−01
1.505E−01
4.622E−02
1.354E−01

123
3.419E+00
2.636E+00
2.511E+00
4.559E+00
3.384E+00
1.808E+00
3.642E+00
4.639E+00
1.763E+00
3.232E+00
3.170E+00
2.680E+00
2.832E+00

124
6.162E−02
9.439E−03
3.731E−02
9.439E−02
5.601E−02
3.678E−02
2.885E−02
3.215E−02
3.268E−02
2.636E−02
2.930E−02
4.622E−02
2.796E−02

125
2.805E−02
0.000E+00
7.881E−02
7.053E−02
6.625E−02
8.094E−02
4.328E−02
2.814E−02
3.268E−02
2.306E−02
1.674E−02
1.683E−02
2.395E−02

126
3.918E−01
3.482E−01
4.853E−01
1.220E+00
2.004E+00
6.776E−01
7.845E−01
5.637E−01
3.330E−01
1.247E+00
5.557E−01
4.283E−01
9.973E−01

127
8.682E−01
8.994E−01
1.291E+00
2.431E+00
3.660E+00
1.763E+00
1.469E+00
2.360E+00
9.083E−01
2.547E+00
1.327E+00
9.617E−01
2.048E+00

128
2.858E+00
2.867E+00
1.523E+00
3.428E+00
3.134E+00
1.719E+00
3.455E+00
3.580E+00
1.567E+00
3.170E+00
2.191E+00
2.297E+00
2.609E+00

129
6.162E−02
4.239E−02
6.215E−02
7.053E−02
4.078E−02
1.327E−01
3.847E−02
2.012E−02
4.907E−02
3.624E−02
5.013E−02
3.357E−02
3.989E−02

130
3.188E+00
2.867E+00
7.458E+00
1.131E+01
1.136E+01
6.508E+00
7.191E+00
3.304E+00
3.669E+00
1.333E+01
4.150E+00
2.956E+00
1.067E+01

131
2.698E+00
2.992E+00
4.746E+00
6.874E+00
7.352E+00
4.425E+00
6.162E+00
3.856E+00
3.562E+00
1.243E+01
3.945E+00
2.093E+00
8.657E+00

132
4.479E−02
5.174E−02
1.371E−01
7.053E−02
1.327E−01
2.208E−02
9.617E−02
7.649E−02
2.182E−02
5.272E−02
7.943E−02
2.520E−02
4.791E−02

133
7.284E−02
1.416E−02
2.484E−02
3.918E−02
2.039E−02
1.469E−02
3.847E−02
3.215E−02
1.086E−02
1.318E−02
4.595E−02
1.256E−02
2.395E−02

134
1.683E−02
1.416E−02
2.075E−02
5.485E−02
3.054E−02
7.364E−03
1.923E−02
1.612E−02
1.086E−02
1.647E−02
2.093E−02
0.000E+00
3.989E−03

135
3.918E−02
3.295E−02
2.484E−02
3.134E−02
2.039E−02
2.208E−02
1.923E−02
8.050E−03
3.268E−02
3.295E−02
1.674E−02
8.397E−03
3.598E−02

136
1.683E−02
2.823E−02
2.075E−02
1.567E−02
3.054E−02
0.000E+00
1.923E−02
1.612E−02
1.638E−02
1.318E−02
5.850E−02
4.194E−03
1.594E−02

137
3.357E−02
5.174E−02
9.528E−02
5.485E−02
6.625E−02
2.208E−02
3.847E−02
8.050E−02
9.261E−02
2.306E−02
3.758E−02
3.776E−02
3.989E−02

138
6.162E−02
1.879E−02
2.075E−02
1.567E−02
4.586E−02
5.886E−02
1.443E−02
2.012E−02
2.725E−02
1.977E−02
2.093E−02
8.397E−03
1.995E−02

139
2.182E−01
1.834E−01
1.745E−01
3.215E−01
2.698E−01
2.208E−01
2.404E−01
3.500E−01
1.202E−01
2.565E−01
1.131E−01
1.808E−01
3.152E−01

140
1.175E−01
1.416E−01
8.290E−02
1.959E−01
1.986E−01
1.033E−01
1.496E−01
2.493E−01
9.795E−02
1.710E−01
1.211E−01
8.397E−02
2.591E−01

141
6.723E−02
1.416E−02
8.709E−02
8.620E−02
9.172E−02
8.094E−02
5.779E−02
4.025E−02
1.638E−02
7.248E−02
6.687E−02
5.459E−02
6.785E−02

142
1.683E−02
2.351E−02
1.247E−02
3.918E−02
2.039E−02
7.364E−03
2.404E−02
1.211E−02
2.182E−02
1.647E−02
2.930E−02
2.520E−02
7.988E−03

143
3.357E−02
1.416E−02
2.484E−02
1.567E−02
2.547E−02
2.208E−02
1.443E−02
4.025E−03
1.086E−02
1.318E−02
1.256E−02
2.102E−02
2.395E−02

144
2.805E−02
2.351E−02
3.313E−02
2.351E−02
9.706E−02
1.469E−02
2.404E−02
2.814E−02
1.638E−02
3.624E−02
4.595E−02
2.102E−02
3.598E−02

145
1.122E−02
2.351E−02
2.484E−02
2.351E−02
9.172E−02
1.469E−02
3.366E−02
4.426E−02
3.268E−02
2.965E−02
2.930E−02
1.683E−02
7.988E−03

146
2.573E−01
2.021E−01
2.030E−01
1.959E−01
2.547E−01
5.886E−02
3.419E−01
2.734E−01
1.416E−01
3.099E−01
1.300E−01
1.932E−01
2.119E−01

147
1.006E−01
1.131E−01
9.528E−02
1.336E−01
2.805E−01
1.621E−01
1.683E−01
1.852E−01
1.086E−01
2.440E−01
7.943E−02
8.397E−02
1.434E−01

148
3.695E−01
3.998E−01
2.360E−01
4.470E−01
8.201E−01
2.573E−01
4.960E−01
7.845E−01
1.256E−01
7.044E−01
3.179E−01
4.034E−01
5.948E−01

149
1.345E−01
8.468E−02
6.634E−02
1.015E−01
1.834E−01
1.256E−01
1.879E−01
2.012E−01
8.727E−02
1.612E−01
8.362E−02
5.877E−02
2.155E−01

150
4.479E−02
2.351E−02
4.150E−03
2.351E−02
3.054E−02
2.947E−02
9.617E−03
2.012E−02
5.450E−03
1.318E−02
3.339E−02
2.939E−02
3.197E−02

151
3.357E−02
1.879E−02
1.656E−02
4.702E−02
2.039E−02
6.625E−02
9.617E−03
8.050E−03
2.182E−02
1.977E−02
2.093E−02
2.102E−02
7.988E−03

152
2.805E−02
2.823E−02
4.978E−02
7.053E−02
1.273E−01
4.417E−02
2.404E−02
1.612E−02
1.086E−02
3.954E−02
1.674E−02
3.776E−02
5.592E−02

153
5.601E−03
1.879E−02
3.313E−02
3.918E−02
4.078E−02
0.000E+00
4.817E−02
2.413E−02
4.907E−02
2.965E−02
2.093E−02
8.397E−03
3.989E−02

154
3.357E−02
9.439E−03
0.000E+00
3.918E−02
2.039E−02
1.469E−02
1.443E−02
1.211E−02
0.000E+00
9.884E−03
4.176E−03
1.256E−02
1.594E−02

155
5.601E−03
9.439E−03
1.656E−02
5.485E−02
5.093E−02
2.208E−02
1.923E−02
3.624E−02
2.725E−02
1.318E−02
2.093E−02
2.102E−02
3.197E−02

156
4.203E−01
3.482E−01
3.072E−01
3.295E−01
3.259E−01
1.104E−01
5.245E−01
4.630E−01
1.745E−01
8.005E−01
1.879E−01
1.131E−01
4.951E−01

157
1.460E−01
1.273E−01
1.077E−01
1.015E−01
2.191E−01
5.886E−02
1.825E−01
1.772E−01
7.631E−02
2.440E−01
8.362E−02
7.133E−02
2.075E−01

158
5.156E−01
4.657E−01
2.734E−01
3.606E−01
4.078E−01
1.621E−01
4.524E−01
3.384E−01
2.618E−01
5.797E−01
2.093E−01
1.808E−01
6.073E−01

159
1.122E−01
1.416E−01
8.290E−02
1.407E−01
1.630E−01
5.156E−02
1.300E−01
1.042E−01
7.631E−02
1.745E−01
1.425E−01
5.040E−02
1.879E−01

160
3.357E−02
5.174E−02
3.731E−02
3.134E−02
4.586E−02
5.156E−02
1.443E−02
2.012E−02
3.268E−02
3.295E−02
1.674E−02
8.397E−03
2.395E−02

161
4.479E−02
4.239E−02
1.247E−02
7.053E−02
8.664E−02
2.208E−02
3.366E−02
6.037E−02
4.907E−02
9.884E−03
4.176E−02
7.133E−02
3.989E−03

162
1.683E−02
3.295E−02
4.559E−02
5.485E−02
4.078E−02
4.417E−02:
9.617E−03
3.215E−02
2.725E−02
2.306E−02
4.595E−02
8.397E−03
2.395E−02

163
7.284E−02
2.351E−02
2.903E−02
3.134E−02
4.078E−02
4.417E−02
6.260E−02
5.227E−02
1.638E−02
1.647E−02
1.256E−02
2.102E−02
2.796E−02

164
3.357E−02
1.416E−02
2.903E−02
3.134E−02
0.000E+00
2.208E−02
2.885E−02
2.413E−02
2.725E−02
1.977E−02
4.176E−03
1.683E−02
1.202E−02

165
4.479E−02
3.295E−02
4.559E−02
3.918E−02
3.562E−02
2.947E−02
3.847E−02
2.814E−02
1.638E−02
2.306E−02
3.758E−02
4.194E−02
2.796E−02

166
6.162E−02
3.295E−02
1.656E−02
7.053E−02
6.625E−02
8.833E−02
6.741E−02
7.649E−02
1.086E−02
6.919E−02
5.850E−02
5.040E−02
7.186E−02

167
3.028E−01
2.591E−01
1.656E−01
2.271E−01
1.425E−01
6.625E−02
3.900E−01
2.048E−01
1.256E−01
5.004E−01
1.380E−01
1.175E−01
1.754E−01

168
8.994E−02
2.075E−01
1.033E−01
1.959E−01
1.220E−01
1.033E−01
1.443E−01
1.647E−01
1.416E−01
1.710E−01
1.006E−01
8.816E−02
1.354E−01

169
2.244E−02
6.118E−02
6.215E−02
8.620E−02
2.547E−02
4.417E−02
6.741E−02
4.025E−02
5.450E−02
4.283E−02
3.339E−02
3.776E−02
4.791E−02

170
4.479E−02
6.589E−02
7.462E−02
9.439E−02
5.093E−02
2.947E−02
4.817E−02
5.227E−02
5.450E−02
1.318E−02
4.176E−02
7.133E−02
2.395E−02

171
4.479E−02
7.533E−02
6.634E−02
3.918E−02
3.562E−02
7.364E−03
3.847E−02
3.215E−02
2.725E−02
2.636E−02
7.106E−02
3.776E−02
3.197E−02

172
3.863E−02
8.105E−02
7.247E−02
1.057E−01
7.088E−02
4.660E−02
1.545E−01
1.386E−01
7.210E−02
2.256E−01
1.361E−01
7.689E−02
8.363E−02

173
2.554E+00
2.804E+00
2.186E+00
3.153E+00
2.325E+00
1.818E+00
2.741E+00
2.856E+00
3.372E+00
2.158E+00
2.991E+00
2.678E+00
2.177E+00

174
4.472E+00
4.906E+00
3.545E+00
5.426E+00
3.838E+00
2.572E+00
4.635E+00
4.644E+00
5.144E+00
3.727E+00
4.193E+00
3.964E+00
2.177E+00

175
8.000E−01
1.008E+00
9.734E−01
1.147E+00
1.113E+00
7.381E−01
1.121E+00
1.203E+00
1.007E+00
1.195E+00
1.073E+00
7.590E−01
8.699E−01

176
3.029E+00
2.701E+00
3.396E+00
5.833E+00
2.923E+00
1.869E+00
3.417E+00
2.708E+00
2.615E+00
2.653E+00
4.070E+00
3.509E+00
2.641E+00

177
8.093E−01
7.356E−01
1.339E+00
1.860E+00
1.254E+00
7.016E−01
1.517E+00
6.699E−01
6.938E−01
1.883E+00
1.230E+00
9.550E−01
1.612E+00

178
8.878E−02
1.484E−01
2.146E−01
3.225E−01
1.962E−01
1.471E−01
2.354E−01
8.535E−02
9.234E−02
3.593E−01
3.532E−01
2.183E−01
2.685E−01

179
2.857E−02
2.269E−02
2.170E−02
8.633E−02
2.452E−02
2.636E−02
3.446E−02
1.275E−02
1.496E−02
4.169E−02
4.034E−02
3.642E−02
4.071E−02

180
1.545E−02
3.433E−02
2.403E−02
4.206E−02
2.735E−02
9.123E−03
1.790E−02
1.717E−02
2.330E−02
1.361E−02
2.477E−02
2.367E−02
3.850E−03

181
1.386E−02
2.403E−02
1.594E−02
2.587E−02
1.471E−02
6.082E−03
8.620E−03
1.606E−02
1.655E−02
9.982E−03
1.839E−02
1.680E−02
1.484E−02

182
7.787E−02
6.671E−02
1.165E−01
1.036E−01
7.223E−02
4.255E−02
6.291E−02
7.480E−02
8.032E−02
5.665E−02
7.885E−02
7.223E−02
6.438E−02

183
9.991E−01
1.329E+00
1.877E+00
1.408E+00
1.303E+00
8.293E−01
1.264E+00
1.552E+00
2.082E+00
1.274E+00
1.319E+00
1.042E+00
9.485E−01

184
1.231E+00
1.279E+00
2.152E+00
1.577E+00
1.490E+00
6.600E−01
1.328E+00
1.423E+00
2.160E+00
1.250E+00
1.397E+00
1.228E+00
1.057E+00

185
9.312E−01
1.053E+00
1.519E+00
1.069E+00
1.124E+00
4.414E−01
8.535E−01
1.042E+00
1.548E+00
7.908E−01
9.871E−01
8.677E−01
7.456E−01

186
2.126E+00
2.459E+00
3.255E+00
3.005E+00
2.538E+00
9.895E−01
2.171E+00
2.569E+00
3.109E+00
2.040E+00
1.782E+00
1.695E+00
1.956E+00

187
4.022E−01
5.248E−01
7.664E−01
5.714E−01
7.161E−01
3.409E−01
4.979E−01
6.738E−01
6.555E−01
5.592E−01
4.782E−01
3.262E−01
4.611E−01

188
4.476E−02
4.083E−02
8.277E−02
4.427E−02
6.941E−02
3.348E−02
4.844E−02
6.315E−02
4.206E−02
4.807E−02
5.702E−02
3.703E−02
2.587E−02

189
9.258E−03
8.424E−03
1.717E−02
1.508E−02
1.193E−02
6.082E−03
1.925E−02
1.109E−02
1.422E−02
1.815E−02
1.386E−02
1.386E−02
8.253E−03

190
1.803E−01
1.631E−01
2.649E−01
3.213E−01
2.551E−01
1.226E−01
1.557E−01
1.484E−01
1.704E−01
1.937E−01
2.600E−01
1.950E−01
1.149E−01

191
1.558E+00
1.285E+00
3.441E+00
3.225E+00
2.648E+00
9.560E−01
2.271E+00
1.200E+00
1.752E+00
2.659E+00
1.883E+00
1.504E+00
2.588E+00

192
3.200E−01
3.826E−01
8.044E−01
8.694E−01
6.511E−01
2.698E−01
5.494E−01
2.673E−01
3.433E−01
7.100E−01
7.430E−01
5.224E−01
6.757E−01

193
6.867E−02
7.198E−02
1.034E−01
1.508E−01
9.822E−02
4.770E−02
6.830E−02
5.212E−02
6.830E−02
7.345E−02
1.002E−01
7.345E−02
6.818E−02

194
1.373E−01
1.212E−01
1.484E−01
1.226E−01
7.578E−02
4.660E−02
6.634E−02
9.969E−02
2.085E−01
2.857E−02
9.148E−02
9.773E−02
4.562E−02

195
6.168E−02
5.579E−02
4.684E−02
3.237E−02
3.151E−02
1.827E−02
2.980E−02
4.880E−02
1.036E−01
1.729E−02
4.427E−02
3.176E−02
2.036E−02

196
8.020E−02
1.115E−01
1.803E−01
1.079E−01
1.508E−01
6.082E−02
2.121E−01
1.263E−01
1.209E−01
3.323E−01
1.300E−01
5.322E−02
2.121E−01

197
7.333E−02
7.259E−02
1.398E−01
1.036E−01
1.067E−01
6.180E−02
1.008E−01
8.032E−02
8.706E−02
2.207E−01
7.995E−02
6.364E−02
1.094E−01

198
3.630E−02
3.115E−02
6.168E−02
1.090E−01
6.450E−02
2.735E−02
4.635E−02
4.929E−02
7.357E−02
7.615E−02
7.713E−02
4.856E−02
3.679E−02

199
9.871E−02
8.486E−02
2.354E−01
2.526E−01
1.178E−01
6.793E−02
7.296E−02
9.086E−02
1.668E−01
1.312E−02
1.521E−01
1.398E−01
1.100E−02

200
7.480E−02
6.941E−02
1.159E−01
1.373E−01
5.543E−02
3.446E−02
5.101E−02
4.660E−02
8.559E−02
1.496E−02
8.976E−02
7.456E−02
2.195E−02

201
7.174E−02
8.302E−02
7.480E−02
7.235E−02
4.905E−02
2.134E−02
5.371E−02
5.653E−02
1.007E−01
2.673E−02
5.175E−02
3.936E−02
2.918E−02

202
1.778E−02
1.226E−02
1.594E−02
3.887E−02
2.109E−03
1.014E−02
1.398E−02
1.557E−02
1.051E−02
1.361E−03
1.839E−02
1.962E−02
1.100E−03

203
0.000E+00
1.300E−03
5.714E−04
4.316E−03
0.000E+00
1.014E−03
2.649E−03
5.543E−04
2.256E−03
9.074E−04
4.598E−03
2.894E−03
0.000E+00

204
1.003E−02
1.300E−02
2.060E−02
2.808E−02
1.193E−02
3.041E−03
1.193E−02
1.275E−02
3.752E−03
9.074E−04
2.011E−02
1.324E−02
7.149E−03

205
1.545E−03
2.587E−03
5.714E−04
0.000E+00
7.014E−04
2.023E−03
1.987E−03
1.109E−03
3.752E−03
1.361E−03
5.751E−04
5.776E−04
3.299E−03

206
2.551E−02
1.496E−02
3.139E−02
6.364E−02
1.680E−02
9.123E−03
1.925E−02
2.269E−02
1.496E−02
4.083E−03
2.992E−02
2.367E−02
3.850E−03

207
1.386E−02
8.424E−03
8.559E−03
1.187E−02
8.424E−03
7.100E−03
1.324E−02
1.053E−02
1.655E−02
4.991E−03
9.209E−03
8.670E−03
7.701E−03

208
1.080E−02
4.537E−03
3.998E−03
5.395E−03
4.905E−03
4.059E−03
6.634E−03
2.771E−03
3.004E−03
3.176E−03
4.598E−03
4.623E−03
1.100E−03

209
0.000E+00
0.000E+00
1.142E−03
1.079E−03
2.109E−03
1.014E−03
0.000E+00
0.000E+00
0.000E+00
1.815E−03
5.751E−04
0.000E+00
0.000E+00

210
2.318E−03
2.587E−03
2.281E−03
0.000E+00
1.398E−03
1.014E−03
0.000E+00
0.000E+00
7.505E−04
1.361E−03
5.751E−04
0.000E+00
5.494E−04

211
7.713E−04
2.587E−03
1.142E−03
3.237E−03
0.000E+00
0.000E+00
6.634E−04
0.000E+00
0.000E+00
4.537E−04
1.151E−03
1.729E−03
0.000E+00

212
6.941E−03
6.487E−03
3.998E−03
3.237E−03
2.109E−03
1.014E−03
1.987E−03
3.323E−03
6.009E−03
9.074E−04
2.305E−03
0.000E+00
5.494E−04

213
7.713E−04
1.300E−03
5.138E−03
1.079E−02
4.905E−03
4.059E−03
3.311E−03
3.323E−03
2.256E−03
1.361E−03
4.598E−03
1.729E−03
1.655E−03

214
3.863E−03
5.837E−03
1.717E−03
5.395E−03
5.616E−03
4.059E−03
2.649E−03
3.875E−03
5.261E−03
9.074E−04
4.034E−03
3.470E−03
4.954E−03

215
7.713E−04
1.300E−03
1.717E−03
1.079E−03
7.014E−04
1.014E−03
0.000E+00
0.000E+00
0.000E+00
4.537E−04
5.751E−04
0.000E+00
2.747E−03

216
0.000E+00
1.300E−03
1.717E−03
1.079E−03
0.000E+00
0.000E+00
6.634E−04
0.000E+00
0.000E+00
0.000E+00
0.000E+00
5.776E−04
5.494E−04

217
1.545E−03
6.487E−04
0.000E+00
0.000E+00
7.014E−04
0.000E+00
0.000E+00
5.543E−04
1.496E−03
4.537E−04
5.751E−04
5.776E−04
0.000E+00

218
1.267E+00
1.529E+00
2.212E+00
1.592E+00
1.668E+00
9.439E−01
1.280E+00
1.698E+00
1.806E+00
1.367E+00
1.407E+00
1.131E+00
9.848E−01

219
1.619E−02
1.300E−02
2.232E−02
1.619E−02
1.263E−02
2.023E−02
1.193E−02
2.219E−02
2.698E−02
2.134E−02
1.962E−02
1.099E−02
1.045E−02

220
5.878E−01
1.156E+00
9.769E−01
2.036E+00
1.171E+00
2.469E+00
2.335E+00
3.816E+00
1.174E+00
3.112E+00
3.461E+00
2.093E+00
1.553E+00

221
6.237E+01
6.445E+01
5.577E+01
7.513E+01
6.272E+01
8.769E+01
6.309E+01
7.815E+01
6.925E+01
6.973E+01
8.583E+01
7.313E+01
6.192E+01

222
5.211E+01
5.257E+01
4.199E+01
6.062E+01
7.448E+01
7.181E+01
5.209E+01
5.490E+01
4.218E+01
7.390E+01
5.012E+01
5.225E+01
7.328E+01

223
2.295E+01
2.925E+01
2.095E+01
3.212E+01
2.707E+01
4.683E+01
3.302E+01
5.386E+01
2.786E+01
3.486E+01
4.217E+01
3.946E+01
3.391E+01

224
2.348E+01
2.368E+01
1.862E+01
2.404E+01
2.638E+01
3.347E+01
2.615E+01
2.837E+01
2.381E+01
2.798E+01
3.203E+01
2.410E+01
2.374E+01

225
1.453E+01
1.421E+01
1.436E+01
1.585E+01
1.600E+01
1.610E+01
2.019E+01
1.090E+01
1.416E+01
2.585E+01
1.337E+01
1.032E+01
2.038E+01

226
5.246E+00
4.459E+00
5.143E+00
6.023E+00
6.305E+00
7.542E+00
7.943E+00
5.608E+00
5.441E+00
1.639E+01
5.624E+00
2.771E+00
1.182E+01

227
1.594E+00
1.643E+00
1.503E+00
1.934E+00
2.219E+00
3.119E+00
2.409E+00
2.007E+00
2.152E+00
5.687E+00
2.345E+00
1.259E+00
3.620E+00

228
4.355E−01
3.428E−01
4.699E−01
4.847E−01
4.920E−01
8.385E−01
3.802E−01
3.756E−01
4.073E−01
2.930E−01
6.413E−01
4.094E−01
1.667E−01

229
4.662E−01
3.388E−01
4.774E−01
4.993E−01
5.605E−01
9.920E−01
4.251E−01
4.054E−01
4.791E−01
3.264E−01
6.991E−01
4.170E−01
2.167E−01

230
4.865E+01
3.221E+01
3.334E+01
3.614E+01
3.486E+01
3.806E+01
4.857E+01
4.266E+01
4.071E+01
2.780E+01
3.485E+01
4.167E+01
3.864E+01

231
5.587E+00
3.402E+00
4.004E+00
3.995E+00
4.751E+00
6.018E+00
5.591E+00
5.461E+00
4.767E+00
4.157E+00
4.807E+00
4.617E+00
4.293E+00

232
2.608E+00
1.513E+00
2.121E+00
2.196E+00
1.617E+00
1.844E+00
2.032E+00
1.865E+00
1.666E+00
1.720E+00
2.304E+00
1.688E+00
1.800E+00

233
7.177E+00
4.864E+00
5.363E+00
5.051E+00
5.793E+00
5.237E+00
6.843E+00
4.131E+00
5.562E+00
4.930E+00
6.623E+00
7.200E+00
5.695E+00

234
1.861E+01
1.637E+01
1.566E+01
1.445E+01
1.179E+01
1.794E+01
2.283E+01
2.443E+01
1.937E+01
1.901E+01
2.447E+01
2.701E+01
1.483E+01

235
1.154E+01
8.316E+00
1.343E+01
8.861E+00
9.896E+00
1.047E+01
1.270E+01
1.616E+01
1.360E+01
8.676E+00
1.065E+01
1.267E+01
9.046E+00

236
9.325E−01
7.495E−01
1.053E+00
1.081E+00
8.513E−01
8.585E−01
6.461E−01
4.272E−01
4.619E−01
6.087E−01
1.168E+00
7.118E−01
4.940E−01

237
3.295E+00
2.614E+00
4.065E+00
4.724E+00
6.272E+00
4.527E+00
3.160E+00
2.820E+00
2.129E+00
5.113E+00
4.176E+00
3.343E+00
5.963E+00

238
5.923E+00
5.446E+00
7.165E+00
6.134E+00
5.933E+00
5.686E+00
6.548E+00
8.433E+00
5.115E+00
5.831E+00
7.043E+00
6.310E+00
6.718E+00

239
1.468E+00
1.083E+00
1.514E+00
1.297E+00
1.167E+00
1.179E+00
1.324E+00
1.604E+00
1.169E+00
1.103E+00
1.472E+00
1.419E+00
1.248E+00

240
1.663E+01
2.691E+01
2.239E+01
2.112E+01
1.703E+01
1.425E+01
8.591E+00
1.342E+01
1.348E+01
7.399E+00
2.048E+01
2.167E+01
4.926E+00

241
2.324E+02
2.481E+02
2.409E+02
2.235E+02
2.540E+02
2.435E+02
1.797E+02
2.144E+02
2.288E+02
2.166E+02
1.921E+02
2.090E+02
2.238E+02

242
1.219E+02
1.553E+02
1.614E+02
1.449E+02
1.321E+02
1.734E+02
1.339E+02
2.212E+02
1.733E+02
1.459E+02
1.789E+02
1.745E+02
1.358E+02

243
1.069E+01
1.343E+01
1.542E+01
1.338E+01
1.196E+01
1.557E+01
1.296E+01
2.219E+01
1.580E+01
1.403E+01
1.744E+01
1.730E+01
1.234E+01

244
6.558E+00
6.647E+00
9.772E+00
8.218E+00
9.117E+00
7.974E+00
9.111E+00
5.355E+00
6.142E+00
1.074E+01
7.364E+00
5.784E+00
1.149E+01

245
3.740E+00
4.231E+00
4.752E+00
5.042E+00
5.431E+00
4.531E+00
4.280E+00
3.512E+00
2.846E+00
5.502E+00
4.640E+00
3.915E+00
6.337E+00

246
7.422E+00
5.911E+00
8.690E+00
7.882E+00
7.781E+00
6.975E+00
4.726E+00
5.927E+00
4.901E+00
6.774E+00
6.800E+00
6.160E+00
6.855E+00

247
4.935E+00
3.434E+00
4.880E+00
5.262E+00
4.012E+00
5.741E+00
3.679E+00
4.199E+00
4.062E+00
4.691E+00
5.342E+00
4.005E+00
4.548E+00

248
5.726E+01
6.526E+01
8.491E+01
5.478E+01
8.021E+01
5.366E+01
6.470E+01
3.768E+01
6.225E+01
9.324E+01
5.116E+01
4.003E+01
6.685E+01

249
3.525E+01
6.314E+01
6.343E+01
4.568E+01
6.552E+01
4.935E+01
4.874E+01
4.162E+01
4.648E+01
7.766E+01
6.523E+01
5.145E+01
5.616E+01

250
1.018E+02
1.158E+02
1.211E+02
1.082E+02
1.625E+02
1.254E+02
1.020E+02
1.155E+02
1.039E+02
1.309E+02
1.071E+02
9.830E+01
1.228E+02

251
4.191E+01
4.652E+01
4.987E+01
5.060E+01
5.084E+01
5.322E+01
4.327E+01
5.713E+01
5.236E+01
4.303E+01
5.896E+01
5.553E+01
4.184E+01

252
3.097E+00
3.243E+00
3.605E+00
3.434E+00
3.015E+00
3.774E+00
2.942E+00
4.027E+00
3.418E+00
2.941E+00
4.540E+00
3.830E+00
2.593E+00

253
3.332E+00
3.283E+00
3.862E+00
3.351E+00
3.649E+00
3.753E+00
3.182E+00
2.736E+00
2.418E+00
5.339E+00
3.697E+00
2.502E+00
4.090E+00

254
6.648E+00
7.755E+00
8.823E+00
7.151E+00
8.340E+00
6.698E+00
9.019E+00
5.963E+00
5.673E+00
1.077E+01
6.557E+00
4.671E+00
1.088E+01

255
6.878E+00
7.489E+00
8.745E+00
6.852E+00
7.157E+00
6.675E+00
8.064E+00
4.922E+00
5.637E+00
8.128E+00
5.936E+00
5.323E+00
9.080E+00

256
2.706E+00
2.633E+00
3.855E+00
2.988E+00
2.525E+00
2.772E+00
2.638E+00
2.050E+00
2.214E+00
2.799E+00
3.121E+00
2.582E+00
2.715E+00

257
5.917E+00
4.350E+00
5.408E+00
6.176E+00
4.985E+00
6.244E+00
5.032E+00
3.679E+00
4.565E+00
4.965E+00
6.472E+00
4.622E+00
5.170E+00

258
1.627E+01
1.755E+01
2.280E+01
1.720E+01
2.283E+01
2.017E+01
1.759E+01
1.286E+01
1.767E+01
3.631E+01
1.921E+01
1.029E+01
2.285E+01

259
3.213E+01
3.383E+01
4.322E+01
3.200E+01
4.101E+01
2.911E+01
4.099E+01
2.298E+01
3.392E+01
5.026E+01
3.018E+01
1.997E+01
3.770E+01

260
2.846E+01
3.326E+01
3.565E+01
3.151E+01
2.922E+01
2.932E+01
3.895E+01
2.624E+01
3.339E+01
3.808E+01
3.979E+01
3.115E+01
2.858E+01

261
4.086E+01
4.223E+01
3.243E+01
3.986E+01
2.662E+01
3.340E+01
4.690E+01
4.128E+01
4.339E+01
2.937E+01
3.963E+01
4.218E+01
3.326E+01

262
1.276E+01
1.360E+01
1.137E+01
1.568E+01
1.025E+01
1.368E+01
1.215E+01
1.082E+01
1.561E+01
8.291E+00
1.515E+01
1.347E+01
1.141E+01

263
2.371E+00
1.986E+00
3.120E+00
2.278E+00
2.632E+00
2.416E+00
2.312E+00
1.785E+00
1.709E+00
3.955E+00
2.284E+00
1.446E+00
3.564E+00

264
2.563E+00
2.168E+00
3.680E+00
2.763E+00
2.426E+00
2.466E+00
2.372E+00
2.093E+00
2.075E+00
2.657E+00
2.746E+00
2.291E+00
2.690E+00

265
1.957E+00
1.781E+00
3.106E+00
2.096E+00
1.962E+00
1.894E+00
1.814E+00
1.708E+00
1.916E+00
1.505E+00
2.006E+00
1.712E+00
1.938E+00

266
2.638E+00
2.575E+00
3.932E+00
3.062E+00
1.667E+00
1.897E+00
1.746E+00
2.027E+00
1.840E+00
7.565E−01
2.854E+00
3.006E+00
9.351E−01

267
2.935E+00
2.687E+00
3.294E+00
2.800E+00
1.414E+00
2.365E+00
1.991E+00
2.257E+00
1.966E+00
1.171E+00
2.957E+00
2.810E+00
1.454E+00

268
7.862E+00
7.045E+00
1.208E+01
7.223E+00
1.016E+01
8.732E+00
1.112E+01
8.731E+00
7.604E+00
2.159E+01
7.903E+00
3.742E+00
1.249E+01

269
5.424E+00
5.528E+00
9.734E+00
7.817E+00
6.878E+00
6.880E+00
6.471E+00
6.802E+00
8.150E+00
1.021E+01
8.126E+00
5.255E+00
5.359E+00

270
2.320E+00
2.583E+00
4.357E+00
3.474E+00
2.830E+00
3.189E+00
2.632E+00
2.982E+00
3.692E+00
2.758E+00
3.841E+00
2.523E+00
1.752E+00

271
1.910E+01
1.216E+01
1.378E+01
1.540E+01
1.352E+01
1.508E+01
1.818E+01
1.266E+01
1.383E+01
1.267E+01
1.860E+01
1.425E+01
1.466E+01

272
1.203E+02
8.403E+01
8.507E+01
1.015E+02
8.428E+01
9.237E+01
1.260E+02
1.058E+02
1.021E+02
7.062E+01
9.127E+01
1.026E+02
9.810E+01

273
1.306E+02
9.165E+01
8.934E+01
1.059E+02
8.404E+01
9.181E+01
1.260E+02
1.085E+02
1.111E+02
7.409E+01
9.128E+01
1.086E+02
1.025E+02

274
2.114E+01
1.365E+01
1.304E+01
1.619E+01
1.270E+01
1.446E+01
2.044E+01
1.808E+01
1.615E+01
1.173E+01
1.395E+01
1.677E+01
1.620E+01

275
9.553E−01
7.914E−01
7.859E−01
8.029E−01
6.219E−01
5.238E−01
8.140E−01
5.657E−01
5.482E−01
4.907E−01
9.353E−01
8.102E−01
7.268E−01

276
1.444E+01
9.898E+00
1.084E+01
9.217E+00
7.798E+00
6.821E+00
1.346E+01
7.104E+00
1.117E+01
7.162E+00
1.187E+01
1.488E+01
1.089E+01

277
4.149E+01
2.913E+01
2.485E+01
2.331E+01
1.732E+01
1.807E+01
3.744E+01
2.099E+01
3.252E+01
1.725E+01
2.744E+01
4.722E+01
2.665E+01

278
4.136E+01
2.892E+01
2.399E+01
2.269E+01
1.650E+01
1.911E+01
3.642E+01
2.033E+01
3.209E+01
1.680E+01
2.611E+01
4.616E+01
2.626E+01

279
9.765E+00
7.581E+00
6.495E+00
5.523E+00
3.717E+00
5.990E+00
8.795E+00
9.484E+00
7.387E+00
6.816E+00
8.816E+00
1.142E+01
5.474E+00

280
7.268E+00
9.064E+00
8.004E+00
8.278E+00
7.017E+00
5.035E+00
5.903E+00
4.864E+00
5.942E+00
4.234E+00
8.318E+00
8.526E+00
5.231E+00

281
1.135E+02
1.192E+02
1.311E+02
1.244E+02
1.389E+02
1.015E+02
9.403E+01
1.013E+02
1.082E+02
1.228E+02
9.999E+01
1.110E+02
1.213E+02

282
1.005E+02
1.026E+02
1.131E+02
1.069E+02
1.179E+02
9.450E+01
7.931E+01
8.578E+01
9.203E+01
1.059E+02
8.570E+01
9.462E+01
1.037E+02

283
3.437E+01
4.482E+01
5.015E+01
4.480E+01
3.563E+01
4.954E+01
3.947E+01
6.873E+01
4.656E+01
4.401E+01
5.482E+01
5.398E+01
3.830E+01

284
6.615E+00
4.360E+00
5.564E+00
7.634E+00
5.994E+00
6.837E+00
5.224E+00
3.769E+00
4.973E+00
6.240E+00
7.136E+00
4.749E+00
6.564E+00

285
7.324E+01
7.394E+01
7.209E+01
7.399E+01
9.184E+01
7.387E+01
7.208E+01
6.696E+01
7.428E+01
7.717E+01
7.079E+01
6.844E+01
8.205E+01

286
5.555E+01
5.762E+01
5.545E+01
5.924E+01
6.609E+01
5.764E+01
5.566E+01
4.900E+01
5.717E+01
5.867E+01
5.548E+01
5.352E+01
6.352E+01

287
7.666E+00
8.235E+00
9.033E+00
8.206E+00
7.967E+00
9.002E+00
7.715E+00
1.001E+01
8.455E+00
7.688E+00
1.012E+01
1.015E+01
7.192E+00

288
8.329E+01
8.477E+01
6.399E+01
7.570E+01
4.963E+01
5.735E+01
9.413E+01
7.641E+01
8.264E+01
5.994E+01
7.287E+01
8.048E+01
6.917E+01

289
6.659E+01
6.864E+01
5.050E+01
6.139E+01
3.895E+01
4.808E+01
7.565E+01
6.219E+01
6.383E+01
4.750E+01
5.685E+01
6.375E+01
5.538E+01

290
2.404E+01
2.573E+01
1.710E+01
2.703E+01
1.598E+01
2.228E+01
2.650E+01
1.988E+01
2.828E+01
1.901E+01
2.460E+01
2.218E+01
2.624E+01

291
1.928E+01
1.959E+01
1.309E+01
2.223E+01
1.286E+01
1.909E+01
2.002E+01
1.511E+01
2.172E+01
1.451E+01
1.897E+01
1.776E+01
2.090E+01

292
2.289E+00
2.369E+00
2.447E+00
2.620E+00
1.752E+00
2.267E+00
1.876E+00
1.815E+00
2.355E+00
1.451E+00
2.558E+00
2.381E+00
1.890E+00

293
2.197E+00
2.180E+00
2.503E+00
2.547E+00
1.136E+00
1.412E+00
1.567E+00
1.653E+00
1.638E+00
4.940E−01
2.280E+00
2.465E+00
5.275E−01

294
1.642E+00
1.915E+00
2.755E+00
1.715E+00
1.619E+00
1.277E+00
1.145E+00
1.240E+00
1.157E+00
1.087E+00
1.700E+00
1.751E+00
1.088E+00

295
1.602E+00
1.900E+00
2.789E+00
1.772E+00
1.593E+00
1.282E+00
1.137E+00
1.222E+00
1.180E+00
1.100E+00
1.776E+00
1.758E+00
1.095E+00

296
9.374E−01
1.164E+00
1.819E+00
1.014E+00
8.920E−01
8.456E−01
7.862E−01
1.063E+00
7.020E−01
7.641E−01
1.187E+00
1.145E+00
6.933E−01

297
6.741E−01
4.706E−01
4.595E−01
3.810E−01
3.734E−01
5.471E−01
5.331E−01
4.970E−01
5.383E−01
2.882E−01
3.139E−01
4.803E−01
4.646E−01

298
3.604E−02
2.210E−02
1.442E−02
1.660E−02
1.613E−02
2.853E−02
2.403E−02
2.338E−02
2.596E−02
1.319E−02
1.560E−02
2.617E−02
2.531E−02

299
3.108E−01
2.230E−01
1.536E−01
8.838E−02
7.573E−02
1.787E−01
2.474E−01
1.495E−01
2.608E−01
8.152E−02
1.279E−01
3.487E−01
1.660E−01

300
2.381E−02
8.366E−03
5.899E−03
4.741E−03
3.046E−03
1.045E−02
1.169E−02
5.685E−03
1.963E−02
5.578E−03
9.975E−03
1.997E−02
1.148E−02

301
1.716E−01
1.216E−01
7.337E−02
6.693E−02
6.672E−02
1.083E−01
1.401E−01
1.025E−01
1.637E−01
5.020E−02
8.688E−02
1.965E−01
1.240E−01

302
4.548E−02
8.195E−02
7.809E−03
2.403E−02
8.281E−03
4.226E−02
1.828E−02
2.488E−02
5.213E−02
1.113E−02
4.741E−02
2.853E−02
3.475E−02

303
4.403E−01
4.520E−01
2.358E−01
2.908E−01
2.812E−01
5.295E−01
4.325E−01
3.334E−01
5.850E−01
2.049E−01
2.695E−01
4.206E−01
4.241E−01

304
1.036E−02
1.210E−02
4.333E−03
3.454E−03
5.020E−03
1.094E−02
7.015E−03
4.033E−03
9.804E−03
1.750E−03
6.715E−03
4.591E−03
6.285E−03

305
8.341E−01
9.356E−01
5.205E−01
4.901E−01
3.791E−01
8.057E−01
8.417E−01
8.371E−01
8.839E−01
4.097E−01
4.543E−01
7.771E−01
5.369E−01

306
6.307E−02
6.200E−02
2.424E−02
4.162E−02
2.274E−02
7.036E−02
5.921E−02
6.457E−02
5.985E−02
3.347E−02
3.625E−02
5.256E−02
4.097E−02

307
2.370E+00
2.422E+00
1.012E+00
2.569E+00
1.403E+00
4.356E+00
1.994E+00
1.422E+00
3.760E+00
1.356E+00
1.789E+00
1.860E+00
3.108E+00

308
4.290E−02
4.162E−02
1.718E−02
3.904E−02
2.488E−02
7.787E−02
3.561E−02
2.639E−02
6.071E−02
2.252E−02
3.218E−02
3.025E−02
5.234E−02

309
1.523E−02
1.118E−02
6.779E−03
5.814E−03
5.449E−03
7.122E−03
9.568E−03
8.988E−03
9.117E−03
3.025E−03
5.406E−03
7.380E−03
3.518E−03

310
5.792E−03
3.111E−03
2.424E−03
1.941E−03
2.617E−03
9.975E−03
4.033E−03
3.068E−03
5.964E−03
4.934E−03
2.596E−03
4.591E−03
2.596E−03

311
1.218E−03
3.111E−04
1.043E−03
1.079E−03
8.710E−04
2.381E−03
1.062E−03
0.000E+00
7.015E−04
2.703E−03
1.083E−03
5.985E−04
2.596E−03

312
3.046E−04
3.111E−04
0.000E+00
2.167E−04
0.000E+00
9.503E−04
2.126E−04
4.741E−04
3.497E−04
6.371E−04
8.667E−04
5.985E−04
9.246E−04

313
3.102E−01
1.830E−01
8.581E−02
2.134E−01
1.285E−01
2.795E−01
2.202E−01
3.102E−01
2.667E−01
1.163E−01
1.379E−01
2.107E−01
2.339E−01

314
1.188E−02
9.932E−03
4.505E−03
1.013E−02
6.972E−03
2.810E−02
8.495E−03
1.326E−02
1.648E−02
6.050E−03
9.310E−03
9.589E−03
9.997E−03

315
6.950E−02
3.604E−02
1.667E−02
3.432E−02
2.789E−02
4.526E−02
5.234E−02
4.483E−02
4.097E−02
1.892E−02
2.660E−02
5.256E−02
5.492E−02

316
3.347E−03
9.310E−04
5.213E−04
1.079E−03
6.543E−04
9.503E−04
1.062E−03
1.658E−03
1.753E−03
3.175E−04
1.517E−03
2.789E−03
1.480E−03

317
4.762E−02
3.454E−02
1.405E−02
2.360E−02
3.647E−02
3.947E−02
3.797E−02
4.419E−02
3.883E−02
2.188E−02
2.531E−02
3.711E−02
5.041E−02

318
4.870E−03
3.411E−03
1.043E−03
2.810E−03
1.963E−03
4.762E−03
1.701E−03
3.325E−03
2.102E−03
2.068E−03
2.596E−03
3.003E−03
3.518E−03

319
3.498E−01
2.221E−01
8.409E−02
2.589E−01
2.348E−01
2.895E−01
2.782E−01
2.801E−01
3.684E−01
1.665E−01
1.656E−01
2.441E−01
3.645E−01

320
1.523E−03
1.240E−03
8.688E−04
1.941E−03
8.710E−04
9.503E−04
4.248E−04
1.184E−03
7.015E−04
6.371E−04
1.300E−03
5.985E−04
5.556E−04

321
4.105E−01
2.714E−01
1.306E−01
2.568E−01
1.652E−01
2.709E−01
3.458E−01
4.277E−01
3.529E−01
2.006E−01
1.826E−01
3.310E−01
3.153E−01

322
1.401E−02
8.688E−03
3.304E−03
6.028E−03
7.186E−03
1.188E−02
9.568E−03
1.137E−02
1.156E−02
5.578E−03
5.856E−03
7.980E−03
1.184E−02

323
3.306E−01
2.382E−01
9.332E−02
3.130E−01
2.498E−01
4.088E−01
3.222E−01
3.175E−01
4.314E−01
2.201E−01
1.969E−01
2.769E−01
3.621E−01

324
1.218E−02
8.688E−03
2.960E−03
6.693E−03
7.637E−03
1.568E−02
9.997E−03
1.184E−02
1.191E−02
5.578E−03
1.019E−02
1.178E−02
1.036E−02

325
2.231E−02
2.047E−02
1.023E−02
9.482E−03
1.111E−02
1.806E−02
2.210E−02
1.043E−02
1.577E−02
1.384E−02
9.310E−03
1.478E−02
2.446E−02

326
2.746E−03
3.111E−03
6.950E−04
1.510E−03
1.090E−03
4.269E−03
1.701E−03
2.832E−03
1.753E−03
2.068E−03
2.810E−03
7.980E−04
1.109E−03

327
3.111E−02
3.540E−02
1.006E−02
1.487E−02
1.461E−02
2.424E−02
2.960E−02
1.965E−02
2.139E−02
1.560E−02
1.776E−02
1.796E−02
2.109E−02

328
3.046E−03
2.167E−03
1.043E−03
1.941E−03
1.744E−03
5.234E−03
1.274E−03
2.832E−03
1.753E−03
9.546E−04
2.167E−03
1.197E−03
9.246E−04

329
7.826E−01
3.887E−01
2.512E−01
6.718E−01
3.791E−01
7.121E−01
5.771E−01
7.040E−01
7.700E−01
3.110E−01
4.129E−01
6.551E−01
6.589E−01

330
9.139E−03
5.277E−03
3.132E−03
6.243E−03
3.711E−03
9.031E−03
6.371E−03
8.281E−03
6.650E−03
3.347E−03
4.333E−03
7.380E−03
7.208E−03

331
7.916E−02
6.479E−02
2.596E−02
4.205E−02
3.196E−02
4.998E−02
6.285E−02
4.805E−02
6.307E−02
2.596E−02
4.012E−02
5.020E−02
5.642E−02

332
5.170E−03
3.733E−03
1.043E−03
8.624E−04
2.188E−04
1.901E−03
1.701E−03
1.184E−03
2.446E−03
1.431E−03
2.381E−03
1.796E−03
1.109E−03

333
4.569E−02
4.505E−02
1.598E−02
2.574E−02
2.094E−02
3.668E−02
4.891E−02
3.218E−02
3.368E−02
2.115E−02
2.036E−02
3.068E−02
3.926E−02

334
9.139E−04
2.167E−03
3.475E−04
0.000E+00
4.355E−04
0.000E+00
6.371E−04
4.741E−04
1.403E−03
0.000E+00
2.167E−04
1.997E−04
1.849E−04

335
9.332E−02
6.114E−02
2.510E−02
6.693E−02
4.162E−02
9.546E−02
7.272E−02
7.680E−02
8.173E−02
3.411E−02
5.513E−02
6.200E−O2
8.710E−02

336
3.969E−03
4.033E−03
1.388E−03
1.725E−03
1.525E−03
6.650E−03
3.604E−03
4.269E−03
4.548E−03
1.750E−03
2.381E−03
3.797E−03
4.248E−03

337
1.658E−01
1.064E−01
5.170E−02
1.343E−01
6.393E−02
1.407E−01
1.519E−01
1.982E−01
1.549E−01
7.530E−02
1.025E−01
1.283E−01
1.298E−01

338
3.046E−03
2.488E−03
8.688E−04
3.025E−03
1.309E−03
3.325E−03
2.553E−03
2.832E−03
3.153E−03
1.272E−03
1.950E−03
2.188E−03
2.403E−03

339
8.045E−02
5.578E−02
2.231E−02
7.208E−02
4.333E−02
9.224E−02
7.380E−02
7.616E−02
7.015E−02
4.205E−02
4.870E−02
6.586E−02
7.594E−02

340
6.092E−03
4.655E−03
2.424E−03
3.025E−03
2.403E−03
6.178E−03
4.677E−03
6.157E−03
5.599E−03
3.347E−03
4.333E−03
4.998E−03
3.690E−03

341
1.036E−02
9.310E−03
5.041E−03
8.624E−03
7.422E−03
1.615E−02
9.782E−03
6.865E−03
1.261E−02
4.612E−03
6.715E−03
8.195E−03
4.805E−03

342
1.523E−03
2.167E−03
8.688E−04
6.479E−04
1.963E−03
9.503E−04
4.248E−04
9.482E−04
2.102E−03
1.113E−03
1.083E−03
1.397E−03
5.556E−04

343
1.553E−02
1.334E−02
8.688E−03
9.482E−03
7.637E−03
1.521E−02
1.233E−02
1.184E−02
9.117E−03
4.934E−03
7.144E−03
9.589E−03
7.208E−03

344
3.046E−04
3.111E−04
1.735E−04
4.312E−04
4.355E−04
9.503E−04
4.248E−04
2.360E−04
1.403E−03
4.762E−04
4.333E−04
3.990E−04
1.849E−04

AL
AM
AN
AO
AP
AQ
AR
AS
AT
AU
AV
AW
AX

1
CA419
CA266
14627
14607
14603
14538
13908
13898
CA375
CA571
CA256
CA263
CA272

2
Control
Control
Late Malignant
Late
Late
Late
Late
Late
Control
Control
Control
Control
Control

Malignant
Malignant
Malignant
Malignant
Malignant

3
0
0
3
3
3
3
3
3
0
0
0
0
0

4
1
1
−1
−1
−1
−1
−1
−1
1
1
1
1
1

5
2.327E+00
3.151E+00
2.007E+00
1.394E+00
2.043E+00
2.589E+00
2.637E+00
2.892E+00
9.534E−01
8.979E−01
8.192E−01
1.157E+00
1.224E+00

6
2.075E+00
1.943E+00
8.070E−01
3.670E−01
5.665E−01
8.802E−01
4.796E−01
6.024E−01
2.350E−01
3.144E−01
3.305E−01
3.004E−01
4.067E−01

7
3.723E−01
3.562E−01
2.511E−01
1.234E−01
2.307E−01
3.648E−01
2.039E−01
3.348E−01
9.056E−02
1.105E−01
9.120E−02
1.277E−01
1.212E−01

8
2.037E+00
1.899E+00
8.741E−01
2.185E+00
1.517E+00
1.147E+00
3.763E+00
1.455E+00
8.871E−01
6.813E−01
7.063E−01
6.491E−01
1.333E+00

9
3.476E−02
5.504E−02
2.854E−02
2.489E−02
2.843E−02
3.112E−02
2.693E−02
3.519E−02
2.371E−02
1.770E−02
2.264E−02
1.813E−02
1.277E−02

10
2.554E−02
2.264E−02
1.170E−02
1.159E−02
1.384E−02
2.800E−02
1.094E−02
1.599E−02
1.159E−02
8.423E−03
6.513E−03
6.212E−03
6.384E−03

11
2.071E−02
2.446E−02
1.577E−02
1.084E−02
1.384E−02
2.736E−02
5.880E−03
1.438E−02
4.356E−03
2.532E−03
8.251E−03
1.053E−02
8.509E−03

12
9.238E−03
1.835E−02
1.288E−02
2.489E−03
1.056E−02
1.524E−02
1.180E−02
6.406E−03
8.230E−03
3.369E−03
4.775E−03
4.303E−03
1.105E−02

13
1.899E−02
2.200E−02
3.498E−03
1.824E−02
1.792E−02
2.543E−03
2.940E−02
2.006E−02
1.159E−02
7.157E−03
1.255E−02
5.258E−03
1.835E−02

14
7.715E−02
9.721E−02
9.335E−02
8.219E−02
4.464E−02
1.427E−01
2.854E−02
6.964E−02
1.942E−02
2.403E−02
2.564E−02
2.918E−02
2.983E−02

15
6.524E−03
9.174E−03
6.416E−03
2.489E−03
1.223E−02
1.084E−02
6.717E−03
7.210E−03
4.839E−03
2.103E−03
6.084E−03
5.258E−03
3.401E−03

16
2.178E−03
6.116E−04
5.837E−04
0.000E+00
0.000E+00
0.000E+00
2.521E−03
0.000E+00
0.000E+00
0.000E+00
0.000E+00
4.785E−04
1.277E−03

17
4.345E−03
1.835E−03
4.088E−03
1.663E−03
5.687E−03
2.543E−03
8.401E−04
6.406E−03
3.391E−03
4.217E−04
1.738E−03
2.865E−03
1.706E−03

18
2.339E−02
3.605E−02
2.221E−02
2.242E−02
3.412E−02
2.221E−02
6.212E−02
4.968E−02
2.854E−02
2.318E−02
2.650E−02
3.348E−02
2.339E−02

19
1.459E−01
1.867E−01
1.363E−01
6.148E−02
1.556E−01
1.749E−01
1.000E−01
2.167E−01
4.936E−02
4.045E−02
4.217E−02
5.258E−02
4.721E−02

20
2.178E−03
1.223E−03
0.000E+00
0.000E+00
1.620E−03
6.363E−04
8.401E−04
2.403E−03
2.425E−03
3.369E−03
1.738E−03
9.560E−04
1.277E−03

21
2.940E−02
3.058E−02
7.006E−03
7.468E−03
7.307E−03
7.629E−03
1.931E−02
8.809E−03
1.309E−02
1.094E−02
1.695E−02
1.191E−02
1.191E−02

22
2.178E−03
1.835E−03
2.918E−03
2.489E−03
3.251E−03
6.363E−04
2.521E−03
6.406E−03
1.942E−03
3.369E−03
1.298E−03
2.865E−03
8.509E−04

23
8.702E−02
9.109E−02
4.431E−02
2.242E−02
4.056E−02
4.828E−02
2.693E−02
4.807E−02
3.487E−02
3.283E−02
2.307E−02
2.436E−02
2.897E−02

24
6.137E−02
7.275E−02
7.060E−02
4.152E−02
8.691E−02
6.491E−02
8.144E−02
7.768E−02
4.506E−02
5.515E−02
4.260E−02
4.635E−02
4.421E−02

25
7.071E−02
7.768E−02
3.208E−02
1.491E−02
1.706E−02
2.350E−02
1.513E−02
1.685E−02
1.116E−02
1.266E−02
5.644E−03
1.004E−02
1.320E−02

26
2.715E−02
2.693E−02
2.157E−02
1.910E−02
2.758E−02
2.865E−02
1.845E−02
1.042E−02
8.230E−03
1.011E−02
7.822E−03
1.148E−02
9.785E−03

27
4.345E−03
6.727E−03
4.667E−03
8.305E−04
7.307E−03
3.820E−03
1.685E−03
7.210E−03
1.942E−03
2.951E−03
3.036E−03
1.438E−03
8.509E−04

28
5.054E−02
5.687E−02
3.273E−02
1.996E−02
2.275E−02
2.994E−02
2.350E−02
2.961E−02
2.661E−02
2.994E−02
1.910E−02
2.961E−02
2.811E−02

29
9.571E−02
1.027E−01
2.511E−02
2.661E−02
2.918E−02
3.562E−02
1.685E−02
4.571E−02
4.067E−02
4.045E−02
2.865E−02
3.305E−02
4.464E−02

30
3.970E−02
5.504E−02
7.532E−02
4.571E−02
8.530E−02
7.629E−02
7.897E−02
9.775E−02
6.781E−02
9.646E−02
6.642E−02
7.704E−02
5.740E−02

31
4.453E−02
4.281E−02
7.350E−02
4.818E−02
8.852E−02
6.298E−02
5.376E−02
7.607E−02
4.893E−02
8.594E−02
4.174E−02
5.064E−02
5.322E−02

32
8.155E−02
1.058E−01
4.785E−02
4.903E−02
4.710E−02
6.738E−02
1.025E−01
7.768E−02
4.410E−02
3.112E−02
4.088E−02
3.391E−02
6.845E−02

33
1.084E−02
7.951E−03
9.335E−03
7.468E−03
1.223E−02
1.395E−02
1.427E−02
1.363E−02
7.747E−03
1.352E−02
7.382E−03
1.717E−02
1.234E−02

34
4.485E−01
5.633E−01
6.373E−01
5.536E−01
6.695E−01
7.146E−01
1.208E+00
8.178E−01
1.545E−01
1.717E−01
1.459E−01
1.835E−01
1.717E−01

35
7.071E−02
7.157E−02
1.567E−01
9.549E−02
8.852E−02
8.208E−02
5.794E−02
9.850E−02
7.114E−02
9.979E−02
6.255E−02
5.740E−02
7.876E−02

36
4.345E−03
5.504E−03
9.914E−03
9.968E−03
7.307E−03
4.453E−03
3.358E−03
4.002E−03
1.017E−02
1.137E−02
5.215E−03
4.785E−03
3.401E−03

37
1.899E−02
1.652E−02
7.006E−03
9.131E−03
1.620E−02
1.781E−02
1.685E−02
9.614E−03
1.599E−02
1.727E−02
1.043E−02
1.288E−02
1.577E−02

38
3.809E−02
2.446E−02
1.459E−02
2.908E−02
3.004E−02
2.607E−02
3.112E−02
2.886E−02
1.545E−02
1.137E−02
1.298E−02
1.053E−02
1.448E−02

39
1.524E−01
1.191E−01
6.824E−02
1.191E−01
3.820E−02
1.738E−01
2.189E−02
4.249E−02
1.363E−01
1.070E−01
1.137E−01
6.502E−02
8.466E−02

40
1.288E−01
1.395E−01
1.567E−01
1.116E−01
1.341E−01
1.481E−01
1.974E−01
1.502E−01
1.352E−01
1.609E−01
1.395E−01
1.867E−01
1.620E−01

41
9.785E−03
3.122E−02
1.749E−02
2.328E−02
2.597E−02
2.414E−02
3.863E−02
2.479E−02
1.738E−02
2.532E−02
1.255E−02
2.060E−02
2.124E−02

42
5.440E−04
1.223E−03
2.339E−03
1.663E−03
4.871E−03
1.277E−03
5.043E−03
2.403E−03
9.689E−04
0.000E+00
1.738E−03
3.348E−03
0.000E+00

43
6.507E−03
7.176E−03
4.347E−03
7.176E−03
6.224E−03
8.230E−03
2.014E−02
7.690E−03
7.536E−03
4.938E−03
4.578E−03
5.607E−03
4.990E−03

44
5.410E−01
3.644E−01
2.869E−01
3.451E−01
4.221E−01
3.595E−01
7.799E−01
4.412E−01
9.593E−02
1.016E−01
8.796E−02
1.181E−01
1.039E−01

45
4.152E−01
2.275E−01
1.301E−01
1.106E−01
1.389E−01
1.309E−01
1.749E−01
1.222E−01
5.118E−02
4.732E−02
4.372E−02
4.990E−02
5.581E−02

46
1.790E−01
1.057E−01
1.093E−01
1.047E−01
1.741E−01
1.237E−01
2.181E−01
1.384E−01
7.587E−02
7.021E−02
6.121E−02
7.947E−02
5.530E−02

47
4.384E−01
2.587E−01
2.052E−01
2.721E−01
2.871E−01
2.735E−01
5.147E−01
2.799E−01
5.607E−02
6.121E−02
5.298E−02
6.096E−02
6.610E−02

48
7.356E−02
2.536E−02
3.035E−02
3.575E−02
2.855E−02
4.758E−02
2.315E−02
1.767E−02
9.645E−03
7.562E−03
8.745E−03
9.851E−03
6.636E−03

49
2.214E−02
1.114E−02
1.427E−02
2.130E−02
1.363E−02
3.009E−02
1.127E−02
1.114E−02
5.684E−03
3.421E−03
5.092E−03
5.272E−03
5.401E−03

50
8.462E−03
3.961E−03
5.324E−03
6.558E−03
3.112E−03
6.250E−03
2.623E−03
3.061E−03
2.906E−03
1.312E−03
2.701E−03
1.834E−03
2.040E−03

51
3.189E−02
1.047E−01
1.168E−01
1.582E−01
1.181E−01
1.255E−01
2.565E−01
1.801E−01
1.947E−01
1.926E−01
2.701E−03
2.949E−01
1.646E−01

52
2.726E−03
1.466E−03
1.538E−03
3.987E−03
2.726E−03
1.525E−03
7.047E−03
2.881E−03
4.295E−03
3.344E−03
1.978E−03
2.855E−03
2.243E−03

53
5.118E−02
7.021E−02
8.822E−02
6.867E−02
9.182E−02
9.182E−02
1.654E−01
1.232E−01
2.649E−02
2.649E−02
2.312E−02
2.881E−02
2.906E−02

54
4.727E+00
5.556E+00
5.203E+00
3.036E+00
4.612E+00
4.293E+00
3.105E+00
4.472E+00
5.805E+00
5.703E+00
6.093E+00
5.779E+00
6.435E+00

55
3.321E−01
4.096E−01
5.714E−01
5.790E−01
6.411E−01
6.069E−01
7.435E−01
6.524E−01
6.905E−01
6.929E−01
6.177E−01
7.799E−01
5.443E−01

56
1.695E−01
2.039E−01
1.749E−01
1.237E−01
1.533E−01
1.389E−01
1.358E−01
1.391E−01
1.795E−01
1.875E−01
1.918E−01
1.783E−01
1.908E−01

57
1.627E+00
2.089E+00
3.504E+00
2.926E+00
3.984E+00
3.763E+00
3.652E+00
3.943E+00
4.301E+00
4.231E+00
3.866E+00
4.611E+00
3.420E+00

58
4.038E−02
2.564E−02
3.292E−02
4.141E−02
5.581E−02
4.038E−02
6.404E−02
3.729E−02
4.141E−02
3.575E−02
2.932E−02
3.729E−02
3.575E−02

59
3.498E−02
4.630E−02
8.050E−02
5.735E−02
6.996E−02
8.256E−02
7.099E−02
8.230E−02
7.304E−02
7.690E−02
6.970E−02
8.565E−02
7.047E−02

60
3.138E−02
4.089E−02
4.064E−02
3.395E−02
3.704E−02
4.527E−02
6.739E−02
5.401E−02
1.348E−02
1.263E−02
1.134E−02
1.409E−02
1.682E−02

61
1.014E+00
1.054E+00
1.598E+00
1.721E+00
1.281E+00
1.809E+00
4.058E−01
1.087E+00
1.423E+00
1.008E+00
1.392E+00
1.082E+00
9.147E−01

62
6.676E−01
4.565E−01
3.284E−01
3.111E−01
2.433E−01
2.726E−01
3.137E−01
2.531E−01
4.201E−01
4.533E−01
4.257E−01
3.846E−01
5.824E−01

63
1.499E−02
8.205E−03
1.175E−02
1.453E−02
1.150E−02
1.692E−02
8.667E−03
8.642E−03
1.021E−02
9.079E−03
1.073E−02
9.413E−03
6.841E−03

64
3.658E+00
4.170E+00
2.996E+00
2.345E+00
1.839E+00
2.328E+00
1.766E+00
2.345E+00
3.562E+00
3.680E+00
4.023E+00
3.015E+00
3.917E+00

65
1.926E−01
1.561E−01
1.157E−01
1.070E−01
8.848E−02
9.105E−02
1.335E−01
1.016E−01
1.201E−01
1.255E−01
1.186E−01
1.078E−01
1.345E−01

66
4.541E−01
4.497E−01
5.771E−01
6.003E−01
4.509E−01
5.784E−01
5.554E−01
6.019E−01
8.158E−01
8.871E−01
7.672E−01
6.937E−01
7.416E−01

67
6.198E−02
4.424E−02
4.758E−02
7.176E−02
6.687E−02
5.787E−02
1.111E−01
6.070E−02
4.475E−02
5.453E−02
4.912E−02
4.630E−02
3.549E−02

68
1.929E−01
2.231E−01
1.979E−01
1.909E−01
1.510E−01
2.188E−01
3.488E−01
2.698E−01
4.115E−02
4.578E−02
4.167E−02
3.987E−02
4.887E−02

69
6.044E−01
5.846E−01
8.396E−01
1.002E+00
4.781E−01
1.002E+00
1.937E−01
5.040E−01
6.950E−01
4.697E−01
7.641E−01
4.747E−01
4.809E−01

70
4.012E−02
2.418E−02
3.935E−02
6.121E−02
3.163E−02
3.472E−02
3.138E−02
2.322E−02
2.983E−02
2.150E−02
2.829E−02
2.292E−02
1.888E−02

71
6.378E−03
8.513E−03
9.645E−03
1.751E−02
3.884E−03
1.541E−02
7.047E−03
6.713E−03
4.655E−03
5.967E−03
6.661E−03
4.707E−03
5.401E−03

72
2.477E−03
3.524E−03
1.957E−03
3.781E−03
3.112E−03
5.195E−03
3.009E−03
2.304E−03
2.675E−03
3.241E−03
3.215E−03
3.086E−03
1.836E−03

73
1.140E−03
6.433E−04
0.000E+00
8.736E−04
8.544E−04
1.343E−03
8.837E−04
8.431E−04
0.000E+00
1.772E−03
2.280E−03
5.034E−04
1.343E−03

74
5.147E−03
5.147E−03
4.910E−03
3.499E−03
5.982E−03
8.025E−03
5.305E−03
1.011E−02
2.551E−03
4.436E−03
2.280E−03
2.009E−03
2.686E−03

75
7.709E−01
4.628E−02
1.196E−01
3.228E−02
1.102E−01
6.084E−02
8.928E−02
6.907E−02
3.002E−02
6.907E−02
2.743E−02
3.172E−02
4.255E−02

76
1.098E−01
5.982E−02
2.156E−01
2.968E−02
1.230E−01
7.822E−02
1.580E−01
1.151E−01
4.481E−02
1.125E−01
2.833E−02
4.932E−02
6.400E−02

77
5.722E−03
1.094E−02
3.194E−02
3.499E−03
1.196E−02
4.018E−03
1.411E−02
7.585E−03
5.090E−03
5.316E−03
5.023E−03
4.029E−03
4.921E−03

78
5.722E−04
0.000E+00
5.519E−03
0.000E+00
8.544E−04
6.693E−04
0.000E+00
8.431E−04
5.090E−04
4.436E−04
1.366E−03
5.034E−04
0.000E+00

79
1.140E−03
1.930E−03
6.140E−04
3.499E−03
1.704E−03
6.693E−04
3.533E−03
4.210E−03
0.000E+00
8.860E−04
4.571E−04
1.006E−03
0.000E+00

80
5.722E−04
1.287E−03
1.840E−03
2.619E−03
1.704E−03
1.343E−03
8.837E−04
8.431E−04
1.019E−03
1.332E−03
1.366E−03
1.006E−03
1.343E−03

81
2.856E−03
9.650E−03
5.519E−03
1.309E−02
1.111E−02
1.208E−02
9.718E−03
6.738E−03
6.625E−03
3.984E−03
4.571E−03
6.038E−03
4.921E−03

82
5.722E−04
3.860E−03
3.070E−03
0.000E+00
2.562E−03
6.693E−04
4.413E−03
7.585E−03
1.019E−03
4.876E−03
0.000E+00
7.043E−03
4.481E−03

83
1.140E−03
1.287E−03
4.910E−03
0.000E+00
1.704E−03
0.000E+00
1.772E−03
4.210E−03
1.019E−03
3.104E−03
0.000E+00
2.517E−03
2.235E−03

84
9.153E−03
5.147E−03
4.910E−03
1.140E−02
1.704E−02
7.359E−03
1.772E−02
1.603E−02
8.149E−03
5.316E−03
7.314E−03
8.047E−03
5.813E−03

85
1.716E−03
2.573E−03
4.300E−03
8.736E−04
2.562E−03
1.343E−03
2.652E−03
3.375E−03
5.090E−04
2.212E−03
1.828E−03
4.029E−03
8.950E−04

86
7.438E−03
5.147E−03
8.589E−03
3.499E−03
1.287E−02
4.018E−03
1.061E−02
9.266E−03
7.641E−03
8.420E−03
2.280E−03
6.535E−03
8.059E−03

87
1.998E−02
1.163E−02
3.679E−02
1.659E−02
5.553E−02
2.946E−02
3.804E−02
3.284E−02
1.885E−02
5.666E−02
1.467E−02
2.619E−02
2.325E−02

88
7.438E−03
1.930E−03
7.980E−03
0.000E+00
8.544E−03
3.341E−03
6.185E−03
4.210E−03
3.059E−03
7.088E−03
9.142E−04
5.530E−03
2.235E−03

89
3.431E−03
9.650E−03
2.946E−02
1.749E−03
1.111E−02
1.343E−03
1.682E−02
1.264E−02
5.090E−03
1.727E−02
6.400E−03
1.006E−02
1.298E−02

90
2.291E−02
1.930E−02
8.228E−02
1.569E−02
3.070E−02
1.806E−02
2.122E−02
3.792E−02
1.783E−02
3.860E−02
1.140E−02
2.370E−02
2.099E−02

91
3.431E−03
5.790E−03
1.659E−02
6.986E−03
5.124E−03
5.350E−03
1.061E−02
5.903E−03
5.090E−03
8.860E−03
5.023E−03
1.512E−03
7.607E−03

92
4.007E−03
3.860E−03
1.591E−02
7.856E−03
1.287E−02
9.368E−03
2.032E−02
1.772E−02
1.121E−02
1.546E−02
6.851E−03
1.056E−02
1.388E−02

93
4.007E−03
4.503E−03
4.910E−03
5.237E−03
5.124E−03
8.025E−03
7.957E−03
6.738E−03
4.582E−03
1.019E−02
9.142E−04
7.551E−03
3.138E−03

94
5.722E−04
2.573E−03
1.230E−03
1.749E−03
3.420E−03
1.343E−03
3.533E−03
3.375E−03
1.524E−03
1.772E−03
3.194E−03
2.517E−03
0.000E+00

95
5.722E−03
4.503E−03
4.300E−02
4.368E−03
5.982E−03
1.467E−02
7.957E−03
1.185E−02
7.133E−03
9.300E−03
6.851E−03
1.512E−03
5.813E−03

96
3.431E−03
4.503E−03
2.144E−02
7.856E−03
2.562E−03
1.343E−03
5.305E−03
5.903E−03
2.551E−03
7.088E−03
6.400E−03
1.512E−03
8.059E−03

97
1.140E−03
2.573E−03
9.819E−03
4.368E−03
7.686E−03
6.693E−04
5.305E−03
5.903E−03
3.567E−03
5.316E−03
1.366E−03
1.512E−03
2.235E−03

98
5.147E−03
4.503E−03
9.210E−03
5.237E−03
1.196E−02
7.359E−03
6.185E−03
8.431E−03
1.019E−02
8.860E−03
6.400E−03
7.551E−03
1.208E−02

99
1.080E−01
1.013E−01
5.003E−02
9.209E−02
1.105E−01
7.848E−02
9.503E−02
8.792E−02
1.207E−01
7.554E−02
8.682E−02
8.633E−02
1.447E−01

100
2.980E−02
4.476E−02
2.538E−02
3.507E−02
4.831E−02
3.483E−02
6.438E−02
4.304E−02
2.489E−02
1.974E−02
2.685E−02
2.735E−02
2.428E−02

101
1.161E−01
2.121E−01
1.324E−01
1.324E−01
1.766E−01
1.619E−01
1.251E−01
2.305E−01
1.422E−01
1.349E−01
1.398E−01
1.459E−01
1.251E−01

102
3.519E−01
3.850E−01
4.905E−01
9.755E−01
6.597E−01
4.402E−01
1.096E+00
5.494E−01
6.070E−01
5.874E−01
5.028E−01
5.996E−01
5.015E−01

103
1.181E−01
2.170E−01
2.134E−01
1.631E−01
2.023E−01
2.244E−01
1.496E−01
3.078E−01
1.643E−01
1.435E−01
1.864E−01
1.729E−01
1.717E−01

104
2.195E−01
1.987E−01
2.036E−01
2.845E−01
2.428E−01
1.790E−01
3.384E−01
2.403E−01
2.477E−01
2.649E−01
1.876E−01
2.759E−01
2.624E−01

105
5.285E−01
6.070E−01
7.541E−01
1.301E+00
1.004E+00
8.007E−01
1.234E+00
9.704E−01
7.014E−01
6.830E−01
7.650E−01
7.590E−01
6.773E−01

106
1.741E−01
1.471E−01
8.866E−02
1.324E−01
1.606E−01
1.471E−01
2.060E−01
1.435E−01
1.631E−01
1.386E−01
1.349E−01
1.239E−01
1.864E−01

107
1.275E−01
1.288E−01
9.332E−02
1.300E−01
1.216E−01
1.053E−01
1.901E−01
1.717E−01
1.189E−01
9.675E−02
1.142E−01
9.834E−02
1.459E−01

108
1.582E−01
1.790E−01
1.852E−01
2.183E−01
1.508E−01
1.827E−01
1.398E−01
1.754E−01
1.876E−01
1.557E−01
1.778E−01
1.508E−01
1.937E−01

109
5.592E−03
8.387E−03
3.998E−03
1.044E−02
8.351E−03
3.630E−03
2.207E−02
5.494E−03
7.750E−03
6.254E−03
1.987E−03
4.917E−03
5.346E−03

110
1.987E−02
3.213E−02
3.139E−02
2.845E−02
2.502E−02
4.500E−02
2.685E−02
3.568E−02
2.820E−02
3.372E−02
3.127E−02
4.488E−02
3.887E−02

111
9.945E−03
2.440E−02
1.937E−02
1.239E−02
3.151E−02
1.594E−02
2.882E−02
2.649E−02
1.606E−02
2.403E−02
2.281E−02
2.575E−02
2.330E−02

112
4.353E−03
9.086E−03
1.133E−02
4.746E−03
2.134E−02
1.312E−02
2.587E−02
2.109E−02
1.827E−02
1.778E−02
8.939E−03
1.864E−02
1.410E−02

113
2.489E−03
6.291E−03
2.673E−03
3.801E−03
5.567E−03
5.089E−03
2.882E−03
4.574E−03
1.051E−02
9.148E−03
2.477E−03
4.917E−03
4.378E−03

114
2.489E−03
9.086E−03
6.671E−03
6.646E−03
7.431E−03
3.630E−03
5.763E−03
9.160E−03
6.082E−03
4.819E−03
1.042E−02
7.652E−03
4.868E−03

115
6.830E−03
6.990E−03
5.334E−03
1.901E−03
1.300E−02
1.162E−02
2.011E−02
1.459E−02
1.435E−02
1.729E−02
8.437E−03
9.834E−03
1.361E−02

116
3.102E−03
4.893E−03
5.996E−03
2.845E−03
7.431E−03
5.089E−03
1.153E−02
7.321E−03
3.875E−03
6.744E−03
1.987E−03
3.826E−03
5.346E−03

117
4.353E−03
1.398E−02
8.007E−03
8.535E−03
1.398E−02
9.454E−03
2.109E−02
1.373E−02
5.530E−03
1.059E−02
6.450E−03
1.422E−02
8.755E−03

118
8.694E−03
8.387E−03
7.333E−03
8.535E−03
1.113E−02
3.630E−03
1.056E−02
1.007E−02
2.771E−03
4.329E−03
3.973E−03
7.100E−03
1.021E−02

119
3.728E−03
1.263E−02
1.398E−02
6.646E−03
4.635E−03
7.272E−03
8.645E−03
1.557E−02
1.051E−02
1.398E−02
6.953E−03
9.834E−03
7.774E−03

120
3.102E−03
1.324E−02
8.670E−03
1.139E−02
8.351E−03
7.995E−03
1.349E−02
9.160E−03
1.107E−02
5.297E−03
1.042E−02
1.203E−02
6.315E−03

121
6.224E−02
2.627E−02
8.353E−03
1.184E−02
4.648E−02
1.362E−02
1.264E−01
2.867E−02
5.539E−02
6.625E−02
4.657E−02
8.896E−02
6.394E−02

122
1.086E−01
1.487E−01
3.758E−02
1.425E−01
9.884E−02
4.096E−02
2.164E−01
1.318E−01
8.994E−02
1.416E−01
1.674E−01
1.167E−01
1.585E−01

123
2.208E+00
2.627E+00
2.947E+00
1.362E+00
3.749E+00
2.867E+00
2.760E+00
4.666E+00
1.968E+00
2.084E+00
1.861E+00
2.315E+00
1.977E+00

124
4.274E−02
1.745E−02
2.084E−02
1.184E−02
4.648E−02
1.817E−02
7.809E−02
4.586E−02
5.886E−02
6.028E−02
6.527E−02
9.617E−02
2.743E−02

125
8.557E−02
3.936E−02
1.674E−02
4.159E−02
1.745E−02
5.459E−02
5.405E−02
4.016E−02
7.275E−02
1.354E−01
3.731E−02
1.193E−01
9.172E−02

126
1.852E+00
1.282E+00
2.841E−01
4.577E−01
3.491E−01
3.366E−01
5.289E−01
2.636E−01
7.551E−01
1.051E+00
1.033E+00
7.257E−01
8.584E−01

127
3.482E+00
2.048E+00
1.175E+00
8.851E−01
1.300E+00
9.706E−01
1.469E+00
1.069E+00
1.416E+00
3.295E+00
1.719E+00
1.906E+00
1.870E+00

128
2.431E+00
2.449E+00
2.235E+00
8.557E−01
2.752E+00
2.146E+00
1.505E+00
3.847E+00
1.532E+00
1.728E+00
1.496E+00
1.487E+00
1.487E+00

129
5.833E−02
5.690E−02
4.176E−02
2.378E−02
5.227E−02
2.734E−02
7.809E−02
5.735E−02
6.233E−02
3.010E−02
2.796E−02
5.476E−02
3.954E−02

130
1.585E+01
1.043E+01
4.809E+00
1.284E+01
4.693E+00
9.687E+00
3.874E+00
3.606E+00
1.008E+01
7.383E+00
1.106E+01
7.654E+00
8.127E+00

131
1.006E+01
6.964E+00
6.391E+00
1.018E+01
3.651E+00
1.318E+01
1.968E+00
3.081E+00
6.937E+00
5.637E+00
9.006E+00
6.330E+00
7.208E+00

132
2.725E−02
5.245E−02
5.423E−02
1.247E−01
1.282E−01
2.734E−02
9.617E−02
6.874E−02
8.664E−02
6.625E−02
1.086E−01
5.815E−02
8.522E−02

133
3.891E−03
8.744E−03
2.502E−02
2.974E−02
1.745E−02
1.362E−02
6.011E−03
3.437E−02
1.389E−02
6.028E−03
6.215E−03
2.057E−02
2.128E−02

134
7.774E−03
4.372E−03
2.084E−02
4.755E−02
2.324E−02
2.271E−02
1.799E−02
4.016E−02
2.422E−02
1.202E−02
9.350E−03
1.024E−02
2.128E−02

135
1.167E−02
1.745E−02
1.256E−02
3.562E−02
4.069E−02
1.362E−02
4.203E−02
3.437E−02
2.075E−02
1.505E−02
9.350E−03
2.395E−02
1.220E−02

136
3.891E−03
1.309E−02
8.353E−03
5.939E−03
5.815E−02
4.550E−03
3.606E−02
1.719E−02
1.389E−02
2.413E−02
1.861E−02
3.081E−02
4.265E−02

137
2.333E−02
3.500E−02
6.679E−02
8.317E−02
1.167E−01
3.642E−02
6.607E−02
5.735E−02
1.104E−01
6.028E−02
9.350E−02
8.210E−02
6.999E−02

138
7.774E−03
1.309E−02
3.339E−02
3.562E−02
0.000E+00
1.362E−02
4.809E−02
4.016E−02
1.042E−02
3.918E−02
2.173E−02
2.057E−02
2.743E−02

139
3.037E−01
1.621E−01
1.416E−01
1.069E−01
2.030E−01
1.594E−01
7.213E−02
1.834E−01
1.318E−01
2.324E−01
2.146E−01
1.300E−01
1.799E−01

140
5.441E−02
1.006E−01
1.042E−01
7.720E−02
1.104E−01
7.738E−02
5.405E−02
1.371E−01
8.994E−02
1.238E−01
1.211E−01
1.612E−01
8.219E−02

141
3.500E−02
5.690E−02
2.084E−02
9.528E−02
4.069E−02
5.459E−02
7.213E−02
2.867E−02
4.506E−02
4.221E−02
3.731E−02
2.395E−02
6.394E−02

142
1.558E−02
1.309E−02
2.502E−02
4.755E−02
2.903E−02
2.271E−02
2.404E−02
1.719E−02
2.422E−02
6.028E−03
6.215E−03
1.024E−02
6.091E−03

143
1.558E−02
2.191E−02
2.084E−02
5.939E−03
3.491E−02
4.096E−02
2.404E−02
3.437E−02
3.464E−02
2.716E−02
2.484E−02
2.734E−02
2.431E−02

144
2.725E−02
5.245E−02
2.921E−02
4.159E−02
2.324E−02
2.271E−02
1.202E−02
1.149E−02
2.769E−02
5.120E−02
5.280E−02
4.791E−02
3.651E−02

145
3.500E−02
3.063E−02
2.502E−02
3.562E−02
2.903E−02
2.271E−02
1.202E−02
2.289E−02
3.117E−02
4.817E−02
3.108E−02
3.081E−02
1.523E−02

146
2.182E−01
1.665E−01
2.422E−01
1.541E−01
2.030E−01
2.271E−01
6.607E−02
2.520E−01
1.799E−01
9.350E−02
1.674E−01
7.186E−02
1.282E−01

147
2.992E−01
1.264E−01
1.131E−01
1.131E−01
9.884E−02
6.821E−02
5.405E−02
5.156E−02
6.233E−02
1.024E−01
8.700E−02
1.131E−01
1.158E−01

148
8.869E−01
4.025E−01
3.045E−01
2.315E−01
2.262E−01
2.137E−01
1.683E−01
4.524E−01
2.805E−01
6.055E−01
4.292E−01
2.636E−01
2.858E−01

149
1.906E−01
6.999E−02
1.380E−01
5.939E−02
9.884E−02
5.913E−02
6.607E−02
9.706E−02
7.275E−02
1.443E−01
8.994E−02
6.500E−02
8.825E−02

150
0.000E+00
1.309E−02
8.353E−03
1.781E−02
4.648E−02
2.271E−02
3.001E−02
3.437E−02
3.464E−03
9.083E−03
6.215E−03
2.057E−02
9.172E−03

151
3.891E−03
1.309E−02
1.674E−02
4.755E−02
1.745E−02
2.271E−02
3.001E−02
1.149E−02
2.769E−02
1.202E−02
2.173E−02
2.057E−02
3.045E−02

152
5.441E−02
4.372E−02
1.674E−02
8.317E−02
2.903E−02
1.362E−02
2.404E−02
3.437E−02
6.581E−02
2.110E−02
3.419E−02
6.848E−02
5.779E−02

153
3.891E−02
2.191E−02
2.084E−02
1.184E−02
1.167E−02
1.817E−02
6.011E−03
1.149E−02
3.117E−02
1.808E−02
2.173E−02
1.024E−02
2.743E−02

154
1.167E−02
2.191E−02
1.674E−02
1.184E−02
1.745E−02
4.550E−03
2.404E−02
2.867E−02
6.928E−03
1.505E−02
3.108E−03
1.710E−02
2.431E−02

155
3.891E−02
3.936E−02
2.921E−02
1.184E−02
1.745E−02
1.817E−02
2.404E−02
4.016E−02
2.075E−02
2.110E−02
2.796E−02
1.710E−02
2.431E−02

156
2.841E−01
2.057E−01
6.385E−01
4.043E−01
2.903E−01
7.738E−01
5.405E−02
2.983E−01
2.324E−01
1.870E−01
2.894E−01
1.638E−01
2.707E−01

157
1.906E−01
1.184E−01
1.959E−01
1.362E−01
1.167E−01
1.915E−01
3.606E−02
1.834E−01
1.140E−01
1.024E−01
1.024E−01
6.500E−02
1.336E−01

158
3.037E−01
2.627E−01
4.720E−01
3.330E−01
3.019E−01
4.319E−01
3.606E−02
3.206E−01
2.734E−01
2.075E−01
3.606E−01
2.057E−01
2.591E−01

159
1.362E−01
6.999E−02
1.131E−01
1.247E−01
1.282E−01
1.861E−01
4.809E−02
1.202E−01
1.389E−01
9.350E−02
1.496E−01
5.815E−02
8.522E−02

160
3.500E−02
6.126E−02
2.084E−02
2.974E−02
3.491E−02
4.550E−02
4.203E−02
3.437E−02
4.159E−02
4.817E−02
3.108E−02
4.791E−02
3.651E−02

161
1.941E−02
2.191E−02
8.353E−03
0.000E+00
4.069E−02
1.362E−02
3.606E−02
4.586E−02
1.389E−02
5.120E−02
4.657E−02
6.848E−03
4.568E−02

162
3.500E−02
4.372E−02
3.339E−02
3.562E−02
1.167E−02
4.096E−02
6.011E−03
1.149E−02
1.736E−02
3.313E−02
2.484E−02
1.710E−02
3.954E−02

163
1.558E−02
2.191E−02
3.758E−02
3.562E−02
2.324E−02
3.642E−02
1.799E−02
3.437E−02
1.389E−02
2.716E−02
1.549E−02
3.081E−02
2.128E−02

164
2.725E−02
2.191E−02
2.084E−02
2.974E−02
1.167E−02
2.734E−02
6.011E−03
1.719E−02
2.422E−02
2.413E−02
1.247E−02
2.395E−02
3.651E−02

165
3.891E−03
2.191E−02
1.674E−02
5.939E−02
4.069E−02
2.271E−02
3.606E−02
1.719E−02
1.736E−02
1.505E−02
2.796E−02
2.734E−02
1.523E−02

166
2.725E−02
3.936E−02
3.758E−02
2.378E−02
5.227E−02
7.738E−02
1.799E−02
2.867E−02
2.422E−02
3.313E−02
3.419E−02
4.105E−02
1.825E−02

161
1.870E−01
1.229E−01
3.544E−01
1.781E−01
1.336E−01
4.728E−01
4.203E−02
1.603E−01
1.451E−01
1.051E−01
2.048E−01
1.229E−01
1.069E−01

168
1.086E−01
1.051E−01
1.131E−01
8.317E−02
1.042E−01
1.638E−01
8.415E−02
1.264E−01
1.175E−01
7.533E−02
1.122E−01
1.131E−01
1.158E−01

169
4.666E−02
5.245E−02
6.260E−02
8.317E−02
8.718E−02
4.550E−02
3.001E−02
4.016E−02
6.581E−02
5.120E−02
3.731E−02
3.767E−02
5.779E−02

170
1.558E−02
4.372E−02
1.674E−02
3.562E−02
6.972E−02
3.188E−02
2.404E−02
8.023E−02
4.159E−02
4.817E−02
6.527E−02
3.767E−02
2.431E−02

171
1.558E−02
2.627E−02
4.176E−03
4.159E−02
2.324E−02
2.271E−02
6.011E−02
5.735E−02
4.853E−02
2.413E−02
3.108E−02
3.419E−02
4.568E−02

172
5.408E−02
6.806E−02
9.258E−02
1.312E−01
9.283E−02
1.059E−01
1.484E−01
1.089E−01
5.101E−02
7.590E−02
4.917E−02
8.903E−02
4.868E−02

173
2.415E+00
2.357E+00
2.696E+00
3.375E+00
3.572E+00
2.710E+00
4.401E+00
3.232E+00
1.331E+00
1.627E+00
1.335E+00
1.869E+00
1.503E+00

174
4.610E+00
4.412E+00
4.861E+00
5.908E+00
6.096E+00
4.668E+00
5.479E+00
5.239E+00
2.008E+00
2.056E+00
2.339E+00
2.563E+00
2.241E+00

175
1.558E+00
1.008E+00
1.038E+00
1.274E+00
1.275E+00
9.411E−01
1.479E+00
1.098E+00
5.788E−01
8.693E−01
5.273E−01
8.411E−01
8.295E−01

176
3.062E+00
3.468E+00
2.280E+00
2.370E+00
4.425E+00
3.117E+00
4.819E+00
4.501E+00
1.756E+00
2.313E+00
1.581E+00
2.727E+00
2.648E+00

177
2.160E+00
1.389E+00
1.093E+00
1.588E+00
1.457E+00
2.035E+00
8.056E−01
1.031E+00
6.278E−01
5.763E−01
6.315E−01
6.904E−01
7.520E−01

178
3.556E−01
3.213E−01
1.386E−01
2.514E−01
2.183E−01
2.673E−01
1.692E−01
1.459E−01
1.410E−01
1.496E−01
1.435E−01
1.410E−01
1.182E−01

179
5.359E−02
4.697E−02
1.778E−02
2.207E−02
3.041E−02
3.568E−02
5.543E−02
2.367E−02
2.048E−02
1.913E−02
2.305E−02
1.508E−02
2.685E−02

180
1.606E−02
2.587E−02
1.496E−02
1.471E−02
4.721E−02
1.128E−02
6.291E−02
2.452E−02
1.815E−02
2.367E−02
9.418E−03
2.403E−02
3.274E−02

181
2.244E−02
2.232E−02
7.468E−03
1.876E−02
1.275E−02
1.570E−02
2.403E−02
3.004E−02
8.584E−03
9.540E−03
8.988E−03
1.410E−02
1.386E−02

182
6.426E−02
6.867E−02
8.105E−02
2.195E−01
1.208E−01
7.333E−02
2.072E−01
8.044E−02
1.155E−01
9.749E−02
1.048E−01
1.122E−01
8.596E−02

183
1.137E+00
8.674E−01
1.312E+00
2.851E+00
1.716E+00
1.070E+00
2.819E+00
1.626E+00
1.651E+00
1.914E+00
1.446E+00
1.819E+00
1.485E+00

184
1.262E+00
1.032E+00
1.404E+00
3.475E+00
1.888E+00
1.265E+00
2.987E+00
1.583E+00
1.691E+00
1.636E+00
1.560E+00
1.707E+00
1.301E+00

185
1.064E+00
7.701E−01
9.319E−01
2.137E+00
1.368E+00
7.738E−01
2.139E+00
1.151E+00
1.184E+00
1.185E+00
1.094E+00
1.268E+00
1.033E+00

186
2.600E+00
1.737E+00
2.384E+00
3.914E+00
2.708E+00
1.702E+00
3.595E+00
2.508E+00
2.393E+00
2.776E+00
2.335E+00
2.609E+00
2.864E+00

187
7.456E−01
3.948E−01
4.819E−01
8.516E−01
5.923E−01
3.814E−01
8.952E−01
5.763E−01
6.965E−01
9.386E−01
5.665E−01
6.744E−01
9.804E−01

188
8.032E−02
3.740E−02
2.759E−02
6.793E−02
6.315E−02
3.004E−02
8.105E−02
5.212E−02
5.628E−02
8.670E−02
5.224E−02
5.273E−02
1.111E−01

189
1.226E−02
6.622E−03
5.175E−03
1.717E−02
1.521E−02
8.142E−03
3.225E−02
1.337E−02
1.435E−02
2.121E−02
1.239E−02
2.403E−02
1.766E−02

190
2.085E−01
1.668E−01
1.023E−01
2.514E−01
2.391E−01
1.009E−01
2.219E−01
2.121E−01
1.717E−01
2.563E−01
1.349E−01
2.354E−01
2.857E−01

191
3.243E+00
1.917E+00
1.728E+00
4.177E+00
2.393E+00
3.015E+00
1.292E+00
1.712E+00
2.476E+00
2.228E+00
2.178E+00
2.147E+00
2.551E+00

192
8.498E−01
6.524E−01
3.826E−01
9.850E−01
5.996E−01
6.609E−01
4.304E−01
3.814E−01
7.259E−01
7.934E−01
6.714E−01
6.303E−01
6.536E−01

193
9.638E−02
6.511E−02
4.660E−02
9.896E−02
8.007E−02
5.763E−02
1.312E−01
7.345E−02
9.307E−02
1.170E−01
1.019E−01
9.430E−02
1.174E−01

194
3.691E−02
6.266E−02
5.812E−02
1.186E−01
1.056E−01
6.205E−02
1.582E−01
1.337E−01
8.682E−02
1.178E−01
8.044E−02
1.154E−01
1.132E−01

195
2.305E−02
3.127E−02
2.931E−02
6.303E−02
4.083E−02
3.630E−02
4.218E−02
6.229E−02
3.679E−02
4.439E−02
3.421E−02
4.525E−02
3.850E−02

196
1.864E−01
8.437E−02
1.778E−01
3.532E−01
1.208E−01
3.421E−01
6.953E−02
1.089E−01
1.717E−01
2.281E−01
1.594E−01
1.692E−01
2.158E−01

197
1.263E−01
7.529E−02
1.012E−01
2.060E−01
1.064E−01
1.876E−01
8.105E−02
7.345E−02
1.251E−01
1.729E−01
9.160E−02
1.187E−01
1.643E−01

198
6.107E−02
5.236E−02
3.679E−02
9.086E−02
7.357E−02
7.137E−02
1.101E−01
5.677E−02
6.303E−02
9.749E−02
7.063E−02
9.001E−02
9.430E−02

199
2.195E−02
1.133E−01
4.083E−02
3.605E−02
2.318E−01
3.262E−02
1.937E−01
1.827E−01
1.324E−01
2.097E−01
1.422E−01
2.256E−01
1.496E−01

200
2.036E−02
4.034E−02
3.740E−02
6.131E−02
7.922E−02
4.010E−02
1.398E−01
8.363E−02
6.818E−02
1.162E−01
6.585E−02
1.028E−01
8.547E−02

201
2.784E−02
3.188E−02
4.145E−02
5.727E−02
5.763E−02
4.194E−02
7.946E−02
6.315E−02
4.488E−02
6.511E−02
4.280E−02
5.518E−02
4.733E−02

202
5.359E−04
1.263E−02
2.869E−03
3.274E−03
2.722E−02
3.127E−03
2.146E−02
2.600E−02
1.239E−02
1.704E−02
1.239E−02
1.937E−02
1.337E−02

203
5.359E−04
0.000E+00
1.729E−03
8.179E−04
8.007E−04
1.251E−03
2.477E−03
7.897E−04
9.540E−04
8.302E−04
4.280E−04
0.000E+00
8.387E−04

204
3.752E−03
1.204E−02
4.022E−03
2.452E−03
2.085E−02
5.015E−03
2.477E−02
2.293E−02
1.717E−02
1.582E−02
6.413E−03
1.741E−02
1.337E−02

205
5.359E−04
2.403E−03
1.150E−03
2.452E−03
2.403E−03
6.266E−04
8.277E−04
0.000E+00
1.913E−03
2.072E−03
1.288E−03
4.709E−04
3.348E−03

206
2.146E−03
2.293E−02
1.150E−03
3.274E−03
4.083E−02
4.390E−03
3.470E−02
2.685E−02
1.386E−02
2.330E−02
1.459E−02
2.784E−02
2.477E−02

207
6.965E−03
4.819E−03
5.751E−03
1.717E−02
1.040E−02
1.570E−02
1.484E−02
1.815E−02
1.002E−02
6.634E−03
5.996E−03
8.952E−03
5.028E−03

208
4.280E−03
6.021E−04
2.305E−03
6.548E−03
3.200E−03
2.502E−03
5.788E−03
4.733E−03
3.335E−03
6.229E−03
2.563E−03
4.243E−03
4.611E−03

209
0.000E+00
1.204E−03
0.000E+00
0.000E+00
8.007E−04
1.876E−03
2.477E−03
0.000E+00
4.770E−04
8.302E−04
8.559E−04
4.709E−04
8.387E−04

210
0.000E+00
6.021E−04
5.751E−04
8.179E−04
0.000E+00
0.000E+00
8.277E−04
1.582E−03
0.000E+00
0.000E+00
8.559E−04
0.000E+00
0.000E+00

211
0.000E+00
6.021E−04
0.000E+00
1.631E−03
0.000E+00
1.251E−03
8.277E−04
1.582E−03
1.435E−03
8.302E−04
8.559E−04
4.709E−04
1.263E−03

212
1.071E−03
4.218E−03
2.305E−03
4.096E−03
5.604E−03
6.266E−03
2.477E−03
6.315E−03
9.540E−04
1.655E−03
1.288E−03
1.888E−03
2.514E−03

213
4.280E−03
0.000E+00
1.729E−03
5.727E−03
4.807E−03
3.765E−03
6.622E−03
7.897E−04
2.857E−03
2.072E−03
1.717E−03
3.299E−03
1.680E−03

214
4.280E−03
1.803E−03
2.869E−03
4.096E−03
2.403E−03
3.127E−03
7.443E−03
3.151E−03
2.391E−0
2.906E−03
1.288E−03
3.299E−03
1.680E−03

215
5.359E−04
0.000E+00
0.000E+00
8.179E−04
0.000E+00
0.000E+00
1.655E−03
7.897E−04
4.770E−04
4.145E−04
1.288E−03
9.430E−04
8.387E−04

216
0.000E+00
0.000E+00
5.751E−04
0.000E+00
1.606E−03
6.266E−04
2.477E−03
1.582E−03
0.000E+00
0.000E+00
0.000E+00
0.000E+00
8.387E−04

217
1.071E−03
0.000E+00
1.729E−03
1.631E−03
0.000E+00
0.000E+00
8.277E−04
7.897E−04
4.770E−04
1.655E−03
8.559E−04
1.410E−03
1.263E−03

218
1.178E+00
8.939E−01
1.315E+00
2.661E+00
1.910E+00
1.058E+00
2.577E+00
1.605E+00
1.867E+00
2.351E+00
1.509E+00
2.205E+00
1.815E+00

219
1.124E−02
9.638E−03
5.751E−03
3.029E−02
1.766E−02
9.393E−03
4.218E−02
1.974E−02
1.913E−02
3.446E−02
2.183E−02
2.735E−02
1.631E−02

220
1.279E+00
1.694E+00
1.321E+00
1.620E+00
1.608E+00
1.519E+00
3.818E+00
1.647E+00
1.801E+00
2.102E+00
1.794E+00
2.715E+00
1.661E+00

221
5.663E+01
7.255E+01
6.644E+01
4.402E+01
7.576E+01
7.035E+01
8.640E+01
7.627E+01
5.337E+01
6.207E+01
4.809E+01
7.064E+01
5.202E+01

222
9.174E+01
8.492E+01
6.060E+01
3.408E+01
5.147E+01
5.194E+01
4.119E+01
4.183E+01
4.096E+01
5.171E+01
4.525E+01
4.652E+01
5.004E+01

223
3.049E+01
2.738E+01
3.105E+01
2.255E+01
3.529E+01
3.460E+01
3.766E+01
3.182E+01
2.314E+01
3.042E+01
2.228E+01
3.026E+01
2.444E+01

224
3.052E+01
3.316E+01
2.564E+01
1.789E+01
2.130E+01
2.724E+01
2.739E+01
2.847E+01
1.988E+01
2.313E+01
1.862E+01
2.240E+01
2.100E+01

225
2.483E+01
1.817E+01
2.503E+01
2.203E+01
1.880E+01
3.134E+01
7.715E+00
1.376E+01
1.700E+01
1.343E+01
1.586E+01
1.428E+01
1.191E+01

226
9.843E+00
7.639E+00
1.303E+01
1.277E+01
3.584E+00
2.665E+01
1.360E+00
4.665E+00
6.399E+00
5.318E+00
5.782E+00
6.209E+00
6.434E+00

227
3.339E+00
2.807E+00
3.618E+00
3.657E+00
1.529E+00
6.669E+00
1.102E+00
1.588E+00
2.186E+00
2.041E+00
1.943E+00
1.860E+00
2.151E+00

228
1.858E−01
7.759E−01
2.461E−01
3.271E−01
3.150E−01
2.213E−01
7.204E−01
4.476E−01
5.578E−01
6.332E−01
3.849E−01
5.943E−01
9.122E−01

229
2.102E−01
8.305E−01
2.830E−01
3.556E−01
3.549E−01
2.861E−01
7.262E−01
4.627E−01
5.597E−01
6.186E−01
4.472E−01
5.998E−01
1.035E+00

230
2.664E+01
3.390E+01
3.879E+01
2.571E+01
4.170E+01
4.131E+01
3.004E+01
4.945E+01
3.001E+01
2.757E+01
3.104E+01
3.633E+01
3.174E+01

231
3.153E+00
5.510E+00
4.189E+00
4.193E+00
3.758E+00
4.418E+00
5.009E+00
5.731E+00
4.208E+00
4.269E+00
3.936E+00
4.766E+00
6.635E+00

232
1.352E+00
2.069E+00
2.168E+00
1.642E+00
1.546E+00
2.286E+00
2.150E+00
1.901E+00
2.090E+00
2.655E+00
1.814E+00
2.063E+00
2.560E+00

233
3.151E+00
6.832E+00
4.664E+00
5.333E+00
7.597E+00
6.268E+00
5.050E+00
7.382E+00
4.940E+00
4.534E+00
5.621E+00
5.868E+00
5.749E+00

234
6.410E+00
1.493E+01
1.617E+01
1.936E+01
1.926E+01
1.882E+01
2.644E+01
2.480E+01
1.763E+01
1.780E+01
1.935E+01
2.193E+01
1.664E+01

235
6.687E+00
8.014E+00
1.256E+01
1.036E+01
1.340E+01
1.057E+01
1.649E+01
1.356E+01
9.696E+00
1.030E+01
9.174E+00
1.135E+01
1.274E+01

236
8.373E−01
1.166E+00
4.018E−01
4.815E−01
4.838E−01
5.898E−01
1.316E+00
5.819E−01
8.667E−01
1.794E+00
6.659E−01
8.781E−01
1.423E+00

237
9.431E+00
8.165E+00
3.434E+00
4.678E+00
2.154E+00
2.588E+00
4.253E+00
1.906E+00
5.784E+00
6.467E+00
4.983E+00
4.430E+00
7.479E+00

238
6.206E+00
6.614E+00
7.622E+00
5.991E+00
6.109E+00
5.487E+00
9.853E+00
5.238E+00
6.555E+00
7.250E+00
6.231E+00
6.936E+00
7.160E+00

239
1.099E+00
1.269E+00
1.635E+00
1.237E+00
1.225E+00
1.248E+00
2.177E+00
1.239E+00
1.438E+00
1.579E+00
1.284E+00
1.472E+00
1.622E+00

240
6.358E+00
1.667E+01
5.240E+00
6.460E+00
1.529E+01
3.127E+00
4.653E+01
1.884E+01
1.606E+01
1.947E+01
1.591E+01
2.316E+01
2.048E+01

241
2.283E+02
2.377E+02
2.117E+02
2.027E+02
2.254E+02
1.753E+02
2.315E+02
1.833E+02
2.116E+02
2.216E+02
2.261E+02
2.240E+02
2.330E+02

242
1.148E+02
1.079E+02
1.415E+02
1.661E+02
1.816E+02
1.411E+02
2.190E+02
1.470E+02
1.657E+02
1.692E+02
1.522E+02
1.751E+02
1.508E+02

243
9.737E+00
9.198E+00
1.322E+01
1.646E+01
1.735E+01
1.354E+01
2.176E+01
1.376E+01
1.727E+01
1.732E+01
1.460E+01
1.759E+01
1.533E+01

244
1.629E+01
9.768E+00
9.717E+00
1.670E+01
6.077E+00
1.245E+01
6.175E+00
4.525E+00
1.220E+01
9.082E+00
1.062E+01
7.320E+00
7.607E+00

245
8.488E+00
6.732E+00
4.691E+00
6.342E+00
2.850E+00
3.951E+00
5.019E+00
2.529E+00
6.098E+00
5.508E+00
5.345E+00
4.457E+00
5.435E+00

246
8.930E+00
8.936E+00
7.339E+00
5.914E+00
5.345E+00
5.192E+00
1.245E+01
5.616E+00
7.832E+00
1.002E+01
7.193E+00
8.495E+00
1.067E+01

247
3.757E+00
5.688E+00
5.147E+00
4.663E+00
3.852E+00
4.942E+00
6.901E+00
4.032E+00
5.249E+00
6.627E+00
4.421E+00
5.343E+00
6.419E+00

248
9.345E+01
6.372E+01
8.007E+01
1.208E+02
7.657E+01
8.989E+01
4.064E+01
5.180E+01
8.291E+01
7.042E+01
7.731E+01
6.505E+01
6.611E+01

249
8.938E+01
5.696E+01
5.170E+01
8.153E+01
5.251E+01
4.903E+01
5.725E+01
4.056E+01
7.652E+01
7.571E+01
6.895E+01
6.539E+01
6.485E+01

250
1.794E+02
1.403E+02
1.128E+02
1.257E+02
9.364E+01
4.930E+01
1.211E+02
9.043E+01
1.400E+02
1.442E+02
1.422E+02
1.197E+02
1.506E+02

251
5.388E+01
4.919E+01
3.811E+01
4.709E+01
4.419E+01
3.799E+01
7.507E+01
4.872E+01
6.001E+01
6.692E+01
5.699E+01
5.771E+01
5.939E+01

252
2.977E+00
3.255E+00
2.457E+00
3.101E+00
3.001E+00
2.982E+00
5.772E+00
3.513E+00
4.171E+00
4.845E+00
3.845E+00
4.235E+00
4.363E+00

253
5.217E+00
4.000E+00
3.313E+00
6.520E+00
2.470E+00
6.723E+00
3.063E+00
2.455E+00
4.729E+00
3.742E+00
4.012E+00
3.220E+00
4.733E+00

254
1.420E+01
8.327E+00
1.122E+01
1.424E+01
5.879E+00
1.218E+01
5.893E+00
4.684E+00
9.207E+00
6.865E+00
8.726E+00
5.970E+00
7.930E+00

255
1.077E+01
7.849E+00
9.855E+00
1.182E+01
5.622E+00
1.128E+01
6.331E+00
4.507E+00
9.249E+00
7.998E+00
8.387E+00
6.487E+00
6.864E+00

256
2.927E+00
3.163E+00
3.123E+00
3.234E+00
2.596E+00
2.852E+00
4.625E+00
2.216E+00
4.482E+00
4.481E+00
3.388E+00
4.277E+00
3.537E+00

257
3.583E+00
6.234E+00
5.340E+00
4.329E+00
5.130E+00
5.008E+00
7.446E+00
5.356E+00
5.450E+00
6.360E+00
4.836E+00
6.352E+00
6.519E+00

258
2.883E+01
1.886E+01
2.613E+01
4.507E+01
1.576E+01
3.856E+01
1.117E+01
1.451E+01
3.034E+01
2.317E+01
2.397E+01
2.125E+01
3.156E+01

259
5.500E+01
3.533E+01
4.976E+01
7.946E+01
3.490E+01
5.482E+01
2.180E+01
2.939E+01
5.218E+01
3.861E+01
4.607E+01
3.330E+01
3.491E+01

260
2.939E+01
2.998E+01
3.357E+01
4.836E+01
3.732E+01
3.482E+01
2.991E+01
3.374E+01
4.123E+01
3.805E+01
4.006E+01
3.552E+01
2.741E+01

261
2.085E+01
3.032E+01
3.874E+01
2.946E+01
3.954E+01
4.026E+01
3.863E+01
4.856E+01
3.054E+01
3.095E+01
3.512E+01
3.547E+01
3.102E+01

262
9.045E+00
1.465E+01
9.847E+00
8.102E+00
1.057E+01
1.116E+01
1.709E+01
1.458E+01
1.301E+01
1.418E+01
1.402E+01
1.471E+01
1.423E+01

263
4.053E+00
2.908E+00
3.719E+00
4.951E+00
1.443E+00
6.002E+00
1.878E+00
1.623E+00
3.488E+00
2.898E+00
2.842E+00
2.643E+00
3.664E+00

264
3.266E+00
2.740E+00
3.241E+00
3.603E+00
2.258E+00
3.994E+00
3.118E+00
2.258E+00
4.441E+00
3.843E+00
3.265E+00
4.239E+00
4.208E+00

265
2.424E+00
2.140E+00
2.151E+00
2.371E+00
1.920E+00
2.467E+00
3.172E+00
1.784E+00
3.196E+00
3.047E+00
2.622E+00
2.784E+00
2.740E+00

266
8.672E−01
2.358E+00
1.366E+00
8.999E−01
2.571E+00
1.015E+00
5.883E+00
2.573E+00
2.784E+00
3.049E+00
2.135E+00
3.553E+00
2.775E+00

267
8.425E−01
2.152E+00
2.005E+00
1.144E+00
2.321E+00
1.674E+00
5.187E+00
2.840E+00
2.321E+00
2.775E+00
1.788E+00
3.120E+00
2.749E+00

268
1.274E+01
8.371E+00
1.664E+01
2.975E+01
4.813E+00
2.796E+01
3.086E+00
6.648E+00
1.495E+01
1.131E+01
1.209E+01
9.739E+00
1.299E+01

269
6.215E+00
6.502E+00
7.682E+00
1.313E+01
6.321E+00
1.111E+01
5.311E+00
6.431E+00
1.231E+01
1.103E+01
9.260E+00
1.047E+01
1.016E+01

270
2.477E+00
2.690E+00
2.305E+00
3.842E+00
3.502E+00
2.816E+00
4.117E+00
3.062E+00
5.113E+00
5.151E+00
4.118E+00
4.740E+00
4.389E+00

271
1.278E+01
1.360E+01
1.377E+01
1.157E+01
1.915E+01
1.350E+01
1.164E+01
1.892E+01
1.102E+01
1.040E+01
1.187E+01
1.557E+01
1.038E+01

272
7.061E+01
8.591E+01
1.005E+02
7.302E+01
1.044E+02
9.847E+01
7.537E+01
1.232E+02
7.240E+01
6.638E+01
7.503E+01
8.508E+01
7.273E+01

273
7.063E+01
9.013E+01
1.068E+02
7.295E+01
1.059E+02
1.051E+02
7.600E+01
1.310E+02
7.563E+01
6.928E+01
7.757E+01
8.720E+01
7.732E+01

274
1.101E+01
1.476E+01
1.545E+01
1.128E+01
1.449E+01
1.652E+01
1.029E+01
2.166E+01
1.162E+01
1.026E+01
1.205E+01
1.380E+01
1.367E+01

275
5.059E−01
8.021E−01
7.571E−01
5.506E−01
1.009E+00
5.273E−01
6.780E−01
9.294E−01
5.523E−01
5.159E−01
4.747E−01
8.841E−01
6.265E−01

276
3.900E+00
7.950E+00
9.474E+00
9.375E+00
1.714E+01
1.314E+01
7.183E+00
1.602E+01
6.743E+00
6.099E+00
9.186E+00
9.031E+00
6.184E+00

277
8.853E+00
2.419E+01
2.847E+01
2.112E+01
3.435E+01
3.618E+01
1.593E+01
4.747E+01
1.668E+01
1.721E+01
2.232E+01
1.945E+01
1.766E+01

278
8.342E+00
2.321E+01
2.743E+01
2.062E+01
3.308E+01
3.457E+01
1.510E+01
4.733E+01
1.669E+01
1.619E+01
2.151E+01
1.842E+01
1.677E+01

279
2.107E+00
5.289E+00
5.804E+00
7.445E+00
6.883E+00
8.082E+00
8.721E+00
1.290E+01
6.207E+00
5.901E+00
7.163E+00
7.610E+00
5.719E+00

280
3.666E+00
6.870E+00
4.040E+00
4.459E+00
7.546E+00
4.481E+00
1.315E+01
7.773E+00
5.853E+00
6.772E+00
6.229E+00
7.806E+00
6.740E+00

281
1.348E+02
1.295E+02
1.127E+02
1.038E+02
1.164E+02
9.199E+01
1.125E+02
9.395E+01
1.214E+02
1.256E+02
1.283E+02
1.200E+02
1.286E+02

282
1.144E+02
1.092E+02
9.697E+01
8.791E+01
9.742E+01
7.907E+01
9.460E+01
8.055E+01
1.082E+02
1.087E+02
1.088E+02
1.032E+02
1.182E+02

283
2.939E+01
2.739E+01
4.287E+01
5.177E+01
5.448E+01
4.164E+01
6.506E+01
4.302E+01
5.626E+01
5.514E+01
4.774E+01
5.542E+01
4.634E+01

284
5.887E+00
9.689E+00
6.252E+00
5.203E+00
4.611E+00
6.214E+00
6.397E+00
5.246E+00
5.951E+00
8.724E+00
5.422E+00
6.442E+00
7.927E+00

285
1.095E+02
9.296E+01
6.976E+01
7.589E+01
6.067E+01
6.680E+01
6.452E+01
6.833E+01
8.528E+01
8.727E+01
8.935E+01
7.204E+01
8.978E+01

286
8.339E+01
7.018E+01
5.481E+01
5.653E+01
4.472E+01
5.141E+01
4.913E+01
5.222E+01
6.523E+01
6.443E+01
6.620E+01
5.535E+01
6.838E+01

287
8.209E+00
7.813E+00
6.645E+00
8.538E+00
7.674E+00
6.900E+00
1.271E+01
8.995E+00
1.117E+01
1.185E+01
1.069E+01
1.057E+01
1.105E+01

288
3.878E+01
5.591E+01
7.840E+01
6.318E+01
7.631E+01
8.150E+01
5.843E+01
9.564E+01
5.592E+01
5.310E+01
6.565E+01
6.211E+01
5.647E+01

289
3.027E+01
4.417E+01
6.366E+01
4.914E+01
5.895E+01
6.341E+01
4.665E+01
7.379E+01
4.383E+01
4.058E+01
5.242E+01
5.009E+01
4.668E+01

290
1.873E+01
2.537E+01
2.205E+01
1.977E+01
1.893E+01
2.447E+01
1.828E+01
2.660E+01
1.896E+01
1.951E+01
2.236E+01
2.019E+01
2.048E+01

291
1.467E+01
1.943E+01
1.708E+01
1.501E+01
1.404E+01
1.919E+01
1.376E+01
2.054E+01
1.620E+01
1.538E+01
1.851E+01
1.663E+01
1.746E+01

292
1.499E+00
2.323E+00
1.610E+00
1.413E+00
1.801E+00
1.723E+00
3.399E+00
2.386E+00
2.419E+00
2.633E+00
2.521E+00
2.730E+00
2.844E+00

293
3.910E−01
1.607E+00
8.795E−01
4.485E−01
2.181E+00
6.989E−01
3.533E+00
2.540E+00
1.978E+00
2.128E+00
1.743E+00
2.512E+00
1.948E+00

294
2.118E+00
1.936E+00
1.244E+00
1.438E+00
1.862E+00
9.727E−01
3.505E+00
1.703E+00
2.496E+00
2.391E+00
2.327E+00
2.380E+00
2.216E+00

295
2.181E+00
1.900E+00
1.256E+00
1.495E+00
1.901E+00
9.669E−01
3.466E+00
1.718E+00
2.424E+00
2.402E+00
2.309E+00
2.378E+00
2.183E+00

296
9.948E−01
9.225E−01
8.456E−01
1.334E+00
1.252E+00
7.743E−01
2.963E+00
9.982E−01
1.513E+00
1.426E+00
1.303E+00
1.453E+00
1.237E+00

297
3.577E−01
4.547E−01
5.189E−01
7.628E−01
6.039E−01
5.300E−01
8.578E−01
8.945E−01
1.759E−01
1.733E−01
2.537E−01
2.448E−01
2.638E−01

298
1.446E−02
2.252E−02
2.446E−02
1.255E−02
1.914E−02
2.553E−02
1.315E−02
3.196E−02
8.045E−03
1.004E−02
9.653E−03
1.077E−02
1.128E−02

299
3.261E−02
1.116E−01
2.516E−01
1.768E−01
2.758E−01
2.474E−01
1.264E−01
4.108E−01
4.870E−02
4.398E−02
7.422E−02
6.393E−02
5.470E−02

300
1.729E−03
5.792E−03
1.300E−02
7.530E−03
7.616E−03
1.911E−02
1.845E−03
2.188E−02
2.381E−03
2.553E−03
2.724E−03
4.441E−03
3.239E−03

301
2.960E−02
9.568E−02
1.459E−01
1.015E−01
1.418E−01
1.439E−01
9.332E−02
1.982E−01
3.840E−02
4.140E−02
4.977E−02
4.741E−02
5.041E−02

302
8.173E−03
1.639E−02
3.025E−02
8.474E−03
1.384E−02
3.797E−02
5.985E−03
3.025E−02
4.483E−03
5.792E−03
7.465E−03
7.444E−03
5.642E−03

303
2.626E−01
3.829E−01
3.561E−01
3.268E−01
3.399E−01
4.494E−01
2.238E−01
5.138E−01
1.594E−01
1.995E−01
2.145E−01
2.167E−01
2.145E−01

304
1.886E−03
4.248E−03
3.583E−03
6.908E−03
4.612E−03
3.947E−03
5.985E−03
6.457E−03
1.847E−03
2.553E−03
3.647E−03
4.441E−03
2.231E−03

305
1.161E−01
4.065E−01
7.714E−01
5.229E−01
7.386E−01
8.351E−01
5.867E−01
9.949E−01
2.434E−01
2.509E−01
3.710E−01
3.812E−01
3.156E−01

306
6.135E−03
2.896E−02
4.505E−02
2.660E−02
4.097E−02
6.607E−02
1.798E−02
7.551E−02
1.793E−02
1.697E−02
3.153E−02
3.025E−02
2.017E−02

307
1.117E+00
2.181E+00
1.542E+00
9.624E−01
1.395E+00
2.735E+00
4.281E−01
2.150E+00
1.197E+00
1.460E+00
1.713E+00
1.746E+00
1.557E+00

308
2.210E−02
3.904E−02
2.034E−02
1.727E−02
2.360E−02
5.234E−02
6.457E−03
3.969E−02
1.899E−02
2.381E−02
2.767E−02
3.111E−02
2.724E−02

309
1.572E−03
4.634E−03
6.586E−03
3.776E−03
8.988E−03
5.406E−03
4.612E−03
1.324E−02
3.304E−03
4.376E−03
4.913E−03
4.269E−03
7.337E−03

310
5.191E−03
1.735E−03
2.446E−03
4.698E−03
3.926E−03
3.733E−03
5.535E−03
4.848E−03
1.319E−03
2.122E−03
3.089E−03
2.059E−03
2.403E−03

311
6.285E−04
7.723E−04
5.642E−04
3.132E−04
6.908E−04
6.243E−04
1.384E−03
1.937E−03
3.947E−04
1.133E−03
1.821E−04
2.059E−03
1.025E−03

312
1.572E−04
5.792E−04
1.883E−04
6.285E−04
4.612E−04
6.243E−04
6.908E−04
0.000E+00
1.319E−04
0.000E+00
1.821E−04
6.328E−04
1.708E−04

313
9.074E−02
1.787E−01
2.314E−01
8.216E−02
1.364E−01
2.325E−01
8.002E−02
2.851E−01
7.208E−02
7.380E−02
1.253E−01
1.165E−01
8.602E−02

314
4.719E−03
1.040E−02
7.723E−03
6.908E−03
6.457E−03
6.865E−03
4.376E−03
1.680E−02
5.792E−03
5.792E−03
4.913E−03
5.535E−03
4.612E−03

315
1.555E−02
4.140E−02
3.711E−02
1.946E−02
2.832E−02
4.634E−02
2.295E−02
5.749E−02
1.530E−02
1.909E−02
1.986E−02
2.767E−02
2.553E−02

316
1.572E−04
1.542E−03
1.883E−03
6.285E−04
1.384E−03
2.295E−03
1.152E−03
9.696E−04
6.586E−04
1.133E−03
3.647E−04
3.175E−04
1.197E−03

317
2.789E−02
3.883E−02
3.132E−02
1.665E−02
2.639E−02
3.711E−02
1.821E−02
4.076E−02
1.555E−02
1.783E−02
1.804E−02
2.124E−02
1.931E−02

318
4.719E−04
1.349E−03
1.317E−03
1.570E−03
2.767E−03
1.454E−03
1.845E−03
1.937E−03
1.186E−03
1.838E−03
1.459E−03
6.328E−04
1.197E−03

319
1.944E−01
2.836E−01
2.775E−01
9.417E−02
1.399E−01
2.493E−01
1.081E−01
2.538E−01
1.300E−01
1.409E−01
1.763E−01
1.860E−01
1.656E−01

320
7.851E−04
1.735E−03
1.883E−03
3.132E−04
6.908E−04
0.000E+00
2.295E−04
9.696E−04
2.639E−04
2.832E−04
9.117E−04
9.503E−04
5.127E−04

321
5.964E−02
1.961E−01
3.619E−01
9.847E−02
1.830E−01
3.185E−01
1.015E−01
3.643E−01
1.225E−01
1.043E−01
1.806E−01
1.783E−01
1.450E−01

322
2.682E−03
9.246E−03
1.206E−02
3.454E−03
6.908E−03
1.414E−02
3.690E−03
1.291E−02
4.097E−03
4.805E−03
8.752E−03
4.762E−03
5.814E−03

323
1.407E−01
3.049E−01
3.182E−01
1.090E−01
1.590E−01
3.228E−01
1.068E−01
3.006E−01
1.693E−01
1.793E−01
2.677E−01
2.346E−01
2.197E−01

324
3.304E−03
1.098E−02
5.277E−03
4.398E−03
4.848E−03
1.122E−02
3.218E−03
1.066E−02
5.020E−03
7.787E−03
9.117E−03
9.353E−03
6.500E−03

325
8.023E−03
1.098E−02
1.620E−02
8.152E−03
8.752E−03
1.641E−02
4.848E−03
1.712E−02
4.741E−03
5.663E−03
5.642E−03
3.475E−03
5.299E−03

326
9.439E−04
7.723E−04
7.530E−04
9.417E−04
4.612E−04
1.038E−03
1.152E−03
1.291E−03
1.319E−03
8.495E−04
9.117E−04
1.585E−04
6.843E−04

327
1.242E−02
1.427E−02
1.995E−02
9.096E−03
1.429E−02
1.828E−02
1.223E−02
1.808E−02
8.431E−03
9.053E−03
8.559E−03
8.559E−03
7.337E−03

328
7.851E−04
1.542E−03
3.776E−04
2.510E−03
1.152E−03
1.454E−03
9.224E−04
3.561E−03
9.224E−04
9.911E−04
1.276E−03
1.585E−03
1.538E−03

329
2.829E−01
5.253E−01
4.768E−01
2.145E−01
2.647E−01
6.962E−01
2.243E−01
7.585E−01
3.105E−01
3.520E−01
3.929E−01
4.989E−01
3.597E−01

330
2.832E−03
4.827E−03
4.891E−03
4.698E−03
2.295E−03
9.353E−03
2.295E−03
1.066E−02
2.639E−03
4.955E−03
4.012E−03
6.178E−03
5.470E−03

331
1.948E−02
3.990E−02
4.097E−02
1.600E−02
2.596E−02
6.200E−02
1.223E−02
7.036E−02
1.371E−02
1.783E−02
2.446E−02
2.077E−02
2.137E−02

332
4.719E−04
5.792E−04
1.506E−03
6.285E−04
1.152E−03
1.454E−03
9.224E−04
3.239E−04
5.277E−04
2.832E−04
7.294E−04
3.175E−04
1.708E−03

333
1.384E−02
2.141E−02
3.540E−02
1.349E−02
1.821E−02
4.376E−02
7.830E−03
3.389E−02
9.889E−03
1.188E−02
1.678E−02
1.427E−02
1.332E−02

334
0.000E+00
1.929E−04
0.000E+00
9.417E−04
0.000E+00
2.077E−04
0.000E+00
6.457E−04
0.000E+00
5.663E−04
3.647E−04
3.175E−04
6.843E−04

335
4.441E−02
4.677E−02
5.814E−02
2.660E−02
3.132E−02
7.079E−02
2.746E−02
7.101E−02
2.109E−02
3.668E−02
3.475E−02
4.097E−02
3.068E−02

336
1.886E−03
2.122E−03
2.639E−03
1.883E−03
1.613E−03
2.295E−03
6.908E−04
6.135E−03
1.186E−03
1.838E−03
1.823E−03
2.381E−03
2.051E−03

337
5.020E−02
8.817E−02
1.199E−01
5.149E−02
6.350E−02
1.572E−01
5.878E−02
1.648E−01
5.814E−02
6.221E−02
8.924E−02
8.559E−02
7.851E−02

338
6.285E−04
1.542E−03
1.317E−03
1.255E−03
1.845E−03
3.540E−03
1.613E−03
1.291E−03
1.186E−03
1.697E−03
2.553E−03
2.210E−03
1.367E−03

339
4.312E−02
5.384E−02
5.342E−02
2.446E−02
3.132E−02
7.208E−02
2.338E−02
8.452E−02
2.574E−02
4.162E−02
3.432E−02
4.419E−02
4.355E−02

340
1.257E−03
3.861E−03
2.072E−03
3.132E−03
2.295E−03
3.111E−03
1.845E−03
4.526E−03
1.583E−03
3.261E−03
1.641E−03
3.969E−03
2.724E−03

341
4.719E−03
6.757E−03
7.723E−03
9.739E−03
8.752E−03
8.109E−03
4.140E−03
1.034E−02
3.175E−03
3.540E−03
4.913E−03
4.591E−03
3.583E−03

342
9.439E−04
5.792E−04
7.530E−04
9.417E−04
9.224E−04
8.302E−04
9.224E−04
1.291E−03
5.277E−04
9.911E−04
9.117E−04
9.503E−04
1.708E−04

343
6.135E−03
7.723E−03
1.055E−02
7.229E−03
9.224E−03
1.019E−02
1.176E−02
9.696E−03
5.149E−03
5.513E−03
3.454E−03
6.972E−03
7.015E−03

344
1.572E−04
0.000E+00
0.000E+00
9.417E−04
4.612E−04
8.302E−04
0.000E+00
9.696E−04
1.319E−04
2.832E−04
0.000E+00
3.175E−04
6.843E−04

AY
AZ
BA
BB
BC
BD
BE
BF
BG
BH
BI
BJ
BK

1
CA273
14272
14246
14081
14180
14453
14540
CA268
CA262
CA267
CA261
CA264
CA258

2
Control
Late Malignant
Late Malignant
Late
Late
Benign
Late
Control
Control
Control
Control
Control
Control

Malignant
Malignant

Malignant

3
0
3
3
3
3
1
3
0
0
0
0
0
0

4
1
−1
−1
−1
−1
−1
−1
1
1
1
1
1
1

5
8.435E−01
1.082E+00
6.655E+00
1.167E+00
9.707E−01
7.651E−01
8.580E−01
1.140E+00
1.453E+00
1.071E+00
7.119E−01
1.159E+00
1.159E+00

6
3.702E−01
1.792E−01
2.059E+00
2.285E−01
1.545E−01
1.234E−01
2.242E−01
4.312E−01
7.221E−01
5.601E−01
2.210E−01
5.433E−01
4.785E−01

7
1.255E−01
8.723E−02
7.382E−01
7.940E−02
6.749E−02
4.818E−02
8.616E−02
1.159E−01
1.567E−01
1.148E−01
6.191E−02
1.320E−01
1.373E−01

8
4.410E−01
4.335E−01
1.801E+00
8.090E−01
3.948E−01
2.800E−01
3.144E−01
1.338E+00
7.135E−01
7.460E−01
4.131E−01
1.090E+00
7.715E−01

9
1.652E−02
3.047E−02
5.665E−02
1.373E−02
1.717E−02
9.464E−03
1.245E−02
2.575E−02
3.476E−02
2.468E−02
1.663E−02
1.352E−02
3.777E−02

10
8.616E−03
7.629E−03
3.165E−02
5.708E−03
3.873E−03
9.013E−04
3.219E−03
4.464E−03
6.567E−03
1.320E−02
3.240E−03
6.974E−03
8.530E−03

11
7.114E−03
4.903E−03
1.577E−02
6.288E−03
3.315E−03
4.506E−03
3.680E−03
9.421E−03
1.309E−02
8.079E−03
6.931E−03
3.927E−03
7.307E−03

12
5.987E−03
7.082E−03
7.908E−03
4.571E−03
6.084E−03
4.056E−03
3.219E−03
8.423E−03
6.567E−03
8.079E−03
4.624E−03
6.974E−03
1.341E−02

13
4.871E−03
1.202E−02
1.717E−02
1.028E−02
1.050E−02
3.605E−03
4.142E−03
1.438E−02
9.388E−03
1.320E−02
4.163E−03
1.180E−02
9.742E−03

14
2.736E−02
3.380E−02
1.277E−01
4.174E−02
3.648E−02
2.564E−02
3.133E−02
2.929E−02
3.187E−02
2.253E−02
2.446E−02
3.273E−02
2.189E−02

15
2.994E−03
5.451E−03
1.577E−02
6.288E−03
3.315E−03
2.704E−03
5.064E−03
6.438E−03
6.567E−03
2.972E−03
3.702E−03
3.487E−03
6.094E−03

16
7.489E−04
5.451E−04
1.320E−03
1.137E−03
1.105E−03
2.253E−03
3.219E−03
2.479E−03
9.388E−04
4.249E−04
9.249E−04
2.178E−03
0.000E+00

17
2.242E−03
1.094E−03
1.320E−03
1.717E−03
2.210E−03
1.352E−03
4.603E−03
2.479E−03
6.567E−03
2.554E−03
2.307E−03
1.309E−03
3.659E−03

18
2.393E−02
2.940E−02
6.459E−02
1.996E−02
2.103E−02
2.167E−02
1.663E−02
1.835E−02
2.060E−02
2.082E−02
3.144E−02
3.315E−02
9.742E−03

19
4.002E−02
6.212E−02
6.695E−01
4.742E−02
4.753E−02
4.957E−02
4.281E−02
4.614E−02
5.536E−02
4.378E−02
4.067E−02
5.054E−02
3.659E−02

20
3.745E−04
5.451E−04
2.639E−03
1.717E−03
5.526E−04
2.704E−03
2.768E−03
1.985E−03
1.878E−03
2.972E−03
4.624E−04
2.178E−03
1.223E−03

21
1.202E−02
3.809E−03
4.088E−02
7.425E−03
4.421E−03
5.858E−03
3.219E−03
1.384E−02
1.599E−02
1.534E−02
6.931E−03
1.695E−02
6.094E−03

22
1.867E−03
1.094E−03
1.320E−02
0.000E+00
0.000E+00
9.013E−04
4.603E−04
2.479E−03
2.811E−03
1.277E−03
2.307E−03
3.927E−03
3.659E−03

23
2.661E−02
2.285E−02
1.015E−01
2.167E−02
1.878E−02
2.393E−02
2.629E−02
2.532E−02
3.562E−02
2.425E−02
1.942E−02
2.704E−02
1.459E−02

24
4.828E−02
5.998E−02
1.824E−01
4.914E−02
5.966E−02
5.268E−02
4.700E−02
5.150E−02
2.350E−02
4.292E−02
4.764E−02
4.313E−02
3.777E−02

25
1.727E−02
5.451E−03
4.742E−02
9.710E−03
2.210E−03
1.395E−02
1.202E−02
1.191E−02
1.032E−02
1.620E−02
8.788E−03
1.878E−02
7.307E−03

26
8.616E−03
1.255E−02
6.202E−02
1.770E−02
9.399E−03
5.408E−03
8.294E−03
7.436E−03
1.406E−02
8.927E−03
9.249E−03
1.223E−02
1.459E−02

27
3.369E−03
2.178E−03
1.845E−02
2.285E−03
2.210E−03
2.704E−03
4.142E−03
1.491E−03
5.633E−03
2.972E−03
9.249E−04
3.047E−03
1.223E−03

28
2.736E−02
1.470E−02
7.253E−02
1.481E−02
2.264E−02
2.167E−02
9.667E−03
3.122E−02
3.283E−02
2.511E−02
1.620E−02
2.049E−02
1.588E−02

29
3.970E−02
1.524E−02
6.856E−02
2.060E−02
1.824E−02
2.393E−02
1.427E−02
2.876E−02
5.633E−02
4.936E−02
2.307E−02
3.745E−02
2.554E−02

30
6.406E−02
8.938E−02
1.159E−01
6.803E−02
8.959E−02
7.521E−02
7.135E−02
6.985E−02
4.131E−02
5.912E−02
6.888E−02
6.674E−02
5.118E−02

31
4.045E−02
5.880E−02
7.382E−02
6.116E−02
5.526E−02
8.648E−02
7.597E−02
7.189E−02
3.004E−02
3.144E−02
4.485E−02
3.659E−02
2.918E−02

32
1.910E−02
2.393E−02
1.094E−01
5.998E−02
2.264E−02
2.339E−02
1.567E−02
6.985E−02
2.157E−02
2.339E−02
2.865E−02
5.408E−02
1.706E−02

33
1.159E−02
7.629E−03
1.577E−02
9.142E−03
1.105E−02
1.266E−02
1.013E−02
1.384E−02
5.633E−03
8.079E−03
9.249E−03
6.974E−03
6.094E−03

34
1.341E−01
2.371E−01
9.321E−01
3.036E−01
2.403E−01
1.567E−01
1.878E−01
1.652E−01
1.330E−01
1.470E−01
2.006E−01
1.974E−01
1.024E−01

35
5.762E−02
8.605E−02
9.227E−02
9.024E−02
5.751E−02
1.491E−01
1.069E−01
8.079E−02
4.979E−02
4.421E−02
8.734E−02
5.279E−02
5.730E−02

36
5.987E−03
3.273E−03
1.055E−02
7.425E−03
8.294E−03
9.464E−03
8.294E−03
7.929E−03
7.511E−03
5.526E−03
8.326E−03
7.414E−03
2.436E−03

37
1.685E−02
1.035E−02
4.088E−02
1.427E−02
1.266E−02
9.464E−03
8.755E−03
7.929E−03
1.502E−02
1.191E−02
1.063E−02
1.309E−02
2.800E−02

38
9.732E−03
1.255E−02
4.742E−02
1.309E−02
1.717E−02
1.309E−02
6.910E−03
1.588E−02
1.406E−02
6.384E−03
1.341E−02
9.592E−03
9.742E−03

39
1.234E−01
3.755E−02
1.320E−01
3.487E−02
4.421E−02
5.590E−02
8.519E−02
5.944E−02
1.052E−01
6.298E−02
1.330E−01
8.766E−02
8.283E−02

40
1.931E−01
1.652E−01
2.361E−01
1.384E−01
1.685E−01
1.234E−01
1.277E−01
1.046E−01
1.191E−01
1.309E−01
1.094E−01
1.008E−01
8.895E−02

41
1.910E−02
2.886E−02
5.408E−02
2.511E−02
2.049E−02
2.843E−02
1.567E−02
2.532E−02
1.599E−02
1.910E−02
1.899E−02
2.178E−02
2.189E−02

42
0.000E+00
2.725E−03
6.588E−03
1.717E−03
1.105E−03
9.013E−04
4.603E−04
1.985E−03
9.388E−04
8.509E−04
0.000E+00
3.047E−03
0.000E+00

43
3.061E−03
5.607E−03
1.739E−02
3.138E−03
4.372E−03
3.446E−03
3.421E−03
9.388E−03
4.501E−03
3.061E−03
6.327E−03
5.118E−03
5.838E−03

44
9.233E−02
1.435E−01
1.528E+00
1.399E−01
1.668E−01
1.178E−01
1.142E−01
1.265E−01
1.517E−01
1.098E−01
4.916E−01
2.006E−01
1.114E−01

45
4.681E−02
3.241E−02
3.906E−01
3.318E−02
3.729E−02
3.781E−02
3.575E−02
6.273E−02
7.330E−02
6.507E−02
5.221E−02
8.999E−02
4.912E−02

46
5.144E−02
6.764E−02
3.154E−01
5.607E−02
5.633E−02
4.707E−02
5.967E−02
1.051E−01
5.067E−02
6.687E−02
1.078E−01
8.873E−02
8.256E−02

47
5.350E−02
6.430E−02
6.494E−01
6.250E−02
7.201E−02
4.990E−02
4.732E−02
7.164E−02
7.973E−02
6.198E−02
6.198E−02
1.265E−01
5.890E−02

48
9.336E−03
7.973E−03
1.227E−01
5.478E−03
6.636E−03
6.481E−03
7.947E−03
9.619E−03
1.057E−02
6.018E−03
1.186E−02
1.569E−02
1.052E−02

49
3.498E−03
3.138E−03
3.961E−02
3.292E−03
1.854E−03
3.241E−03
4.527E−03
4.398E−03
5.170E−03
4.578E−03
5.658E−03
5.864E−03
7.304E−03

50
1.795E−03
1.960E−03
1.358E−02
2.191E−03
6.636E−04
1.080E−03
9.928E−04
2.137E−03
2.024E−03
1.325E−03
2.217E−03
2.194E−03
2.045E−03

51
1.165E−01
1.597E−01
1.273E−01
1.430E−01
1.792E−01
2.233E−01
1.191E−01
1.743E−01
1.384E−01
1.049E−01
2.030E−01
1.705E−01
1.860E−01

52
2.243E−03
2.220E−03
1.896E−03
9.593E−04
2.778E−03
2.268E−03
1.546E−03
4.038E−03
1.800E−03
1.427E−03
2.778E−03
2.829E−03
3.806E−03

53
2.379E−02
3.086E−02
1.003E−01
3.472E−02
3.086E−02
2.528E−02
2.906E−02
1.687E−02
1.934E−02
2.425E−02
2.778E−02
2.467E−02
1.517E−02

54
6.509E+00
4.957E+00
3.283E+00
4.823E+00
5.040E+00
5.323E+00
5.483E+00
4.706E+00
5.886E+00
6.704E+00
4.456E+00
5.478E+00
4.109E+00

55
6.593E−01
7.976E−01
5.850E−01
7.161E−01
7.495E−01
7.341E−01
7.303E−01
5.638E−01
4.721E−01
5.739E−01
6.154E−01
6.189E−01
5.582E−01

56
2.001E−01
1.767E−01
1.240E−01
1.834E−01
1.982E−01
1.804E−01
2.031E−01
1.753E−01
1.901E−01
2.308E−01
1.572E−01
2.052E−01
1.322E−01

57
4.256E+00
5.318E+00
3.768E+00
4.497E+00
4.872E+00
4.622E+00
4.874E+00
3.152E+00
2.781E+00
3.499E+00
3.820E+00
3.674E+00
3.570E+00

58
2.958E−02
4.527E−02
3.292E−02
3.189E−02
3.601E−02
3.163E−02
3.961E−02
4.835E−02
2.726E−02
3.112E−02
6.713E−02
3.626E−02
4.604E−02

59
7.947E−02
8.719E−02
9.285E−02
8.719E−02
8.102E−02
8.667E−02
8.719E−02
6.178E−02
4.810E−02
6.533E−02
6.816E−02
6.944E−02
4.578E−02

60
1.042E−02
1.803E−02
4.424E−02
1.507E−02
1.656E−02
1.350E−02
1.237E−02
1.165E−02
1.530E−02
1.183E−02
1.661E−02
1.546E−02
9.336E−03

61
1.093E+00
2.170E+00
2.036E+00
1.813E+00
1.184E+00
1.549E+00
2.565E+00
9.870E−01
1.031E+00
9.005E−01
2.386E+00
1.120E+00
1.196E+00

62
5.712E−01
2.018E−01
2.377E−01
2.658E−01
3.616E−01
3.795E−01
2.486E−01
5.510E−01
7.110E−01
5.732E−01
3.279E−01
4.753E−01
4.476E−01

63
9.413E−03
1.227E−02
1.800E−02
1.137E−02
7.562E−03
8.976E−03
1.589E−02
9.619E−03
7.870E−03
8.462E−03
1.708E−02
1.013E−02
7.587E−03

64
3.638E+00
1.858E+00
1.322E+00
2.348E+00
3.695E+00
3.644E+00
2.366E+00
3.532E+00
3.528E+00
4.530E+00
2.955E+00
4.441E+00
2.368E+00

65
1.247E−01
6.198E−02
6.687E−02
8.745E−02
1.196E−01
1.134E−01
7.870E−02
1.338E−01
1.265E−01
1.520E−01
1.101E−01
1.538E−01
9.156E−02

66
7.377E−01
5.231E−01
3.410E−01
4.980E−01
7.863E−01
7.795E−01
4.679E−01
7.963E−01
6.768E−01
7.203E−01
7.716E−01
8.060E−01
7.159E−01

67
3.112E−02
4.167E−02
4.655E−02
4.192E−02
4.295E−02
4.141E−02
3.524E−02
7.793E−02
4.552E−02
4.707E−02
6.404E−02
5.298E−02
5.170E−02

68
2.829E−02
3.987E−02
2.215E−01
6.096E−02
5.967E−02
4.141E−02
3.704E−02
5.156E−02
5.298E−02
3.909E−02
4.732E−02
6.018E−02
3.524E−02

69
5.179E−01
7.724E−01
7.449E−01
7.332E−01
6.486E−01
8.769E−01
9.529E−01
5.761E−01
5.356E−01
4.448E−01
1.201E+00
6.079E−01
5.676E−01

70
2.307E−02
3.009E−02
4.321E−02
3.061E−02
2.855E−02
3.446E−02
3.446E−02
3.035E−02
2.317E−02
2.366E−02
3.575E−02
2.906E−02
2.881E−02

71
4.655E−03
6.147E−03
1.739E−02
6.584E−03
8.205E−03
5.735E−03
6.841E−03
8.205E−03
8.102E−03
4.990E−03
9.310E−03
5.118E−03
4.964E−03

72
2.243E−03
2.881E−03
5.993E−03
2.598E−03
1.988E−03
3.035E−03
2.983E−03
3.678E−03
6.739E−04
3.163E−03
2.649E−03
3.755E−03
1.461E−03

73
3.939E−04
1.716E−03
1.388E−03
3.002E−03
5.813E−04
4.740E−04
1.456E−03
0.000E+00
9.876E−04
8.950E−04
1.456E−03
4.582E−04
0.000E+00

74
1.580E−03
4.582E−03
6.930E−03
3.600E−03
4.650E−03
2.844E−03
1.941E−03
2.088E−03
5.926E−03
1.795E−03
9.729E−04
9.176E−04
6.411E−03

75
3.352E−02
3.330E−02
6.524E−02
4.865E−02
2.844E−02
7.675E−02
8.871E−02
5.790E−02
3.555E−02
1.919E−02
3.262E−02
2.889E−02
4.233E−02

76
5.237E−02
6.185E−02
9.289E−02
9.853E−02
5.406E−02
1.253E−01
1.377E−01
8.916E−02
2.562E−02
2.506E−02
4.233E−02
2.935E−02
5.000E−02

77
4.729E−03
3.442E−03
1.524E−02
8.409E−03
3.488E−03
6.637E−03
1.114E−02
4.695E−03
2.957E−03
2.235E−03
5.350E−03
3.205E−03
1.287E−03

78
3.939E−04
5.734E−04
0.000E+00
0.000E+00
0.000E+00
1.422E−03
4.842E−04
0.000E+00
0.000E+00
8.950E−04
0.000E+00
0.000E+00
0.000E+00

79
3.939E−04
0.000E+00
4.165E−03
1.196E−03
4.074E−03
1.896E−03
9.684E−04
3.126E−03
0.000E+00
2.235E−03
0.000E+00
9.176E−04
1.287E−03

80
3.939E−04
2.291E−03
2.777E−03
1.196E−03
2.325E−03
4.740E−04
1.456E−03
2.088E−03
2.957E−03
4.470E−04
1.456E−03
2.291E−03
2.562E−03

81
3.149E−03
5.158E−03
0.000E+00
9.018E−03
9.887E−03
5.688E−03
9.210E−03
5.214E−03
4.932E−03
5.372E−03
7.777E−03
4.582E−03
1.151E−02

82
1.580E−03
5.158E−03
0.000E+00
1.806E−03
3.488E−03
2.370E−03
5.327E−03
4.176E−03
1.975E−03
1.795E−03
2.427E−03
2.291E−03
0.000E+00

83
2.754E−03
2.291E−03
6.930E−03
1.196E−03
2.912E−03
1.422E−03
9.684E−04
1.043E−03
1.975E−03
1.343E−03
1.941E−03
1.840E−03
2.562E−03

84
8.273E−03
8.600E−03
4.165E−03
1.321E−02
8.725E−03
1.043E−02
7.269E−03
1.253E−02
6.907E−03
7.607E−03
1.119E−02
4.582E−03
1.025E−02

85
2.754E−03
4.007E−03
2.777E−03
3.600E−03
1.163E−03
6.163E−03
9.684E−04
1.569E−03
2.957E−03
2.686E−03
4.865E−04
1.377E−03
2.562E−03

86
4.729E−03
3.442E−03
5.542E−03
8.409E−03
1.456E−02
1.377E−02
9.684E−03
1.456E−02
4.932E−03
1.795E−03
4.865E−03
4.582E−03
1.025E−02

87
2.122E−02
1.840E−02
1.659E−02
3.781E−02
2.438E−02
7.968E−02
6.343E−02
5.113E−02
1.377E−02
6.716E−03
1.704E−02
8.713E−03
2.054E−02

88
5.508E−03
5.734E−03
0.000E+00
7.212E−03
7.562E−03
6.637E−03
1.017E−02
8.341E−03
9.876E−04
2.686E−03
3.409E−03
2.754E−03
3.849E−03

89
6.693E−03
1.321E−02
6.930E−03
7.810E−03
7.562E−03
2.562E−02
1.309E−02
1.411E−02
1.377E−02
6.264E−03
1.070E−02
4.582E−03
2.562E−03

90
2.088E−02
2.585E−02
1.253E−02
4.029E−02
2.968E−02
1.000E−01
7.077E−02
5.632E−02
8.883E−03
8.499E−03
2.088E−02
1.242E−02
3.465E−02

91
4.729E−03
6.874E−03
2.777E−03
6.005E−03
2.325E−03
1.043E−02
1.208E−02
6.253E−03
2.957E−03
1.343E−03
7.777E−03
3.205E−03
5.124E−03

92
7.483E−03
1.208E−02
4.165E−03
9.018E−03
1.163E−02
2.133E−02
1.648E−02
1.043E−02
3.950E−03
7.156E−03
9.244E−03
5.959E−03
1.151E−02

93
4.729E−03
6.309E−03
5.542E−03
6.614E−03
6.400E−03
1.806E−02
9.684E−03
1.196E−02
3.950E−03
2.235E−03
4.379E−03
6.422E−03
8.973E−03

94
7.878E−04
1.716E−03
0.000E+00
1.806E−03
1.749E−03
3.318E−03
4.842E−04
5.214E−04
9.876E−04
1.795E−03
4.865E−04
4.131E−03
1.287E−03

95
4.334E−03
6.874E−03
6.930E−03
1.377E−02
8.138E−03
1.422E−02
1.885E−02
1.043E−02
2.957E−03
1.343E−03
6.806E−03
6.885E−03
5.124E−03

96
3.544E−03
5.734E−03
2.777E−03
6.614E−03
4.650E−03
1.140E−02
1.546E−02
7.302E−03
5.926E−03
1.795E−03
2.427E−03
4.131E−03
3.849E−03

97
3.544E−03
3.442E−03
0.000E+00
6.614E−03
6.975E−03
1.185E−02
4.357E−03
9.910E−03
1.975E−03
4.470E−03
3.894E−03
2.754E−03
8.973E−03

98
6.298E−03
6.309E−03
0.000E+00
8.409E−03
1.163E−02
1.512E−02
1.163E−02
8.341E−03
4.932E−03
3.578E−03
4.865E−03
2.754E−03
1.287E−02

99
1.410E−01
5.604E−02
1.115E−01
1.025E−01
3.728E−02
6.695E−02
6.315E−02
9.577E−02
8.363E−02
9.479E−02
5.972E−02
8.069E−02
1.337E−01

100
2.440E−02
3.176E−02
5.874E−02
2.808E−02
2.784E−02
2.158E−02
1.901E−02
3.850E−02
2.256E−02
2.771E−02
2.060E−02
2.048E−02
2.367E−02

101
1.078E−01
1.288E−01
3.421E−01
1.533E−01
1.680E−01
1.741E−01
1.324E−01
1.122E−01
1.471E−01
1.570E−01
1.142E−01
1.300E−01
1.100E−01

102
4.034E−01
6.683E−01
1.987E−01
7.321E−01
6.090E−01
5.445E−01
5.530E−01
6.548E−01
3.630E−01
4.782E−01
5.273E−01
3.847E−01
4.132E−01

103
1.582E−01
1.999E−01
6.082E−01
2.232E−01
2.367E−01
1.631E−01
1.974E−01
1.386E−01
1.545E−01
1.521E−01
1.115E−01
1.361E−01
1.349E−01

104
2.281E−01
2.624E−01
1.570E−01
2.992E−01
2.293E−01
2.158E−01
1.937E−01
3.144E−01
1.717E−01
2.219E−01
2.195E−01
1.876E−01
1.447E−01

105
5.984E−01
8.682E−01
2.968E−01
9.501E−01
1.076E+00
8.199E−01
7.357E−01
7.273E−01
5.567E−01
5.690E−01
7.703E−01
5.167E−01
5.113E−01

106
1.582E−01
1.312E−01
2.379E−01
1.950E−01
1.004E−01
1.091E−01
1.194E−01
1.778E−01
1.263E−01
1.361E−01
1.288E−01
1.082E−01
1.030E−01

107
1.181E−01
8.216E−02
1.692E−01
1.545E−01
9.160E−02
6.953E−02
1.158E−01
1.337E−01
8.044E−02
1.151E−01
8.829E−02
1.046E−01
8.486E−02

108
1.790E−01
1.349E−01
3.041E−01
1.987E−01
1.766E−01
1.901E−01
1.533E−01
1.496E−01
1.790E−01
1.337E−01
1.704E−01
1.459E−01
1.790E−01

109
7.701E−03
1.373E−02
6.021E−03
5.874E−03
7.578E−03
3.605E−03
5.261E−03
7.357E−03
3.213E−03
5.837E−03
8.449E−03
7.480E−03
2.784E−03

110
3.507E−02
2.808E−02
5.579E−02
3.397E−02
3.544E−02
3.556E−02
3.421E−02
2.600E−02
2.894E−02
2.379E−02
3.323E−02
4.537E−02
2.367E−02

111
2.992E−02
2.121E−02
4.071E−02
1.888E−02
2.587E−02
2.673E−02
1.901E−02
2.600E−02
2.146E−02
2.428E−02
1.790E−02
2.293E−02
1.251E−02

112
1.410E−02
7.468E−03
3.164E−02
1.175E−02
1.200E−02
1.239E−02
9.479E−03
1.754E−02
1.288E−02
1.508E−02
2.011E−02
1.300E−02
1.668E−02

113
3.421E−03
3.115E−03
1.205E−02
4.574E−03
2.526E−03
7.210E−03
2.109E−03
6.229E−03
3.213E−03
3.887E−03
6.867E−03
6.475E−03
4.181E−03

114
4.709E−03
3.740E−03
6.021E−03
9.135E−03
8.841E−03
7.210E−03
1.052E−02
1.133E−02
2.146E−03
8.743E−03
1.110E−02
4.979E−03
5.567E−03

115
9.847E−03
8.719E−03
3.470E−02
8.486E−03
1.582E−02
1.133E−02
1.373E−02
1.251E−02
1.073E−02
6.315E−03
1.533E−02
1.046E−02
1.950E−02

116
8.130E−03
5.604E−03
1.508E−02
5.224E−03
2.526E−03
3.090E−03
4.206E−03
2.833E−03
8.584E−03
7.296E−03
8.449E−03
4.488E−03
4.181E−03

117
1.888E−02
7.468E−03
3.311E−02
6.524E−03
1.010E−02
5.665E−03
1.001E−02
9.062E−03
7.505E−03
7.774E−03
9.516E−03
5.984E−03
8.351E−03

118
5.138E−03
9.969E−03
7.529E−03
5.874E−03
3.789E−03
5.665E−03
3.164E−03
6.793E−03
4.292E−03
5.346E−03
5.285E−03
5.984E−03
2.784E−03

119
4.280E−03
6.855E−03
2.416E−02
8.486E−03
1.447E−02
8.755E−03
7.897E−03
1.864E−02
4.292E−03
5.346E−03
6.340E−03
1.096E−02
6.965E−03

120
1.239E−02
4.979E−03
7.529E−03
7.836E−03
6.953E−03
6.695E−03
9.479E−03
9.626E−03
3.213E−03
4.378E−03
9.516E−03
6.977E−03
4.181E−03

121
9.617E−02
2.342E−02
0.000E+00
6.946E−02
2.769E−02
1.932E−02
2.636E−02
4.613E−02
6.046E−02
5.476E−02
5.619E−02
4.052E−02
2.093E−01

122
1.202E−01
6.233E−02
7.542E−02
6.135E−02
1.069E−01
1.647E−01
3.954E−02
2.057E−01
2.280E−01
1.184E−01
9.617E−02
1.158E−01
3.918E−01

123
1.710E+00
3.446E+00
3.455E+00
2.947E+00
2.921E+00
2.698E+00
2.467E+00
2.425E+00
3.232E+00
1.888E+00
2.565E+00
1.950E+00
4.951E+00

124
5.361E−02
3.900E−02
1.888E−02
4.907E−02
1.184E−02
3.544E−02
1.977E−02
4.613E−02
4.702E−02
5.174E−02
3.972E−02
4.996E−02
1.042E−01

125
1.015E−01
3.508E−02
6.598E−02
2.858E−02
2.369E−02
2.903E−02
3.954E−02
7.444E−02
2.012E−02
5.779E−02
3.642E−02
4.052E−02
9.617E−02

126
1.095E+00
1.362E−01
3.393E−01
2.413E−01
2.689E−01
4.381E−01
3.197E−01
1.371E+00
1.336E+00
1.407E+00
6.215E−01
1.095E+00
1.603E+00

127
1.906E+00
8.736E−01
9.083E−01
8.014E−01
1.051E+00
1.158E+00
9.706E−01
2.681E+00
2.894E+00
2.075E+00
1.612E+00
2.779E+00
4.274E+00

128
1.282E+00
2.422E+00
2.841E+00
1.701E+00
2.431E+00
2.199E+00
1.638E+00
1.748E+00
2.796E+00
1.505E+00
2.271E+00
1.825E+00
3.713E+00

129
3.482E−02
4.675E−02
1.790E−01
2.858E−02
5.138E−02
4.194E−02
3.295E−02
3.188E−02
1.345E−01
4.568E−02
4.301E−02
3.117E−02
6.972E−02

130
1.181E+01
3.161E+00
5.227E+00
3.224E+00
3.856E+00
5.603E+00
7.523E+00
1.009E+01
1.241E+01
7.625E+00
1.132E+01
1.131E+01
2.949E+01

131
7.344E+00
3.882E+00
6.892E+00
3.464E+00
3.446E+00
4.414E+00
8.340E+00
7.212E+00
1.068E+01
6.067E+00
8.576E+00
5.808E+00
1.881E+01

132
4.550E−02
8.994E−02
9.439E−03
1.184E−01
6.723E−02
5.156E−02
5.272E−02
1.024E−01
9.439E−02
6.394E−02
5.289E−02
1.220E−01
1.131E−01

133
1.069E−02
3.117E−02
1.888E−02
1.229E−02
1.184E−02
2.582E−02
2.965E−02
3.188E−02
2.012E−02
3.348E−02
2.315E−02
3.117E−02
2.618E−02

134
1.069E−02
3.900E−03
9.439E−03
1.229E−02
3.954E−03
1.291E−02
9.884E−03
2.484E−02
4.025E−02
9.172E−03
0.000E+00
1.870E−02
2.618E−02

135
2.146E−02
1.950E−02
9.439E−03
4.087E−03
1.184E−02
1.291E−02
1.977E−02
1.060E−02
2.689E−02
2.431E−02
1.986E−02
2.493E−02
4.354E−02

136
5.361E−03
7.801E−03
0.000E+00
3.678E−02
1.977E−02
9.706E−03
1.977E−02
2.128E−02
1.345E−02
3.348E−02
1.656E−02
1.870E−02
4.354E−02

137
3.482E−02
7.801E−02
5.663E−02
1.149E−01
7.115E−02
4.515E−02
6.589E−02
4.613E−02
8.059E−02
5.476E−02
4.630E−02
4.363E−02
1.042E−01

138
2.146E−02
4.675E−02
1.888E−02
1.638E−02
5.931E−02
4.194E−02
1.977E−02
4.613E−02
3.357E−02
7.302E−02
1.327E−02
3.117E−02
1.131E−01

139
1.256E−01
1.594E−01
1.505E−01
1.843E−01
2.217E−01
2.645E−01
1.612E−01
2.556E−01
3.758E−01
1.977E−01
2.378E−01
2.680E−01
5.316E−01

140
7.765E−02
1.638E−01
9.439E−02
1.104E−01
1.817E−01
1.318E−01
2.173E−01
1.808E−01
1.478E−01
1.006E−01
1.621E−01
2.093E−01
3.054E−01

141
4.817E−02
7.017E−02
3.776E−02
3.678E−02
5.539E−02
2.253E−02
4.942E−02
6.741E−02
3.357E−02
6.696E−02
4.630E−02
5.931E−02
7.845E−02

142
1.069E−02
7.801E−03
4.720E−02
8.175E−03
1.184E−02
2.582E−02
1.318E−02
7.088E−03
4.025E−02
9.172E−03
9.884E−03
1.558E−02
2.618E−02

143
8.032E−03
1.167E−02
9.439E−03
1.638E−02
3.562E−02
6.447E−03
1.647E−02
2.128E−02
3.357E−02
2.128E−02
2.974E−02
1.247E−02
2.618E−02

144
4.550E−02
1.950E−02
4.720E−02
3.268E−02
4.746E−02
2.582E−02
2.965E−02
6.028E−02
6.046E−02
7.302E−02
9.884E−03
8.424E−02
1.220E−01

145
2.413E−02
1.167E−02
2.832E−02
3.268E−02
4.354E−02
2.253E−02
1.647E−02
3.544E−02
4.702E−02
3.651E−02
1.327E−02
4.675E−02
6.972E−02

146
1.309E−01
2.538E−01
2.360E−01
1.434E−01
1.621E−01
2.582E−01
3.295E−01
1.808E−01
2.351E−01
1.701E−01
3.010E−01
1.808E−01
3.660E−01

147
1.042E−01
8.994E−02
1.229E−01
5.726E−02
7.516E−02
6.126E−02
7.907E−02
2.591E−01
3.624E−01
1.888E−01
2.378E−01
1.656E−01
2.093E−01

148
2.894E−01
2.030E−01
1.505E−01
2.084E−01
4.550E−01
5.476E−01
3.491E−01
8.442E−01
1.006E+00
5.690E−01
5.058E−01
6.305E−01
9.172E−01

149
5.895E−02
3.900E−02
7.542E−02
7.765E−02
9.083E−02
8.994E−02
4.942E−02
1.309E−01
1.541E−01
9.172E−02
1.193E−01
1.532E−01
3.660E−01

150
1.069E−02
2.725E−02
1.888E−02
2.048E−02
2.769E−02
1.932E−02
9.884E−03
1.772E−02
6.046E−02
2.128E−02
1.327E−02
1.870E−02
4.354E−02

151
1.603E−02
1.950E−02
4.720E−02
2.449E−02
1.184E−02
1.932E−02
1.977E−02
2.841E−02
3.357E−02
1.523E−02
9.884E−03
3.428E−02
7.845E−02

152
6.963E−02
1.167E−02
2.832E−02
2.048E−02
2.769E−02
1.612E−02
2.965E−02
2.841E−02
1.077E−01
5.779E−02
3.972E−02
6.242E−02
7.845E−02

153
2.413E−02
1.950E−02
1.888E−02
4.087E−03
2.769E−02
2.903E−02
1.977E−02
2.841E−02
8.727E−02
2.431E−02
1.327E−02
2.182E−02
3.482E−02

154
8.032E−03
1.558E−02
3.776E−02
8.175E−03
7.907E−03
6.447E−03
9.884E−03
1.416E−02
2.689E−02
2.431E−02
9.884E−03
9.350E−03
2.618E−02

155
1.336E−02
2.342E−02
4.720E−02
4.497E−02
4.354E−02
9.706E−03
1.647E−02
2.484E−02
6.046E−02
3.045E−02
1.327E−02
9.350E−03
6.972E−02

156
1.719E−01
5.539E−01
4.052E−01
2.903E−01
3.241E−01
3.446E−01
9.350E−01
3.402E−01
4.025E−01
2.315E−01
5.850E−01
2.244E−01
5.574E−01

157
7.498E−02
1.362E−01
7.542E−02
8.175E−02
1.184E−01
1.389E−01
2.369E−01
1.487E−01
1.612E−01
1.158E−01
3.143E−01
1.345E−01
3.402E−01

158
2.841E−01
3.980E−01
2.173E−01
2.413E−01
3.874E−01
5.352E−01
6.652E−01
3.259E−01
4.898E−01
2.645E−01
6.055E−01
3.304E−01
6.189E−01

159
9.350E−02
1.478E−01
8.486E−02
8.175E−02
1.184E−01
1.647E−01
1.745E−01
1.558E−01
1.478E−01
1.184E−01
2.449E−01
9.973E−02
2.093E−01

160
3.749E−02
1.950E−02
1.888E−02
2.449E−02
1.585E−02
4.194E−02
2.636E−02
2.484E−02
3.357E−02
4.871E−02
3.642E−02
2.182E−02
6.972E−02

161
1.879E−02
2.725E−02
3.776E−02
5.316E−02
8.308E−02
4.194E−02
1.977E−02
3.188E−02
6.714E−02
4.871E−02
1.986E−02
4.675E−02
1.398E−01

162
2.680E−02
2.342E−02
4.720E−02
4.087E−02
3.161E−02
4.515E−02
1.318E−02
4.256E−02
4.702E−02
2.743E−02
1.656E−02
1.247E−02
1.398E−01

163
2.413E−02
4.675E−02
5.663E−02
3.678E−02
3.161E−02
1.612E−02
1.647E−02
1.772E−02
3.357E−02
2.743E−02
4.301E−02
3.117E−02
3.482E−02

164
1.603E−02
1.558E−02
1.888E−02
8.175E−03
7.907E−03
1.291E−02
1.977E−02
1.772E−02
4.702E−02
1.825E−02
2.645E−02
9.350E−03
8.718E−03

165
1.879E−02
3.117E−02
1.888E−02
2.449E−02
1.977E−02
1.612E−02
3.295E−02
1.772E−02
3.357E−02
1.825E−02
3.972E−02
1.870E−02
2.618E−02

166
3.482E−02
3.117E−02
6.598E−02
8.175E−03
3.562E−02
4.194E−02
3.954E−02
7.088E−02
9.439E−02
3.954E−02
5.619E−02
3.740E−02
1.220E−01

167
9.884E−02
3.348E−01
3.206E−01
1.674E−01
2.137E−01
2.965E−01
5.307E−01
2.413E−01
3.286E−01
1.398E−01
4.167E−01
1.808E−01
3.571E−01

168
6.429E−02
1.558E−01
1.131E−01
1.434E−01
1.977E−01
1.870E−01
1.487E−01
1.131E−01
1.211E−01
7.907E−02
2.484E−01
9.706E−02
2.698E−01

169
3.482E−02
9.706E−02
5.663E−02
5.316E−02
9.884E−02
8.994E−02
1.024E−01
7.088E−02
4.025E−02
4.871E−02
1.158E−01
7.801E−02
8.718E−02

170
2.413E−02
3.508E−02
9.439E−03
4.087E−02
5.138E−02
8.059E−02
2.636E−02
2.484E−02
2.689E−02
4.256E−02
4.301E−02
3.117E−02
7.845E−02

171
2.146E−02
1.558E−02
3.776E−02
4.497E−02
8.308E−02
8.709E−02
3.295E−02
3.544E−02
1.140E−01
4.568E−02
1.986E−02
4.052E−02
3.482E−02

172
4.427E−02
8.265E−02
1.373E−01
6.475E−02
3.924E−02
4.660E−02
3.716E−02
1.064E−01
9.246E−02
4.733E−02
7.787E−02
7.995E−02
1.300E−01

173
1.282E+00
1.693E+00
1.025E+00
1.844E+00
1.626E+00
1.291E+00
1.416E+00
1.839E+00
2.506E+00
1.402E+00
1.642E+00
1.617E+00
3.056E+00

174
1.949E+00
2.659E+00
1.096E+00
2.735E+00
2.568E+00
1.998E+00
2.466E+00
2.427E+00
3.951E+00
2.241E+00
2.595E+00
2.526E+00
4.076E+00

175
8.288E−01
6.658E−01
5.800E−01
6.278E−01
5.874E−01
4.500E−01
5.984E−01
1.132E+00
1.134E+00
8.489E−01
6.781E−01
9.708E−01
1.324E+00

176
1.957E+00
2.998E+00
4.288E+00
3.838E+00
2.370E+00
1.923E+00
1.689E+00
2.883E+00
3.107E+00
1.969E+00
2.144E+00
2.198E+00
3.487E+00

177
7.321E−01
9.625E−01
3.141E+00
9.186E−01
5.739E−01
6.544E−01
9.375E−01
1.081E+00
1.306E+00
6.094E−01
1.113E+00
1.014E+00
1.499E+00

178
1.692E−01
8.056E−02
3.519E−01
1.459E−01
8.056E−02
1.582E−01
1.410E−01
2.764E−01
2.759E−01
1.521E−01
2.207E−01
1.570E−01
3.630E−01

179
3.029E−02
1.987E−02
3.372E−02
1.631E−02
1.521E−02
1.729E−02
1.680E−02
3.617E−02
4.071E−02
2.771E−02
1.962E−02
3.519E−02
4.562E−02

180
2.514E−02
1.717E−02
1.300E−02
2.931E−02
2.452E−02
1.459E−02
1.225E−02
2.391E−02
2.685E−02
1.508E−02
1.545E−02
2.710E−02
3.004E−02

181
1.545E−02
1.127E−02
1.950E−02
2.649E−02
1.471E−02
1.199E−02
4.991E−03
1.361E−02
2.121E−02
1.132E−02
1.002E−02
1.031E−02
1.680E−02

182
6.671E−02
1.300E−01
4.672E−02
1.533E−01
1.226E−01
9.994E−02
9.528E−02
1.349E−01
1.183E−01
8.927E−02
1.107E−01
8.596E−02
1.876E−01

183
1.374E+00
1.956E+00
3.237E−01
2.107E+00
1.721E+00
1.430E+00
1.508E+00
2.479E+00
1.619E+00
1.516E+00
1.718E+00
1.446E+00
2.592E+00

184
1.195E+00
1.977E+00
3.421E−01
2.170E+00
1.921E+00
1.723E+00
1.703E+00
2.296E+00
1.787E+00
1.260E+00
1.869E+00
1.330E+00
2.497E+00

185
9.380E−01
1.341E+00
1.026E−01
1.621E+00
1.359E+00
1.251E+00
1.155E+00
1.681E+00
1.298E+00
1.030E+00
1.235E+00
9.343E−01
1.639E+00

186
2.324E+00
3.139E+00
5.334E−01
3.976E+00
2.928E+00
2.706E+00
2.612E+00
3.746E+00
3.093E+00
2.429E+00
2.520E+00
2.071E+00
3.113E+00

187
8.812E−01
7.296E−01
1.570E−01
7.836E−01
5.996E−01
5.248E−01
5.628E−01
1.175E+00
7.112E−01
7.909E−01
6.806E−01
7.552E−01
9.552E−01

188
8.486E−02
5.960E−02
3.507E−02
6.021E−02
4.145E−02
3.863E−02
4.672E−02
1.074E−01
7.124E−02
7.370E−02
5.150E−02
7.002E−02
8.755E−02

189
1.251E−02
1.239E−02
3.899E−03
2.477E−02
1.035E−02
1.199E−02
1.089E−02
3.912E−02
2.121E−02
1.839E−02
2.183E−02
1.251E−02
3.115E−02

190
2.036E−01
2.624E−01
1.386E−01
2.563E−01
2.097E−01
2.048E−01
1.741E−01
5.093E−01
3.200E−01
1.778E−01
3.311E−01
2.428E−01
2.784E−01

191
2.246E+00
3.675E+00
2.372E+00
3.915E+00
2.102E+00
2.829E+00
3.268E+00
4.516E+00
2.771E+00
1.895E+00
3.447E+00
2.448E+00
3.763E+00

192
7.370E−01
6.352E−01
4.206E−01
9.372E−01
4.684E−01
8.555E−01
7.541E−01
1.412E+00
8.400E−01
6.855E−01
9.360E−01
6.194E−01
1.110E+00

193
1.117E−01
5.849E−02
4.292E−02
9.847E−02
6.646E−02
9.675E−02
6.536E−02
1.655E−01
1.324E−01
8.547E−02
9.332E−02
8.596E−02
1.435E−01

194
8.044E−02
1.219E−01
1.815E−02
1.312E−01
2.244E−01
1.159E−01
6.438E−02
8.351E−02
1.704E−01
7.419E−02
9.479E−02
8.547E−02
1.080E−01

195
3.029E−02
5.800E−02
1.435E−02
5.800E−02
8.498E−02
5.101E−02
2.318E−02
3.568E−02
6.291E−02
4.059E−02
2.955E−02
3.397E−02
5.285E−02

196
1.373E−01
2.305E−01
1.888E−01
2.305E−01
9.969E−02
1.212E−01
2.109E−01
3.691E−01
1.913E−01
1.337E−01
2.293E−01
1.386E−01
2.342E−01

197
1.055E−01
1.655E−01
9.479E−02
1.680E−01
7.247E−02
9.945E−02
1.447E−01
2.011E−01
1.349E−01
1.082E−01
1.803E−01
1.194E−01
1.803E−01

198
6.781E−02
7.946E−02
4.942E−02
9.405E−02
7.738E−02
9.810E−02
5.714E−02
1.373E−01
7.762E−02
6.156E−02
8.424E−02
8.596E−02
1.263E−01

199
1.349E−01
2.563E−01
3.250E−02
2.784E−01
2.624E−01
2.894E−01
1.373E−01
2.121E−01
1.373E−01
1.288E−01
1.570E−01
1.337E−01
1.962E−01

200
7.272E−02
9.013E−02
1.692E−02
1.188E−01
1.239E−01
1.047E−01
4.623E−02
9.135E−02
8.228E−02
7.836E−02
7.333E−02
5.923E−02
9.601E−02

201
3.544E−02
6.928E−02
2.207E−02
7.652E−02
1.019E−01
6.254E−02
2.771E−02
5.616E−02
7.676E−02
2.980E−02
4.598E−02
4.598E−02
6.720E−02

202
1.288E−02
2.894E−02
5.199E−03
3.151E−02
2.293E−02
2.710E−02
9.074E−03
2.685E−02
1.852E−02
1.089E−02
1.002E−02
1.459E−02
1.557E−02

203
3.323E−03
1.074E−03
2.660E−03
0.000E+00
1.089E−03
4.439E−04
1.361E−03
4.880E−04
9.246E−04
1.263E−03
1.361E−03
8.596E−04
2.403E−03

204
1.106E−02
2.305E−02
1.039E−02
2.416E−02
1.852E−02
2.403E−02
9.528E−03
2.097E−02
1.570E−02
1.132E−02
1.275E−02
7.738E−03
1.200E−02

205
3.691E−04
1.606E−03
1.300E−03
1.126E−03
3.262E−03
2.219E−03
2.722E−03
1.950E−03
1.852E−03
1.263E−03
2.281E−03
1.288E−03
0.000E+00

206
1.913E−02
5.212E−02
6.499E−03
4.611E−02
4.083E−02
3.863E−02
1.680E−02
2.735E−02
3.323E−02
2.269E−02
1.962E−02
2.232E−02
2.158E−02

207
2.955E−03
1.020E−02
2.600E−03
9.565E−03
1.089E−02
8.437E−03
2.722E−03
3.421E−03
1.852E−03
5.445E−03
9.111E−03
2.146E−03
1.435E−02

208
3.323E−03
5.371E−03
3.899E−03
6.757E−03
4.905E−03
3.556E−03
5.898E−03
2.440E−03
5.543E−03
6.708E−03
5.469E−03
2.575E−03
0.000E+00

209
7.382E−04
0.000E+00
3.899E−03
1.126E−03
2.722E−03
4.439E−04
4.537E−04
4.880E−04
9.246E−04
4.194E−04
4.549E−04
0.000E+00
0.000E+00

210
0.000E+00
0.000E+00
1.300E−03
5.628E−04
1.089E−03
4.439E−04
9.074E−04
0.000E+00
0.000E+00
8.375E−04
9.111E−04
4.292E−04
0.000E+00

211
3.691E−04
1.074E−03
2.600E−03
5.628E−04
5.445E−04
0.000E+00
1.815E−03
4.880E−04
0.000E+00
4.194E−04
1.827E−03
8.596E−04
4.795E−03

212
1.471E−03
1.606E−03
0.000E+00
3.936E−03
3.814E−03
3.556E−03
3.176E−03
4.880E−04
2.771E−03
1.263E−03
3.188E−03
3.863E−03
1.200E−03

213
2.207E−03
3.225E−03
3.899E−03
6.193E−03
2.183E−03
2.219E−03
2.269E−03
2.931E−03
6.475E−03
4.194E−03
3.642E−03
1.717E−03
2.403E−03

214
2.207E−03
5.910E−03
3.899E−03
4.500E−03
2.183E−03
4.439E−03
3.176E−03
2.440E−03
3.703E−03
2.097E−03
3.188E−03
1.717E−03
4.795E−03

215
3.691E−04
5.371E−04
1.300E−03
0.000E+00
0.000E+00
1.778E−03
1.361E−03
0.000E+00
0.000E+00
8.375E−04
1.827E−03
0.000E+00
2.403E−03

216
7.382E−04
0.000E+00
0.000E+00
5.628E−04
5.445E−04
1.778E−03
1.361E−03
0.000E+00
0.000E+00
8.375E−04
4.549E−04
8.596E−04
1.200E−03

217
1.106E−03
1.606E−03
2.600E−03
1.692E−03
5.445E−04
4.439E−04
9.074E−04
4.880E−04
1.852E−03
8.375E−04
9.111E−04
1.288E−03
1.200E−03

218
1.784E+00
2.022E+00
3.875E−01
1.913E+00
1.618E+00
1.343E+00
1.553E+00
2.513E+00
1.647E+00
1.784E+00
1.766E+00
1.670E+00
2.827E+00

219
1.398E−02
1.827E−02
1.300E−02
2.416E−02
1.582E−02
2.219E−02
1.594E−02
3.078E−02
1.668E−02
2.600E−02
2.318E−02
1.545E−02
4.562E−02

220
1.512E+00
1.041E+00
1.777E+00
1.019E+00
1.257E+00
1.895E+00
7.677E−01
2.260E+00
2.534E+00
1.173E+00
1.939E+00
1.905E+00
2.083E+00

221
5.178E+01
6.607E+01
7.970E+01
6.573E+01
6.810E+01
7.119E+01
5.449E+01
5.682E+01
6.305E+01
5.071E+01
6.634E+01
6.063E+01
6.089E+01

222
5.528E+01
2.413E+01
6.168E+01
2.681E+01
3.116E+01
3.439E+01
3.196E+01
4.355E+01
6.416E+01
5.448E+01
3.982E+01
6.508E+01
4.490E+01

223
2.995E+01
2.123E+01
4.205E+01
1.987E+01
2.257E+01
2.272E+01
2.040E+01
2.367E+01
2.799E+01
2.281E+01
2.548E+01
3.167E+01
2.806E+01

224
1.901E+01
1.631E+01
2.007E+01
1.854E+01
2.484E+01
2.577E+01
1.445E+01
2.364E+01
2.565E+01
2.018E+01
2.436E+01
2.676E+01
2.138E+01

225
1.668E+01
1.515E+01
4.262E+01
1.303E+01
9.880E+00
1.371E+01
1.898E+01
1.145E+01
1.427E+01
1.030E+01
2.535E+01
1.660E+01
1.840E+01

226
5.709E+00
4.192E+00
2.277E+01
3.876E+00
3.056E+00
5.051E+00
8.835E+00
5.558E+00
8.234E+00
4.581E+00
8.878E+00
5.740E+00
6.894E+00

227
2.279E+00
1.314E+00
5.747E+00
1.579E+00
1.098E+00
2.013E+00
2.906E+00
1.878E+00
2.611E+00
1.684E+00
3.347E+00
2.402E+00
2.944E+00

228
4.718E−01
3.507E−01
2.524E−01
4.236E−01
5.122E−01
6.217E−01
2.947E−01
6.391E−01
4.554E−01
8.026E−01
5.702E−01
1.543E+00
5.673E−01

229
4.942E−01
3.766E−01
2.835E−01
4.528E−01
5.240E−01
6.190E−01
3.272E−01
8.820E−01
4.621E−01
8.400E−01
5.977E−01
1.462E+00
6.144E−01

230
3.900E+01
4.245E+01
6.425E+01
3.809E+01
3.289E+01
2.526E+01
3.198E+01
2.140E+01
2.507E+01
2.820E+01
1.878E+01
2.345E+01
2.592E+01

231
4.191E+00
4.561E+00
6.438E+00
4.809E+00
4.583E+00
3.480E+00
3.544E+00
3.670E+00
3.156E+00
5.437E+00
3.607E+00
4.939E+00
4.582E+00

232
1.913E+00
1.758E+00
1.982E+00
1.679E+00
1.577E+00
1.601E+00
1.770E+00
1.397E+00
1.813E+00
1.906E+00
1.575E+00
1.507E+00
1.589E+00

233
5.033E+00
6.990E+00
8.487E+00
5.205E+00
5.037E+00
4.835E+00
5.309E+00
4.796E+00
6.142E+00
6.351E+00
4.970E+00
5.484E+00
5.227E+00

234
1.368E+01
2.449E+01
2.416E+01
1.829E+01
2.306E+01
1.869E+01
1.580E+01
1.815E+01
1.497E+01
1.440E+01
1.829E+01
1.526E+01
1.987E+01

235
1.017E+01
1.527E+01
1.013E+01
1.662E+01
1.173E+01
9.986E+00
1.309E+01
9.332E+00
6.753E+00
9.229E+00
9.466E+00
7.615E+00
9.780E+00

236
9.578E−01
5.763E−01
3.871E−01
5.999E−01
5.721E−01
6.754E−01
5.615E−01
7.310E−01
1.300E+00
1.237E+00
9.044E−01
8.377E−01
7.548E−01

237
6.739E+00
2.028E+00
1.812E+00
3.055E+00
1.939E+00
2.524E+00
3.238E+00
4.439E+00
6.499E+00
7.148E+00
3.341E+00
4.990E+00
4.402E+00

238
7.229E+00
5.534E+00
5.485E+00
6.389E+00
4.684E+00
4.650E+00
5.716E+00
5.191E+00
5.680E+00
6.414E+00
4.765E+00
5.340E+00
5.406E+00

239
1.407E+00
1.187E+00
1.086E+00
1.559E+00
1.118E+00
1.155E+00
1.315E+00
1.087E+00
1.079E+00
1.396E+00
1.214E+00
1.195E+00
1.165E+00

240
1.719E+01
1.202E+01
2.433E+00
1.335E+01
1.981E+01
1.747E+01
7.706E+00
1.550E+01
2.290E+01
2.094E+01
1.477E+01
1.364E+01
1.352E+01

241
2.127E+02
2.101E+02
1.037E+02
2.233E+02
2.323E+02
2.296E+02
2.091E+02
2.753E+02
2.685E+02
2.286E+02
2.240E+02
2.255E+02
2.415E+02

242
1.554E+02
1.875E+02
9.555E+01
1.802E+02
1.821E+02
1.685E+02
1.746E+02
1.730E+02
1.417E+02
1.517E+02
1.719E+02
1.482E+02
1.814E+02

243
1.622E+01
1.938E+01
8.825E+00
1.890E+01
1.736E+01
1.636E+01
1.907E+01
1.589E+01
1.206E+01
1.476E+01
1.686E+01
1.397E+01
1.693E+01

244
9.376E+00
5.351E+00
8.884E+00
6.201E+00
4.873E+00
6.587E+00
1.109E+01
7.541E+00
9.468E+00
7.615E+00
1.107E+01
9.154E+00
1.217E+01

245
6.030E+00
2.422E+00
3.149E+00
3.321E+00
2.646E+00
3.506E+00
4.371E+00
5.015E+00
6.060E+00
5.470E+00
4.665E+00
4.476E+00
5.272E+00

246
8.592E+00
5.348E+00
2.684E+00
7.056E+00
6.028E+00
6.098E+00
5.757E+00
8.194E+00
9.381E+00
1.021E+01
5.826E+00
6.620E+00
5.642E+00

247
5.057E+00
4.190E+00
2.796E+00
4.776E+00
3.900E+00
4.852E+00
4.575E+00
4.760E+00
5.196E+00
6.091E+00
4.900E+00
4.916E+00
4.648E+00

248
7.295E+01
1.045E+02
5.693E+01
9.520E+01
5.884E+01
7.730E+01
1.195E+02
7.908E+01
7.228E+01
6.455E+01
1.365E+02
6.675E+01
8.426E+01

249
7.745E+01
4.570E+01
2.392E+01
6.336E+01
4.950E+01
7.693E+01
6.775E+01
9.043E+01
7.579E+01
7.649E+01
8.966E+01
5.690E+01
6.823E+01

250
1.370E+02
7.818E+01
4.348E+01
9.961E+01
1.263E+02
1.291E+02
9.639E+01
1.765E+02
1.546E+02
1.526E+02
1.248E+02
1.481E+02
1.307E+02

251
5.590E+01
4.222E+01
2.717E+01
4.761E+01
6.253E+01
5.884E+01
3.970E+01
6.708E+01
5.631E+01
6.098E+01
5.470E+01
6.702E+01
5.922E+01

252
3.823E+00
3.019E+00
2.016E+00
3.444E+00
4.261E+00
4.015E+00
2.745E+00
4.381E+00
3.956E+00
4.172E+00
4.219E+00
4.783E+00
4.303E+00

253
3.763E+00
2.523E+00
3.342E+00
2.646E+00
2.528E+00
2.874E+00
4.184E+00
3.790E+00
4.676E+00
3.558E+00
5.275E+00
3.437E+00
4.759E+00

254
8.169E+00
5.717E+00
1.067E+01
6.108E+00
5.239E+00
6.570E+00
9.509E+00
7.153E+00
8.185E+00
5.915E+00
1.044E+01
7.111E+00
9.303E+00

255
7.945E+00
5.879E+00
7.593E+00
6.819E+00
4.881E+00
6.234E+00
9.195E+00
7.115E+00
7.309E+00
6.351E+00
9.525E+00
6.540E+00
8.084E+00

256
3.765E+00
3.497E+00
1.924E+00
4.147E+00
2.390E+00
3.046E+00
3.322E+00
3.465E+00
3.159E+00
3.551E+00
3.834E+00
2.559E+00
3.634E+00

257
5.670E+00
4.583E+00
4.779E+00
4.698E+00
4.236E+00
4.916E+00
4.621E+00
4.252E+00
6.140E+00
5.801E+00
4.218E+00
4.488E+00
4.685E+00

258
2.381E+01
2.132E+01
1.675E+01
2.365E+01
1.552E+01
2.584E+01
3.620E+01
2.751E+01
2.634E+01
2.036E+01
5.625E+01
2.300E+01
2.848E+01

259
3.887E+01
4.381E+01
2.665E+01
4.563E+01
3.492E+01
5.325E+01
5.666E+01
4.505E+01
4.095E+01
3.233E+01
8.132E+01
4.505E+01
4.722E+01

260
3.473E+01
3.459E+01
3.493E+01
3.855E+01
3.400E+01
4.930E+01
3.705E+01
3.857E+01
3.355E+01
3.213E+01
5.115E+01
3.079E+01
3.760E+01

261
3.096E+01
4.121E+01
6.691E+01
4.124E+01
4.474E+01
3.479E+01
3.513E+01
2.685E+01
2.790E+01
2.659E+01
2.380E+01
2.551E+01
2.689E+01

262
1.191E+01
9.646E+00
1.539E+01
1.256E+01
1.510E+01
1.407E+01
1.053E+01
1.163E+01
1.263E+01
1.375E+01
9.429E+00
1.275E+01
1.174E+01

263
2.867E+00
2.025E+00
2.707E+00
2.330E+00
1.672E+00
2.294E+00
3.585E+00
3.093E+00
3.378E+00
2.594E+00
3.430E+00
2.156E+00
3.016E+00

264
3.556E+00
3.504E+00
2.558E+00
3.793E+00
2.482E+00
3.000E+00
3.814E+00
3.331E+00
2.926E+00
3.073E+00
4.063E+00
2.291E+00
3.721E+00

265
2.553E+00
2.282E+00
1.610E+00
2.732E+00
2.151E+00
2.590E+00
2.532E+00
2.421E+00
2.180E+00
2.168E+00
3.058E+00
1.804E+00
2.784E+00

266
2.405E+00
2.940E+00
9.359E−01
3.139E+00
3.449E+00
3.537E+00
1.994E+00
2.136E+00
2.317E+00
2.633E+00
2.432E+00
1.866E+00
2.235E+00

267
2.032E+00
2.876E+00
1.541E+00
2.896E+00
2.996E+00
3.150E+00
1.835E+00
2.105E+00
2.113E+00
2.378E+00
2.020E+00
1.788E+00
1.928E+00

268
9.015E+00
9.187E+00
7.081E+00
8.700E+00
7.746E+00
1.399E+01
1.736E+01
1.767E+01
1.382E+01
1.005E+01
2.014E+01
1.243E+01
1.416E+01

269
7.958E+00
9.173E+00
3.375E+00
9.584E+00
9.354E+00
1.399E+01
1.162E+01
1.140E+01
9.453E+00
8.618E+00
1.478E+01
8.791E+00
1.205E+01

270
3.912E+00
3.946E+00
1.216E+00
4.741E+00
4.523E+00
7.127E+00
4.304E+00
4.894E+00
3.664E+00
3.905E+00
7.106E+00
4.089E+00
5.388E+00

271
1.440E+01
1.530E+01
2.109E+01
1.286E+01
1.021E+01
8.996E+00
1.387E+01
9.733E+00
1.089E+01
1.145E+01
9.325E+00
1.160E+01
1.018E+01

272
8.862E+01
1.104E+02
1.688E+02
9.607E+01
8.531E+01
6.692E+01
8.359E+01
5.560E+01
5.987E+01
7.164E+01
4.846E+01
7.467E+01
6.816E+01

273
9.372E+01
1.146E+02
1.865E+02
1.024E+02
9.094E+01
7.173E+01
8.810E+01
5.741E+01
6.646E+01
7.655E+01
5.275E+01
7.491E+01
7.639E+01

274
1.433E+01
1.777E+01
2.853E+01
1.593E+01
1.540E+01
1.080E+01
1.275E+01
8.257E+00
9.189E+00
1.214E+01
7.599E+00
1.211E+01
1.156E+01

275
6.744E−01
8.439E−01
1.026E+00
6.024E−01
7.246E−01
6.532E−01
6.522E−01
7.605E−01
6.204E−01
5.910E−01
6.306E−01
4.849E−01
4.108E−01

276
8.478E+00
1.395E+01
1.752E+01
9.447E+00
9.357E+00
7.472E+00
1.050E+01
6.261E+00
6.109E+00
6.848E+00
6.463E+00
6.388E+00
7.292E+00

277
1.775E+01
4.598E+01
5.555E+01
2.729E+01
3.814E+01
2.230E+01
2.597E+01
1.580E+01
1.523E+01
1.913E+01
1.590E+01
2.012E+01
1.936E+01

278
1.769E+01
4.413E+01
5.569E+01
2.689E+01
3.784E+01
2.199E+01
2.543E+01
1.414E+01
1.499E+01
1.885E+01
1.573E+01
1.931E+01
1.883E+01

279
4.473E+00
1.004E+01
1.085E+01
7.284E+00
1.085E+01
7.486E+00
5.981E+00
5.928E+00
4.808E+00
5.216E+00
6.579E+00
6.749E+00
7.749E+00

280
6.846E+00
5.742E+00
5.156E+00
5.593E+00
6.605E+00
6.254E+00
4.952E+00
5.850E+00
7.394E+00
7.250E+00
5.275E+00
6.069E+00
5.599E+00

281
1.278E+02
1.120E+02
6.178E+01
1.174E+02
1.105E+02
1.193E+02
1.262E+02
1.363E+02
1.345E+02
1.479E+02
1.171E+02
1.424E+02
1.229E+02

282
1.116E+02
9.609E+01
5.580E+01
1.037E+02
9.723E+01
1.052E+02
1.120E+02
1.066E+02
1.180E+02
1.309E+02
1.006E+02
1.238E+02
1.055E+02

283
5.440E+01
6.120E+01
2.665E+01
5.525E+01
5.239E+01
5.298E+01
6.071E+01
4.430E+01
4.041E+01
4.839E+01
5.245E+01
5.473E+01
5.863E+01

284
6.413E+00
4.370E+00
4.053E+00
4.652E+00
4.407E+00
6.249E+00
4.787E+00
5.946E+00
6.606E+00
8.426E+00
5.390E+00
6.976E+00
5.098E+00

285
8.433E+01
5.322E+01
5.105E+01
6.197E+01
7.361E+01
7.968E+01
6.362E+01
9.420E+01
8.592E+01
9.747E+01
7.050E+01
1.038E+02
7.716E+01

286
6.254E+01
4.301E+01
4.610E+01
5.100E+01
5.875E+01
6.247E+01
5.159E+01
5.777E+01
6.836E+01
7.481E+01
5.503E+01
7.542E+01
6.155E+01

287
1.071E+01
7.618E+00
4.949E+00
8.047E+00
1.039E+01
1.062E+01
7.165E+00
8.644E+00
9.201E+00
1.106E+01
9.915E+00
1.118E+01
1.110E+01

288
5.725E+01
7.871E+01
1.352E+02
7.177E+01
7.925E+01
6.144E+01
6.906E+01
4.832E+01
4.890E+01
4.784E+01
4.280E+01
4.511E+01
5.110E+01

289
4.592E+01
6.653E+01
1.116E+02
6.140E+01
6.635E+01
4.907E+01
6.005E+01
2.564E+01
4.220E+01
3.943E+01
3.296E+01
3.514E+01
4.143E+01

290
1.790E+01
1.846E+01
3.647E+01
2.204E+01
2.155E+01
2.187E+01
2.132E+01
1.672E+01
1.878E+01
1.971E+01
1.417E+01
1.801E+01
1.937E+01

291
1.461E+01
1.495E+01
2.952E+01
1.797E+01
1.742E+01
1.780E+01
1.740E+01
9.853E+00
1.591E+01
1.653E+01
1.128E+01
1.431E+01
1.557E+01

292
2.323E+00
1.694E+00
2.165E+00
2.032E+00
2.630E+00
2.589E+00
1.814E+00
1.555E+00
2.387E+00
2.753E+00
1.799E+00
2.281E+00
2.292E+00

293
1.923E+00
2.495E+00
9.766E−01
2.399E+00
3.153E+00
3.159E+00
1.598E+00
1.206E+00
1.734E+00
2.049E+00
1.904E+00
1.730E+00
1.663E+00

294
2.093E+00
2.034E+00
6.709E−01
2.121E+00
2.151E+00
2.318E+00
1.778E+00
1.971E+00
2.296E+00
3.023E+00
2.176E+00
2.737E+00
2.419E+00

295
2.053E+00
1.989E+00
6.941E−01
2.170E+00
2.108E+00
2.330E+00
1.773E+00
2.371E+00
2.290E+00
3.095E+00
2.226E+00
2.793E+00
2.339E+00

296
1.260E+00
1.447E+00
4.892E−01
1.434E+00
1.256E+00
1.218E+00
1.248E+00
1.560E+00
1.259E+00
1.578E+00
1.444E+00
1.712E+00
1.758E+00

297
2.443E−01
3.102E−01
2.136E+00
2.879E−01
3.962E−01
2.520E−01
2.505E−01
1.643E−01
2.399E−01
1.500E−01
1.324E−01
2.265E−01
1.948E−01

298
1.040E−02
1.748E−02
7.079E−02
1.594E−02
2.424E−02
1.324E−02
1.266E−02
1.562E−02
9.482E−03
9.224E−03
1.259E−02
2.064E−02
8.988E−03

299
6.200E−02
2.581E−01
6.609E−01
1.388E−01
3.444E−01
1.330E−01
1.313E−01
6.886E−02
6.328E−02
4.441E−02
6.822E−02
8.881E−02
7.680E−02

300
4.634E−03
1.414E−02
3.389E−02
6.822E−03
2.029E−02
1.079E−02
6.050E−03
4.634E−03
4.891E−03
2.553E−03
4.483E−03
1.259E−02
6.071E−03

301
5.728E−02
1.199E−01
3.314E−01
9.031E−02
1.695E−01
9.525E−02
1.023E−01
6.307E−02
4.913E−02
4.183E−02
4.891E−02
6.822E−02
6.650E−02

302
8.538E−03
1.199E−02
1.167E−01
7.701E−03
2.252E−02
1.302E−02
6.736E−03
8.667E−03
8.323E−03
5.964E−03
8.452E−03
1.015E−02
7.766E−03

303
2.393E−01
2.588E−01
7.716E−01
2.630E−01
3.900E−01
3.182E−01
3.138E−01
1.873E−01
2.623E−01
2.122E−01
2.447E−01
2.723E−01
2.595E−01

304
2.875E−03
4.998E−03
1.178E−02
3.668E−03
8.774E−03
2.853E−03
2.424E−03
5.792E−03
8.624E−03
2.424E−03
2.338E−03
5.599E−03
3.883E−03

305
3.763E−01
6.154E−01
2.001E+00
5.183E−01
8.689E−01
5.148E−01
5.628E−01
2.556E−01
3.873E−01
2.463E−01
2.954E−01
3.762E−01
3.595E−01

306
2.360E−02
3.969E−02
1.176E−01
3.733E−02
6.972E−02
5.406E−02
3.475E−02
2.424E−02
2.982E−02
2.130E−02
2.102E−02
4.333E−02
3.003E−02

307
2.081E+00
1.174E+00
3.918E+00
1.899E+00
1.933E+00
2.057E+00
2.167E−01
1.379E+00
2.138E+00
1.836E+00
1.372E+00
2.332E+00
2.019E+00

308
3.282E−02
1.497E−02
6.393E−02
2.660E−02
3.776E−02
3.432E−02
2.767E−02
2.724E−02
2.896E−02
2.617E−02
2.639E−02
3.883E−02
2.939E−02

309
3.389E−03
9.653E−03
2.107E−02
9.096E−03
1.103E−02
5.492E−03
4.848E−03
2.896E−03
4.891E−03
2.982E−03
2.875E−03
5.942E−03
3.389E−03

310
2.132E−03
2.338E−03
7.508E−03
2.274E−03
5.771E−03
2.446E−03
1.480E−03
9.825E−03
2.012E−03
2.553E−03
1.437E−03
5.234E−03
1.699E−03

311
3.754E−04
3.325E−04
1.070E−03
8.752E−04
1.253E−03
8.152E−04
4.033E−04
1.735E−03
2.596E−03
1.137E−03
1.798E−04
1.049E−03
4.848E−04

312
1.255E−04
2.338E−03
3.561E−04
5.256E−04
7.508E−04
1.424E−03
1.345E−04
5.792E−04
2.875E−04
2.832E−04
0.000E+00
0.000E+00
4.848E−04

313
1.197E−01
1.382E−01
5.210E−01
1.448E−01
2.359E−01
1.542E−01
1.306E−01
1.081E−01
8.903E−02
7.036E−02
6.908E−02
1.242E−01
1.294E−01

314
5.020E−03
5.492E−03
1.929E−02
7.701E−03
1.051E−02
8.345E−03
5.642E−03
1.098E−02
4.312E−03
2.832E−03
7.015E−03
1.572E−02
1.360E−02

315
2.639E−02
4.719E−02
1.214E−01
2.639E−02
4.913E−02
2.574E−02
2.724E−02
2.660E−02
3.046E−02
1.903E−02
1.671E−02
2.724E−02
2.767E−02

316
3.754E−04
9.975E−04
1.785E−03
1.750E−03
1.753E−03
1.424E−03
9.417E−04
2.896E−03
2.012E−03
5.685E−04
1.437E−03
3.497E−03
1.699E−03

317
2.167E−02
2.703E−02
8.431E−02
2.510E−02
3.733E−02
2.639E−02
2.044E−02
2.896E−02
2.381E−02
1.349E−02
1.851E−02
2.381E−02
2.660E−02

318
1.630E−03
9.975E−04
3.218E−03
2.810E−03
3.003E−03
1.832E−03
1.077E−03
2.317E−03
2.596E−03
8.517E−04
1.259E−03
1.748E−03
2.917E−03

319
2.025E−01
1.287E−01
6.170E−01
1.828E−01
2.880E−01
2.540E−01
1.654E−01
1.568E−01
2.023E−01
1.242E−01
1.611E−01
1.304E−01
2.040E−01

320
1.004E−03
3.325E−04
1.785E−03
5.256E−04
1.504E−03
1.221E−03
8.066E−04
5.792E−04
5.749E−04
5.685E−04
1.798E−04
1.049E−03
4.848E−04

321
1.866E−01
1.875E−01
9.987E−01
2.276E−01
3.554E−01
2.783E−01
1.853E−01
1.064E−01
1.534E−01
8.581E−02
1.002E−01
1.100E−01
1.643E−01

322
5.771E−03
5.149E−03
2.960E−02
9.289E−03
1.351E−02
7.744E−03
6.050E−03
1.098E−02
6.886E−03
3.261E−03
5.749E−03
5.942E−03
5.342E−03

323
2.438E−01
1.281E−01
7.659E−01
2.122E−01
2.665E−01
3.198E−01
2.032E−01
1.735E−01
2.264E−01
1.461E−01
1.791E−01
1.798E−01
2.318E−01

324
6.135E−03
4.483E−03
2.424E−02
6.307E−03
1.002E−02
1.120E−02
6.586E−03
9.825E−03
7.186E−03
2.982E−03
5.578E−03
3.840E−03
8.259E−03

325
6.779E−03
1.032E−02
2.853E−02
7.530E−03
1.504E−02
1.139E−02
1.156E−02
1.214E−02
6.886E−03
6.393E−03
5.942E−03
9.096E−03
9.718E−03

326
1.504E−03
6.650E−04
1.429E−03
1.051E−03
1.753E−03
1.424E−03
8.066E−04
2.317E−03
2.875E−03
7.101E−04
1.259E−03
3.153E−03
1.699E−03

327
7.894E−03
1.347E−02
2.896E−02
9.632E−03
1.579E−02
1.384E−02
1.266E−02
1.040E−02
8.323E−03
6.243E−03
1.169E−02
9.782E−03
1.068E−02

328
1.379E−03
1.997E−03
1.429E−03
1.401E−03
3.754E−03
2.853E−03
2.295E−03
2.317E−03
8.624E−04
1.847E−03
1.259E−03
3.840E−03
1.941E−03

329
4.256E−01
3.909E−01
1.663E+00
3.809E−01
6.076E−01
4.631E−01
3.505E−01
2.672E−01
4.572E−01
2.291E−01
1.961E−01
2.021E−01
2.991E−01

330
4.891E−03
5.985E−03
1.607E−02
4.913E−03
6.264E−03
6.521E−03
3.497E−03
5.213E−03
5.170E−03
4.677E−03
3.776E−03
4.891E−03
5.106E−03

331
2.360E−02
3.625E−02
1.251E−01
2.639E−02
6.135E−02
3.089E−02
3.068E−02
2.083E−02
3.132E−02
1.974E−02
2.231E−02
2.381E−02
2.274E−02

332
5.020E−04
1.830E−03
3.218E−03
3.497E−04
2.252E−03
1.424E−03
4.033E−04
1.156E−03
1.725E−03
9.932E−04
1.079E−03
1.748E−03
4.848E−04

333
1.568E−02
2.317E−02
7.036E−02
1.892E−02
3.111E−02
2.553E−02
2.682E−02
1.735E−02
1.695E−02
1.193E−02
1.384E−02
1.678E−02
1.360E−02

334
1.255E−04
3.325E−04
0.000E+00
8.752E−04
2.510E−04
6.114E−04
4.033E−04
1.735E−03
5.749E−04
0.000E+00
3.604E−04
0.000E+00
4.848E−04

335
3.776E−02
3.454E−02
1.789E−01
3.583E−02
6.693E−02
5.771E−02
4.012E−02
2.424E−02
5.749E−02
3.475E−02
3.411E−02
2.724E−02
3.111E−02

336
1.255E−03
3.497E−03
7.144E−03
1.926E−03
4.505E−03
2.231E−03
2.553E−03
4.634E−03
3.153E−03
1.705E−03
2.167E−03
5.599E−03
4.848E−03

337
8.602E−02
8.581E−02
4.442E−01
8.924E−02
1.678E−01
1.004E−01
7.487E−02
3.411E−02
8.474E−02
4.848E−02
3.776E−02
3.604E−02
5.749E−02

338
1.630E−03
1.497E−03
8.216E−03
2.810E−03
3.003E−03
2.036E−03
1.345E−03
0.000E+00
2.295E−03
1.279E−03
1.259E−03
2.789E−03
2.917E−03

339
4.119E−02
2.875E−02
1.714E−01
3.861E−02
5.363E−02
5.771E−02
3.990E−02
3.475E−02
4.762E−02
3.368E−02
2.875E−02
2.167E−02
3.368E−02

340
1.504E−03
3.153E−03
8.559E−03
2.446E−03
5.513E−03
2.853E−03
6.736E−04
8.087E−03
3.733E−03
2.703E−03
1.978E−03
2.789E−03
3.389E−03

341
2.875E−03
4.827E−03
1.536E−02
4.719E−03
9.010E−03
5.706E−03
4.312E−03
9.825E−03
3.454E−03
3.840E−03
2.875E−03
5.234E−03
5.106E−03

342
3.754E−04
1.997E−03
1.785E−03
7.015E−04
1.504E−03
1.017E−03
2.682E−04
5.792E−04
5.749E−04
8.517E−04
1.798E−04
3.497E−03
7.272E−04

343
5.277E−03
8.495E−03
1.999E−02
7.015E−03
8.517E−03
6.114E−03
5.642E−03
6.371E−03
4.033E−03
4.548E−03
5.578E−03
9.782E−03
6.071E−03

344
7.530E−04
6.650E−04
3.561E−04
1.051E−03
5.020E−04
2.036E−04
2.682E−04
1.156E−03
0.000E+00
5.685E−04
1.798E−04
1.049E−03
4.848E−04

BL
BM
BN
BO
BP
BQ
BR
BS
BT
BU
BV
BW
BX

1
14670
13667
CA056
CA132
CA069
CA075
CA253
CA131
14725
14481
14486
CA417
CA074

2
Benign
Late Malignant
Control
Control
Control
Control
Control
Control
Early
Late
Benign
Control
Control

Malignant
Malignant

3
1
3
0
0
0
0
0
0
2
3
1
0
0

4
−1
−1
1
1
1
1
1
1
−1
−1
−1
1
1

5
1.725E+00
1.014E+00
1.496E+00
1.241E+00
2.089E+00
1.512E+00
2.173E+00
1.859E+00
1.789E+00
1.753E+00
2.292E+00
1.780E+00
2.525E+00

6
7.178E−01
2.446E−01
7.460E−01
5.224E−01
1.008E+00
5.816E−01
1.032E+00
1.028E+00
1.064E+00
3.230E−01
8.926E−01
8.889E−01
1.165E+00

7
1.899E−01
9.979E−02
2.296E−01
1.427E−01
2.135E−01
1.609E−01
3.197E−01
2.468E−01
2.736E−01
1.159E−01
3.358E−01
2.017E−01
2.758E−01

8
1.373E+00
6.309E−01
7.407E−01
7.194E−01
1.090E+00
5.837E−01
1.060E+00
1.357E+00
8.640E−01
1.900E+00
1.106E+00
1.365E+00
1.674E+00

9
4.378E−02
3.723E−02
2.210E−02
2.307E−02
3.755E−02
2.371E−02
3.734E−02
4.324E−02
3.498E−02
2.779E−02
3.959E−02
2.650E−02
3.723E−02

10
7.961E−03
6.760E−03
2.006E−02
1.127E−02
1.406E−02
1.137E−02
2.049E−02
1.781E−02
1.363E−02
7.135E−03
2.006E−02
1.985E−02
2.124E−02

11
1.459E−02
1.695E−03
1.384E−02
1.084E−02
1.234E−02
6.470E−03
1.770E−02
1.867E−02
2.049E−02
8.723E−03
1.384E−02
1.513E−02
1.545E−02

12
1.191E−02
1.014E−02
8.584E−03
9.485E−03
9.528E−03
5.397E−03
1.094E−02
1.025E−02
1.000E−02
7.929E−03
5.783E−03
7.092E−03
1.170E−02

13
2.124E−02
8.455E−03
1.223E−02
8.584E−03
1.288E−02
7.554E−03
1.047E−02
1.781E−02
1.094E−02
3.326E−02
6.674E−03
9.453E−03
2.178E−02

14
2.918E−02
2.876E−02
5.429E−02
3.616E−02
6.052E−02
4.260E−02
7.468E−02
3.745E−02
7.457E−02
3.090E−02
5.429E−02
6.760E−02
4.517E−02

15
1.061E−02
8.455E−03
8.991E−03
3.616E−03
5.612E−03
2.157E−03
3.637E−03
5.794E−03
8.637E−03
6.341E−03
6.223E−03
6.148E−03
4.260E−03

16
0.000E+00
0.000E+00
8.176E−04
4.517E−04
1.127E−03
5.397E−04
1.363E−03
4.453E−04
0.000E+00
1.588E−03
1.330E−03
9.453E−04
1.599E−03

17
1.330E−03
6.760E−03
2.446E−03
2.264E−03
3.369E−03
1.620E−03
2.275E−03
6.234E−03
2.725E−03
3.959E−03
3.112E−03
3.305E−03
2.124E−03

18
2.253E−02
3.884E−02
2.285E−02
1.674E−02
3.981E−02
2.639E−02
2.135E−02
3.122E−02
1.813E−02
3.326E−02
2.532E−02
1.513E−02
3.036E−02

19
9.421E−02
6.760E−02
7.843E−02
4.657E−02
9.367E−02
7.500E−02
1.094E−01
8.283E−02
8.315E−02
6.738E−02
1.180E−01
8.745E−02
1.384E−01

20
0.000E+00
0.000E+00
2.446E−03
3.616E−03
2.800E−03
1.620E−03
1.363E−03
8.906E−04
9.088E−04
1.588E−03
4.453E−04
2.833E−03
2.661E−03

21
1.985E−02
5.075E−03
1.180E−02
7.682E−03
1.792E−02
1.245E−02
2.006E−02
2.178E−02
1.277E−02
7.929E−03
1.867E−02
1.416E−02
3.036E−02

22
1.330E−03
1.695E−03
0.000E+00
1.352E−03
5.612E−04
2.157E−03
9.109E−04
2.232E−03
1.813E−03
2.382E−03
1.781E−03
1.416E−03
3.187E−03

23
2.393E−02
3.380E−02
3.884E−02
2.940E−02
5.547E−02
3.777E−02
4.775E−02
4.678E−02
3.273E−02
3.015E−02
3.734E−02
3.165E−02
5.687E−02

24
3.455E−02
2.028E−02
4.614E−02
4.700E−02
6.223E−02
7.124E−02
7.371E−02
6.642E−02
8.090E−02
6.663E−02
6.631E−02
4.399E−02
5.633E−02

25
2.124E−02
8.455E−03
1.148E−02
1.856E−02
2.693E−02
1.025E−02
2.135E−02
1.867E−02
2.135E−02
6.341E−03
2.672E−02
1.845E−02
3.348E−02

26
2.650E−03
1.695E−02
1.180E−02
2.264E−03
2.071E−02
1.352E−02
1.770E−02
1.867E−02
2.403E−02
1.427E−02
1.330E−02
1.373E−02
9.571E−03

27
2.650E−03
8.455E−03
3.273E−03
9.034E−04
3.369E−03
4.313E−03
3.637E−03
6.685E−03
3.187E−03
4.753E−03
8.004E−03
4.260E−03
3.187E−03

28
1.856E−02
1.695E−02
2.167E−02
2.800E−02
2.918E−02
3.133E−02
3.090E−02
3.959E−02
3.358E−02
2.532E−02
3.873E−02
1.985E−02
5.161E−02

29
2.650E−02
2.028E−02
4.131E−02
4.335E−02
4.206E−02
3.026E−02
4.464E−02
2.983E−02
5.043E−02
2.779E−02
4.624E−02
3.788E−02
5.633E−02

30
5.043E−02
2.371E−02
6.127E−02
4.882E−02
5.998E−02
5.933E−02
7.918E−02
6.009E−02
6.631E−02
4.592E−02
7.028E−02
5.107E−02
6.277E−02

31
1.985E−02
3.047E−02
5.676E−02
4.206E−02
4.260E−02
4.421E−02
3.691E−02
2.543E−02
4.549E−02
4.914E−02
4.399E−02
3.122E−02
3.723E−02

32
3.187E−02
6.760E−03
2.575E−02
2.393E−02
5.612E−02
2.639E−02
4.689E−02
6.009E−02
2.865E−02
8.165E−02
3.251E−02
5.912E−02
7.554E−02

33
3.981E−03
3.380E−03
6.127E−03
7.232E−03
1.180E−02
1.084E−02
1.001E−02
7.575E−03
8.637E−03
8.723E−03
8.455E−03
1.084E−02
8.509E−03

34
2.221E−01
1.674E−01
1.792E−01
2.554E−01
2.908E−01
3.423E−01
2.210E−01
2.543E−01
2.028E−01
3.841E−01
2.189E−01
2.039E−01
3.240E−01

35
5.172E−02
4.903E−02
7.682E−02
5.418E−02
7.124E−02
5.182E−02
8.648E−02
5.258E−02
7.500E−02
6.577E−02
6.674E−02
7.135E−02
5.848E−02

36
5.311E−03
0.000E+00
8.991E−03
2.715E−03
6.727E−03
7.554E−03
6.373E−03
8.906E−03
7.275E−03
8.723E−03
4.453E−03
5.676E−03
5.322E−03

37
2.393E−02
1.695E−03
1.803E−02
1.631E−02
1.288E−02
1.781E−02
1.685E−02
1.824E−02
1.363E−02
1.030E−02
1.781E−02
1.416E−02
9.045E−03

38
1.459E−02
6.760E−03
8.176E−03
1.491E−02
2.414E−02
1.459E−02
8.197E−03
9.796E−03
1.545E−02
1.502E−02
1.202E−02
1.040E−02
1.438E−02

39
7.564E−02
1.856E−02
1.406E−01
1.524E−01
9.195E−02
5.290E−02
8.562E−02
5.118E−02
1.212E−01
3.412E−02
1.352E−01
1.049E−01
6.491E−02

40
1.524E−01
1.234E−01
1.245E−01
1.481E−01
1.856E−01
1.352E−01
2.006E−01
1.609E−01
1.191E−01
1.695E−01
1.749E−01
1.277E−01
9.356E−02

41
2.124E−02
2.876E−02
1.180E−02
1.803E−02
2.296E−02
2.157E−02
1.867E−02
2.049E−02
1.631E−02
3.326E−02
1.953E−02
1.470E−02
2.017E−02

42
1.330E−03
1.695E−03
4.088E−04
9.034E−04
3.927E−03
5.397E−04
1.363E−03
2.232E−03
9.088E−04
1.588E−03
1.781E−03
1.888E−03
1.599E−03

43
1.273E−42
2.829E−03
4.604E−03
3.678E−03
5.787E−43
6.456E−03
6.558E−03
5453E−03
6.198E−43
3.241E−03
7.047E−03
6.018E−03
5.993E−03

44
2.176E−01
1.893E−01
1.325E−01
1.357E−01
2.122E−01
2.165E−01
2.056E−01
1.677E−01
1.995E−01
1.916E−01
1.661E−01
1.651E−01
1.928E−01

45
8.487E−02
5.993E−02
7.716E−02
7.279E−02
1.088E−01
8.179E−02
8.513E−02
8.410E−02
1.006E−01
7.639E−02
7.279E−02
7.716E−02
1.036E−01

46
1.116E−01
4.861E−02
6.944E−02
6.739E−02
9.851E−02
6.970E−02
8.462E−02
8.436E−02
1.083E−01
1.201E−01
8.359E−02
9.002E−02
9.722E−02

47
1.384E−01
9.285E−02
9.310E−02
8.642E−02
1.283E−01
1.024E−01
9.722E−02
9.696E−02
1.327E−01
1.294E−01
1.073E−01
8.873E−02
1.319E−01

48
1.399E−02
9.722E−03
1.723E−02
1.116E−02
1.667E−02
8.410E−03
1.494E−02
9.490E−03
2.091E−02
1.008E−02
1.515E−02
1.780E−02
1.607E−02

49
5.401E−03
6.893E−03
8.410E−03
4.218E−03
6.867E−03
5.298E−03
6.996E−03
3.832E−03
9.799E−03
3.421E−03
4.912E−03
6.919E−03
5.221E−03

50
2.855E−03
4.064E−04
2.058E−03
2.701E−03
8.076E−04
1.551E−03
2.400E−03
3.215E−03
4.784E−03
2.091E−03
2.027E−03
3.061E−03
2.423E−03

51
2.427E−01
8.513E−02
2.459E−01
1.152E−01
9.851E−02
2.175E−01
1.733E−01
1.466E−01
1.674E−01
1.065E−01
2.094E−01
1.345E−01
1.175E−01

52
6.687E−03
0.000E+00
3.524E−03
1.517E−03
1.075E−03
2.726E−03
2.958E−03
3.421E−03
3.266E−03
2.649E−03
1.386E−03
2.598E−03
1.276E−03

53
3.524E−02
2.430E−02
3.292E−02
3.806E−02
3.832E−02
4.089E−02
2.958E−02
3.472E−02
2.906E−02
5.272E−02
3.163E−02
2.436E−02
4.475E−02

54
4.275E+00
3.327E+00
5.282E+00
6.619E+00
4.653E+00
5.538E+00
4.892E+00
5.463E+00
4.410E+00
5.019E+00
4.730E+00
4.960E+00
5.866E+00

55
5.579E−01
3.092E−01
5.981E−01
5.269E−01
4.748E−01
6.784E−01
7.498E−01
6.949E−01
6.615E−01
4.834E−01
6.968E−01
5.270E−01
4.820E−01

56
1.412E−01
1.281E−01
1.815E−01
2.230E−01
1.935E−01
2.195E−01
1.887E−01
2.195E−01
1.811E−01
1.453E−01
1.607E−01
1.926E−01
1.962E−01

57
3.533E+00
2.259E+00
3.766E+00
3.342E+00
2.799E+00
3.789E+00
3.999E+00
3.443E+00
3.505E+00
3.148E+00
3.917E+00
2.948E+00
2.682E+00

58
4.732E−02
2.513E−02
3.729E−02
3.009E−02
3.318E−02
3.061E−02
3.215E−02
3.781E−02
3.369E−02
5.658E−02
3.549E−02
2.778E−02
3.652E−02

59
5.401E−02
3.318E−02
6.867E−02
5.144E−02
5.401E−02
6.944E−02
7.639E−02
5.864E−02
6.841E−02
4.552E−02
7.819E−02
5.787E−02
4.887E−02

60
1.368E−02
1.744E−02
1.577E−02
1.906E−02
1.721E−02
1.901E−02
2.009E−02
1.623E−02
1.754E−02
2.598E−02
1.929E−02
1.201E−02
2.294E−02

61
8.645E−01
6.261E−01
1.622E+00
1.109E+00
1.357E+00
1.212E+00
1.390E+00
1.122E+00
1.646E+00
9.713E−01
1.427E+00
2.408E+00
1.120E+00

62
6.256E−01
3.874E−01
3.949E−01
5.496E−01
4.722E−01
4.548E−01
4.654E−01
5.404E−01
4.069E−01
3.424E−01
4.649E−01
4.135E−01
5.609E−01

63
6.996E−03
3.652E−03
1.253E−02
1.083E−02
1.317E−02
8.282E−03
8.076E−03
1.152E−02
1.263E−02
1.235E−02
9.593E−03
1.893E−02
1.186E−02

64
2.702E+00
1.543E+00
3.189E+00
4.189E+00
3.805E+00
3.582E+00
3.422E+00
3.723E+00
3.301E+00
2.990E+00
3.428E+00
3.418E+00
3.948E+00

65
1.147E−01
6.404E−02
1.119E−01
1.542E−01
1.451E−01
1.235E−01
1.134E−01
1.345E−01
1.178E−01
1.283E−01
1.121E−01
1.240E−01
1.471E−01

66
7.824E−01
3.874E−01
7.749E−01
6.467E−01
5.513E−01
6.391E−01
6.753E−01
6.477E−01
6.234E−01
5.852E−01
8.856E−01
5.157E−01
6.389E−01

67
5.067E−02
2.392E−02
5.195E−02
4.552E−02
4.990E−02
3.652E−02
4.449E−02
4.630E−02
5.041E−02
6.507E−02
5.607E−02
4.269E−02
4.604E−02

68
8.333E−02
7.304E−02
6.764E−02
1.067E−01
1.129E−01
1.238E−01
8.102E−02
8.333E−02
7.896E−02
1.345E−01
8.436E−02
6.276E−02
1.502E−01

69
4.650E−01
3.226E−01
8.369E−01
5.709E−01
7.785E−01
4.949E−01
6.494E−01
4.836E−01
9.741E−01
5.018E−01
7.596E−01
1.137E+00
5.889E−01

70
2.803E−02
1.499E−02
3.112E−02
2.803E−02
3.652E−02
2.932E−02
3.086E−02
2.382E−02
3.575E−02
2.855E−02
2.932E−02
3.909E−02
2.701E−02

71
9.233E−03
8.513E−03
7.150E−03
4.887E−03
6.327E−03
6.070E−03
8.950E−03
3.524E−03
1.003E−02
2.855E−03
5.221E−03
8.385E−03
3.832E−03

72
7.639E−03
1.217E−03
2.546E−03
1.842E−03
2.958E−03
1.939E−03
3.601E−03
3.215E−03
4.475E−03
3.241E−03
2.778E−03
3.292E−03
2.932E−03

73
1.400E−03
0.000E+00
1.716E−03
1.422E−03
5.903E−04
2.833E−03
0.000E+00
9.368E−04
0.000E+00
3.330E−03
4.684E−04
0.000E+00
1.119E−03

74
2.788E−03
7.111E−03
1.716E−03
1.896E−03
2.359E−03
3.973E−03
1.919E−03
3.284E−03
3.826E−03
4.165E−03
3.273E−03
3.476E−03
0.000E+00

75
3.634E−02
4.447E−02
4.639E−02
4.323E−02
5.011E−02
5.451E−02
4.977E−02
2.810E−02
5.158E−02
3.589E−02
3.093E−02
3.330E−02
2.291E−02

76
4.187E−02
5.508E−02
6.106E−02
7.325E−02
6.783E−02
9.312E−02
5.124E−02
3.138E−02
4.594E−02
6.749E−02
4.357E−02
5.576E−02
3.804E−02

77
4.187E−03
1.783E−03
8.600E−03
3.804E−03
1.772E−03
2.833E−03
1.006E−02
5.621E−03
6.693E−03
8.341E−04
7.020E−03
6.467E−03
1.682E−03

78
0.000E+00
1.783E−03
8.600E−04
9.503E−04
5.903E−04
5.677E−04
0.000E+00
0.000E+00
4.786E−04
8.341E−04
1.874E−03
0.000E+00
1.119E−03

79
2.788E−03
1.603E−02
4.300E−04
4.752E−04
1.772E−03
1.704E−03
4.786E−04
4.684E−04
0.000E+00
2.506E−03
4.684E−04
0.000E+00
3.352E−03

80
0.000E+00
1.783E−03
4.300E−04
9.503E−04
5.903E−04
1.704E−03
9.582E−04
4.684E−04
2.393E−03
1.670E−03
1.874E−03
4.977E−04
5.598E−04

81
0.000E+00
3.736E−02
3.871E−03
7.133E−03
2.946E−03
1.078E−02
6.704E−03
4.684E−03
3.352E−03
1.580E−02
5.147E−03
4.977E−03
2.799E−03

82
0.000E+00
1.422E−02
2.144E−03
1.896E−03
2.359E−03
1.704E−03
2.393E−03
1.411E−03
1.907E−03
2.506E−03
1.400E−03
1.986E−03
5.598E−03

83
2.788E−03
3.555E−03
1.287E−03
2.856E−03
4.131E−03
1.704E−03
9.582E−04
0.000E+00
2.393E−03
2.506E−03
3.273E−03
4.977E−04
3.352E−03

84
8.375E−03
5.339E−03
4.729E−03
8.555E−03
6.490E−03
1.309E−02
8.138E−03
6.558E−03
3.826E−03
1.580E−02
7.020E−03
5.474E−03
6.716E−03

85
1.400E−03
3.555E−03
8.600E−04
2.856E−03
1.185E−03
1.704E−03
1.433E−03
0.000E+00
4.300E−03
2.506E−03
1.400E−03
9.944E−04
2.799E−03

86
4.187E−03
7.111E−03
6.874E−03
7.607E−03
8.262E−03
9.650E−03
4.312E−03
4.221E−03
6.693E−03
9.176E−03
4.684E−03
5.474E−03
6.151E−03

87
8.375E−03
8.894E−03
2.359E−02
3.093E−02
2.709E−02
4.086E−02
1.433E−02
1.174E−02
2.009E−02
2.088E−02
1.309E−02
8.454E−03
8.397E−03

88
1.400E−03
1.783E−03
3.442E−03
6.659E−03
2.946E−03
5.677E−03
4.786E−04
5.621E−03
2.867E−03
7.506E−03
1.400E−03
3.476E−03
2.799E−03

89
2.788E−03
7.111E−03
1.242E−02
1.479E−02
7.664E−03
1.422E−02
1.102E−02
3.747E−03
9.086E−03
1.163E−02
1.123E−02
5.474E−03
5.034E−03

90
2.235E−02
1.242E−02
3.442E−02
2.325E−02
1.941E−02
2.494E−02
2.585E−02
1.591E−02
2.483E−02
1.163E−02
1.400E−02
1.490E−02
1.174E−02

91
1.400E−03
1.783E−03
5.158E−03
9.503E−03
4.718E−03
5.113E−03
6.704E−03
2.348E−03
6.219E−03
4.165E−03
2.336E−03
1.490E−03
2.799E−03

92
1.116E−02
5.339E−03
8.600E−03
1.524E−02
5.903E−03
1.422E−02
6.704E−03
4.221E−03
9.086E−03
1.084E−02
6.546E−03
5.474E−03
1.063E−02

93
1.400E−03
1.067E−02
7.731E−03
7.133E−03
2.946E−03
9.650E−03
1.433E−03
4.684E−04
7.167E−03
3.330E−03
2.810E−03
5.474E−03
2.235E−03

94
0.000E+00
1.783E−03
8.600E−04
1.422E−03
2.359E−03
2.833E−03
4.786E−04
0.000E+00
2.393E−03
2.506E−03
3.273E−03
1.490E−03
1.682E−03

95
2.788E−03
8.894E−03
9.029E−03
4.278E−03
7.077E−03
8.510E−03
4.786E−03
1.874E−03
9.086E−03
2.506E−03
1.219E−02
5.971E−03
5.598E−03

96
9.774E−03
3.555E−03
4.300E−03
3.804E−03
7.664E−03
7.946E−03
6.704E−03
1.411E−03
7.167E−03
7.506E−03
4.210E−03
2.483E−03
2.799E−03

97
5.587E−03
3.555E−03
1.287E−03
3.804E−03
4.131E−03
7.381E−03
1.919E−03
1.874E−03
2.867E−03
1.670E−03
1.874E−03
4.481E−03
0.000E+00

98
1.400E−03
7.111E−03
8.160E−03
6.174E−03
1.121E−02
1.021E−02
6.230E−03
2.810E−03
5.260E−03
2.088E−02
4.684E−03
4.977E−03
8.950E−03

99
1.324E−01
5.028E−02
1.111E−01
8.412E−02
1.471E−01
5.739E−02
1.275E−01
7.946E−02
7.370E−02
8.694E−02
9.552E−02
9.405E−02
8.081E−02

100
4.096E−02
1.937E−02
2.293E−02
2.269E−02
3.458E−02
2.649E−02
2.918E−02
2.747E−02
2.551E−02
4.353E−02
2.293E−02
2.759E−02
3.348E−02

101
1.213E−01
1.251E−01
1.324E−01
1.570E−01
1.827E−01
1.704E−01
1.545E−01
1.239E−01
1.226E−01
1.790E−01
1.435E−01
1.496E−01
1.533E−01

102
5.101E−01
3.458E−01
4.684E−01
4.427E−01
5.285E−01
5.346E−01
3.887E−01
4.145E−01
3.409E−01
8.890E−01
4.071E−01
4.059E−01
4.353E−01

103
1.213E−01
1.643E−01
1.704E−01
1.729E−01
2.293E−01
2.072E−01
2.023E−01
1.386E−01
1.680E−01
1.937E−01
1.729E−01
1.974E−01
1.680E−01

104
2.170E−01
2.011E−01
1.864E−01
1.950E−01
2.318E−01
2.109E−01
1.643E−01
2.011E−01
1.901E−01
3.433E−01
1.925E−01
1.815E−01
2.305E−01

105
4.979E−01
7.762E−01
6.180E−01
7.039E−01
7.983E−01
9.834E−01
6.426E−01
6.560E−01
5.469E−01
1.135E+00
5.739E−01
6.009E−01
6.683E−01

106
1.680E−01
7.345E−02
1.496E−01
1.095E−01
1.582E−01
1.202E−01
1.619E−01
1.521E−01
1.766E−01
1.545E−01
1.570E−01
1.337E−01
1.410E−01

107
1.153E−01
6.376E−02
1.018E−01
8.473E−02
1.410E−01
1.091E−01
1.093E−01
1.216E−01
9.920E−02
1.790E−01
1.109E−01
1.102E−01
1.131E−01

108
1.183E−01
1.121E−01
1.521E−01
1.655E−01
2.146E−01
1.790E−01
1.852E−01
1.471E−01
1.631E−01
1.521E−01
1.987E−01
1.876E−01
2.023E−01

109
4.549E−03
3.863E−03
7.002E−03
5.677E−03
1.154E−02
1.300E−02
7.799E−03
7.124E−03
6.229E−03
1.361E−02
3.556E−03
2.158E−03
1.275E−02

110
2.269E−02
7.725E−03
3.826E−02
3.102E−02
2.685E−02
4.500E−02
5.359E−02
3.924E−02
2.747E−02
2.440E−02
4.476E−02
3.617E−02
4.378E−02

111
9.099E−03
1.349E−02
1.962E−02
2.894E−02
2.440E−02
3.458E−02
3.066E−02
3.102E−02
2.023E−02
1.545E−02
3.458E−02
1.680E−02
3.532E−02

112
6.070E−03
3.863E−03
1.214E−02
2.170E−02
1.668E−02
1.852E−02
1.557E−02
1.582E−02
9.871E−03
1.086E−02
1.680E−02
1.410E−02
1.950E−02

113
1.521E−03
5.800E−03
3.274E−03
2.587E−03
5.126E−03
4.929E−03
5.199E−03
9.160E−03
3.115E−03
9.062E−03
6.094E−03
3.777E−03
6.683E−03

114
4.549E−03
1.937E−03
4.672E−03
3.617E−03
1.089E−02
6.168E−03
1.144E−02
5.089E−03
5.714E−03
9.969E−03
3.053E−03
5.408E−03
7.296E−03

115
4.549E−03
1.937E−03
9.344E−03
1.239E−02
9.614E−03
1.048E−02
1.093E−02
8.657E−03
8.314E−03
3.617E−03
1.324E−02
7.026E−03
1.704E−02

116
0.000E+00
9.663E−03
3.740E−03
3.102E−03
7.689E−03
1.171E−02
4.684E−03
4.586E−03
2.072E−03
6.340E−03
4.574E−03
5.408E−03
5.469E−03

117
1.521E−03
3.863E−03
1.263E−02
4.132E−03
1.410E−02
8.633E−03
1.093E−02
9.675E−03
7.272E−03
1.631E−02
1.067E−02
9.185E−03
1.094E−02

118
6.070E−03
0.000E+00
1.398E−03
3.102E−03
7.051E−03
4.316E−03
1.093E−02
6.107E−03
4.157E−03
4.525E−03
6.609E−03
2.698E−03
9.123E−03

119
3.029E−03
1.937E−03
1.074E−02
4.647E−03
8.976E−03
8.020E−03
1.197E−02
9.160E−03
9.344E−03
2.722E−03
1.118E−02
1.619E−03
7.897E−03

120
6.070E−03
3.863E−03
8.400E−03
7.235E−03
5.763E−03
8.020E−03
8.326E−03
9.675E−03
8.314E−03
5.432E−03
8.645E−03
5.947E−03
9.724E−03

121
1.327E−01
9.706E−02
1.460E−02
3.232E−02
2.805E−02
2.698E−02
6.509E−03
3.188E−03
2.930E−02
3.972E−02
3.179E−03
2.369E−02
1.140E−02

122
5.031E−01
1.932E−01
1.692E−01
9.083E−02
1.362E−01
1.505E−01
1.532E−01
2.199E−01
9.083E−02
1.131E−01
1.621E−01
1.184E−01
1.407E−01

123
2.850E+00
5.423E+00
2.484E+00
2.262E+00
3.544E+00
2.173E+00
2.253E+00
2.413E+00
2.093E+00
4.987E+00
2.413E+00
2.271E+00
3.090E+00

124
4.746E−02
4.835E−02
3.802E−02
2.262E−02
4.817E−02
2.315E−02
9.795E−03
4.461E−02
2.930E−02
3.972E−02
2.867E−02
2.030E−02
3.802E−02

125
4.746E−02
4.835E−02
3.508E−02
3.553E−02
4.817E−02
2.315E−02
6.509E−03
3.508E−02
1.300E−02
4.533E−02
5.093E−02
3.045E−02
3.802E−02

126
1.327E+00
7.988E−01
1.077E+00
8.887E−01
8.308E−01
7.293E−01
8.566E−01
1.051E+00
6.928E−01
4.933E−01
9.617E−01
7.507E−01
1.701E+00

127
2.484E+00
2.324E+00
1.674E+00
2.057E+00
1.959E+00
1.906E+00
1.781E+00
2.413E+00
1.861E+00
1.505E+00
1.959E+00
1.790E+00
3.874E+00

128
2.093E+00
4.479E+00
1.621E+00
2.271E+00
2.342E+00
1.968E+00
1.647E+00
2.075E+00
1.995E+00
3.473E+00
1.941E+00
2.182E+00
2.983E+00

129
1.897E−01
1.451E−01
8.771E−03
2.262E−02
4.817E−02
3.473E−02
2.609E−02
1.273E−02
3.900E−02
6.242E−02
1.273E−02
4.737E−02
6.474E−02

130
1.332E+01
5.966E+00
1.727E+01
1.190E+01
1.108E+01
5.211E+00
8.898E+00
5.307E+00
9.846E+00
4.684E+00
1.125E+01
1.485E+01
7.641E+00

131
9.018E+00
6.340E+00
1.359E+01
7.313E+00
5.913E+00
4.088E+00
7.572E+00
2.947E+00
1.026E+01
3.606E+00
8.840E+00
1.106E+01
3.927E+00

132
8.540E−02
2.778E−01
4.096E−02
5.174E−02
8.023E−02
3.473E−02
5.209E−02
3.820E−02
5.530E−02
1.754E−01
2.226E−02
2.030E−02
7.614E−02

133
4.746E−02
1.327E−01
8.771E−03
3.882E−02
1.202E−02
4.630E−02
1.950E−02
9.528E−03
1.950E−02
7.373E−02
1.594E−02
1.015E−02
1.906E−02

134
1.897E−02
4.835E−02
1.167E−02
9.706E−03
2.004E−02
7.720E−03
3.259E−03
2.547E−02
1.630E−02
4.533E−02
2.226E−02
6.768E−03
3.045E−02

135
4.746E−02
1.692E−01
5.841E−03
1.291E−02
5.218E−02
3.856E−02
1.630E−02
1.273E−02
6.500E−03
5.672E−02
1.273E−02
6.768E−03
1.140E−02

136
4.746E−02
7.257E−02
0.000E+00
3.553E−02
2.404E−02
7.720E−03
1.950E−02
1.915E−02
1.300E−02
2.832E−02
6.367E−03
2.369E−02
1.906E−02

137
7.596E−02
2.538E−01
2.342E−02
6.465E−02
5.619E−02
6.180E−02
3.909E−02
4.141E−02
3.900E−02
1.986E−01
2.867E−02
3.384E−02
6.848E−02

138
1.140E−01
1.817E−01
2.627E−02
1.291E−02
2.404E−02
2.698E−02
2.609E−02
1.915E−02
1.950E−02
2.271E−02
1.906E−02
3.045E−02
5.325E−02

139
3.704E−01
6.411E−01
2.716E−01
3.268E−01
2.529E−01
2.511E−01
1.923E−01
3.793E−01
1.852E−01
2.440E−01
1.496E−01
2.369E−01
2.930E−01

140
1.995E−01
3.749E−01
1.024E−01
1.264E−01
1.362E−01
1.354E−01
1.594E−01
2.582E−01
1.888E−01
2.208E−01
6.999E−02
1.282E−01
9.528E−02

141
1.042E−01
9.706E−02
2.342E−02
4.203E−02
2.004E−02
4.248E−02
4.559E−02
1.273E−02
4.550E−02
1.532E−01
3.500E−02
6.091E−02
4.185E−02

142
2.850E−02
7.257E−02
2.921E−03
0.000E+00
2.004E−02
3.856E−03
3.259E−03
1.594E−02
3.250E−03
4.533E−02
3.179E−03
2.707E−02
1.906E−02

143
4.746E−02
4.835E−02
5.841E−03
3.232E−02
1.202E−02
2.698E−02
6.509E−03
9.528E−03
1.950E−02
1.701E−02
9.528E−03
3.384E−03
3.802E−03

144
1.140E−01
6.046E−02
2.342E−02
3.232E−02
3.206E−02
4.248E−02
9.795E−03
2.547E−02
9.795E−03
5.102E−02
1.906E−02
3.384E−02
6.474E−02

145
7.596E−02
1.086E−01
3.508E−02
3.232E−02
2.004E−02
1.932E−02
1.300E−02
3.508E−02
2.280E−02
3.402E−02
6.367E−03
2.030E−02
2.663E−02

146
2.182E−01
4.114E−01
2.458E−01
1.585E−01
2.289E−01
1.968E−01
1.763E−01
2.547E−01
2.734E−01
2.102E−01
1.817E−01
2.467E−01
1.674E−01

147
1.995E−01
2.057E−01
1.345E−01
1.879E−01
1.808E−01
1.888E−01
1.140E−01
2.992E−01
1.532E−01
1.300E−01
8.905E−02
1.763E−01
2.280E−01

148
3.321E−01
1.051E+00
4.301E−01
7.827E−01
4.817E−01
6.064E−01
4.007E−01
9.261E−01
5.102E−01
4.764E−01
3.090E−01
4.737E−01
7.231E−01

149
7.596E−02
2.422E−01
1.051E−01
1.291E−01
1.086E−01
1.273E−01
5.209E−02
1.149E−01
1.264E−01
1.300E−01
7.952E−02
7.783E−02
1.638E−01

150
7.596E−02
2.057E−01
8.771E−03
2.262E−02
2.404E−02
3.090E−02
1.300E−02
9.528E−03
2.280E−02
3.402E−02
1.594E−02
3.384E−03
2.280E−02

151
8.540E−02
7.257E−02
8.771E−03
6.465E−03
8.023E−03
2.315E−02
9.795E−03
1.915E−02
2.280E−02
2.271E−02
1.594E−02
1.354E−02
1.523E−02

152
4.746E−02
7.257E−02
3.215E−02
5.815E−02
4.007E−02
2.698E−02
1.630E−02
1.594E−02
2.280E−02
5.102E−02
3.500E−02
5.414E−02
1.906E−02

153
5.699E−02
7.257E−02
2.342E−02
2.582E−02
4.007E−02
1.932E−02
1.630E−02
1.594E−02
2.930E−02
2.271E−02
2.547E−02
3.384E−02
2.280E−02

154
2.850E−02
8.468E−02
5.841E−03
1.941E−02
2.805E−02
3.856E−03
2.280E−02
1.915E−02
6.500E−03
2.271E−02
9.528E−03
3.384E−03
2.280E−02

155
2.850E−02
2.057E−01
5.841E−03
1.291E−02
8.023E−03
2.698E−02
2.280E−02
1.273E−02
2.600E−02
1.131E−02
1.594E−02
1.354E−02
3.802E−02

156
3.704E−01
1.113E+00
6.046E−01
3.366E−01
3.972E−01
2.280E−01
3.678E−01
2.769E−01
6.892E−01
3.856E−01
2.956E−01
6.126E−01
1.906E−01

157
1.140E−01
6.287E−01
1.728E−01
1.389E−01
1.167E−01
1.158E−01
1.888E−01
2.645E−01
2.832E−01
1.362E−01
1.719E−01
1.728E−01
1.140E−01

158
2.565E−01
8.468E−01
4.586E−01
4.524E−01
4.372E−01
2.974E−01
3.482E−01
4.114E−01
5.752E−01
3.740E−01
3.152E−01
6.465E−01
2.858E−01

159
1.710E−01
3.143E−01
8.477E−02
1.291E−01
1.968E−01
1.425E−01
8.798E−02
2.743E−01
2.012E−01
1.478E−01
9.884E−02
1.558E−01
1.104E−01

160
4.746E−02
1.086E−01
3.215E−02
3.553E−02
2.004E−02
1.541E−02
2.280E−02
1.594E−02
2.280E−02
5.102E−02
4.452E−02
5.414E−02
6.091E−02

161
9.528E−03
2.903E−01
2.342E−02
8.406E−02
3.206E−02
5.405E−02
3.580E−02
4.461E−02
6.500E−03
6.242E−02
4.141E−02
2.030E−02
6.091E−02

162
2.850E−02
8.468E−02
1.754E−02
3.553E−02
2.805E−02
3.856E−02
1.950E−02
2.547E−02
4.550E−02
5.102E−02
1.273E−02
2.030E−02
2.280E−02

163
3.793E−02
9.706E−02
2.342E−02
1.621E−02
5.218E−02
1.932E−02
2.280E−02
0.000E+00
1.630E−02
5.672E−02
2.867E−02
2.369E−02
2.663E−02

164
1.897E−02
3.633E−02
1.167E−02
3.553E−02
2.004E−02
1.541E−02
2.280E−02
9.528E−03
9.795E−03
6.242E−02
2.867E−02
1.354E−02
7.614E−03

165
5.699E−02
9.706E−02
2.921E−02
2.912E−02
4.007E−02
1.158E−02
1.300E−02
6.376E−03
5.530E−02
6.803E−02
1.594E−02
1.692E−02
1.906E−02

166
5.699E−02
1.327E−01
4.675E−02
4.524E−02
3.606E−02
3.090E−02
7.168E−02
1.594E−02
4.550E−02
6.803E−02
4.452E−02
3.722E−02
4.951E−02

167
1.897E−01
5.681E−01
3.446E−01
2.039E−01
1.443E−01
1.425E−01
2.021E−01
1.175E−01
3.152E−01
2.556E−01
2.351E−01
4.604E−01
1.104E−01

168
1.523E−01
3.508E−01
1.371E−01
1.167E−01
1.327E−01
1.238E−01
7.818E−02
1.434E−01
1.496E−01
2.155E−01
1.113E−01
1.621E−01
6.091E−02

169
9.528E−02
1.817E−01
5.263E−02
7.435E−02
6.821E−02
4.630E−02
5.209E−02
6.696E−02
8.130E−02
1.077E−01
6.046E−02
5.752E−02
9.172E−02

170
9.528E−03
6.046E−02
1.754E−02
6.144E−02
4.817E−02
1.158E−02
4.230E−02
2.867E−02
6.500E−03
1.416E−01
6.046E−02
1.015E−02
1.140E−02

171
2.850E−02
7.257E−02
1.460E−02
6.144E−02
4.817E−02
6.180E−02
5.209E−02
3.820E−02
1.300E−02
6.803E−02
4.452E−02
2.707E−02
7.231E−02

172
1.790E−01
1.729E−01
1.324E−01
4.942E−02
7.075E−02
1.218E−01
8.473E−02
1.106E−01
1.251E−01
8.351E−02
1.039E−01
1.251E−01
7.603E−02

173
3.330E+00
5.030E+00
1.934E+00
1.720E+00
2.759E+00
2.379E+00
2.007E+00
2.351E+00
2.123E+00
2.742E+00
2.026E+00
1.956E+00
2.404E+00

174
4.639E+00
9.291E+00
3.093E+00
2.652E+00
4.457E+00
3.774E+00
3.211E+00
3.896E+00
3.905E+00
4.592E+00
3.150E+00
3.370E+00
3.569E+00

175
1.594E+00
2.006E+00
9.157E−01
7.653E−01
1.314E+00
1.171E+00
1.036E+00
1.241E+00
9.743E−01
1.026E+00
9.855E−01
9.447E−01
1.178E+00

176
3.292E+00
5.987E+00
1.905E+00
2.239E+00
3.654E+00
2.460E+00
2.544E+00
2.457E+00
3.100E+00
3.484E+00
2.699E+00
2.334E+00
3.306E+00

177
1.769E+00
1.366E+00
1.408E+00
6.233E−01
1.162E+00
6.352E−01
1.405E+00
1.176E+00
2.316E+00
8.890E−01
1.532E+00
1.709E+00
9.181E−01

178
5.432E−01
2.428E−01
2.833E−01
1.533E−01
2.391E−01
1.717E−01
2.808E−01
4.304E−01
4.329E−01
1.263E−01
3.299E−01
2.575E−01
2.011E−01

179
8.240E−02
3.666E−02
3.544E−02
3.029E−02
3.372E−02
2.342E−02
3.765E−02
4.525E−02
6.315E−02
3.274E−02
4.255E−02
2.796E−02
2.673E−02

180
2.882E−02
5.996E−02
8.449E−03
2.452E−02
3.814E−02
2.281E−02
1.839E−02
2.195E−02
1.655E−02
3.752E−02
2.452E−02
1.118E−02
4.145E−02

181
2.354E−02
3.004E−02
9.258E−03
1.692E−02
1.987E−02
2.342E−02
2.060E−02
1.717E−02
8.510E−03
2.036E−02
1.275E−02
8.387E−03
2.146E−02

182
1.557E−01
2.587E−01
7.725E−02
6.634E−02
1.312E−01
9.884E−02
9.099E−02
9.344E−02
8.866E−02
2.195E−01
6.573E−02
7.124E−02
1.032E−01

183
2.268E+00
4.008E+00
1.336E+00
1.208E+00
1.602E+00
1.896E+00
1.263E+00
1.451E+00
1.088E+00
2.429E+00
1.113E+00
1.224E+00
1.313E+00

184
2.430E+00
4.051E+00
1.533E+00
1.186E+00
1.552E+00
1.639E+00
1.284E+00
1.489E+00
1.329E+00
2.760E+00
1.332E+00
1.313E+00
1.243E+00

185
1.586E+00
3.005E+00
9.603E−01
9.238E−01
1.241E+00
1.232E+00
9.028E−01
1.206E+00
8.785E−01
1.945E+00
8.518E−01
8.302E−01
1.058E+00

186
2.894E+00
7.089E+00
2.037E+00
2.267E+00
2.749E+00
2.600E+00
1.781E+00
2.565E+00
2.328E+00
4.108E+00
1.814E+00
2.073E+00
2.283E+00

187
8.302E−01
1.308E+00
5.481E−01
5.934E−01
6.597E−01
7.558E−01
5.383E−01
6.977E−01
5.138E−01
8.155E−01
4.942E−01
5.739E−01
6.475E−01

188
7.456E−02
1.239E−01
4.549E−02
5.346E−02
4.476E−02
5.788E−02
4.034E−02
5.530E−02
3.630E−02
7.112E−02
4.378E−02
5.310E−02
6.131E−02

189
3.004E−02
2.661E−02
1.373E−02
1.068E−02
7.186E−03
1.010E−02
1.435E−02
1.925E−02
1.570E−02
9.368E−03
1.275E−02
1.300E−02
1.205E−02

190
3.286E−01
4.316E−01
2.048E−01
2.011E−01
2.771E−01
2.060E−01
2.428E−01
2.085E−01
1.815E−01
2.502E−01
2.698E−01
1.288E−01
2.612E−01

191
3.243E+00
3.665E+00
2.654E+00
1.627E+00
2.151E+00
1.421E+00
2.771E+00
2.139E+00
4.014E+00
2.234E+00
2.663E+00
3.038E+00
1.688E+00

192
1.218E+00
8.510E−01
7.772E−01
5.383E−01
6.646E−01
4.868E−01
8.001E−01
9.430E−01
1.114E+00
5.224E−01
7.836E−01
7.860E−01
5.310E−01

193
1.668E−01
1.803E−01
8.412E−02
9.344E−02
7.186E−02
8.130E−02
6.683E−02
8.731E−02
1.047E−01
1.023E−01
9.160E−02
7.738E−02
8.326E−02

194
6.928E−02
6.242E−01
3.863E−02
1.188E−01
8.559E−02
1.447E−01
7.394E−02
5.359E−02
4.120E−02
1.839E−01
4.378E−02
4.476E−02
9.540E−02

195
4.574E−02
2.465E−01
2.502E−02
5.702E−02
3.200E−02
7.333E−02
3.053E−02
2.452E−02
1.570E−02
6.867E−02
2.011E−02
2.747E−02
4.819E−02

196
2.158E−01
2.465E−01
3.335E−01
1.937E−01
1.521E−01
1.074E−01
2.158E−01
1.053E−01
2.477E−01
1.288E−01
1.471E−01
2.183E−01
7.860E−02

197
1.410E−01
1.668E−01
1.435E−01
1.006E−01
9.663E−02
8.449E−02
1.349E−01
8.903E−02
2.330E−01
9.528E−02
1.226E−01
1.020E−01
7.026E−02

198
1.032E−01
1.166E−01
6.524E−02
6.058E−02
6.965E−02
5.371E−02
5.518E−02
5.886E−02
9.356E−02
7.885E−02
6.180E−02
4.893E−02
4.660E−02

199
1.312E−01
4.795E−01
2.293E−02
1.386E−01
1.839E−01
1.180E−01
1.050E−01
7.554E−02
2.869E−02
2.416E−01
1.008E−01
2.796E−02
1.337E−01

200
7.578E−02
2.379E−01
2.735E−02
8.817E−02
6.855E−02
7.124E−02
4.488E−02
4.831E−02
2.281E−02
1.117E−01
5.739E−02
2.980E−02
7.443E−02

201
4.709E−02
2.869E−01
2.538E−02
6.193E−02
4.476E−02
7.235E−02
2.869E−02
4.525E−02
2.906E−02
7.811E−02
3.458E−02
3.164E−02
5.874E−02

202
7.848E−03
3.495E−02
4.022E−03
7.124E−03
2.489E−02
7.971E−03
6.732E−03
3.948E−03
4.476E−04
2.109E−02
6.131E−03
2.796E−03
2.256E−02

203
1.312E−03
1.668E−03
8.044E−04
4.451E−04
1.105E−03
5.310E−04
8.964E−04
0.000E+00
0.000E+00
2.342E−03
1.754E−03
4.660E−04
5.236E−04

204
1.435E−02
5.996E−02
4.022E−03
8.007E−03
2.158E−02
1.275E−02
1.300E−02
7.897E−03
2.685E−03
3.200E−02
6.131E−03
3.262E−03
1.410E−02

205
5.224E−03
1.668E−03
1.606E−03
1.337E−03
1.655E−03
1.063E−03
8.964E−04
1.754E−03
4.476E−04
7.811E−04
2.195E−03
2.330E−03
2.097E−03

206
6.536E−03
6.658E−02
3.617E−03
8.007E−03
4.145E−02
2.710E−02
1.619E−02
6.143E−03
4.034E−03
3.752E−02
1.704E−02
6.524E−03
3.875E−02

207
7.848E−03
3.164E−02
4.831E−03
7.566E−03
5.518E−03
5.849E−03
4.929E−03
9.651E−03
3.139E−03
1.410E−02
4.819E−03
5.592E−03
4.194E−03

208
5.224E−03
9.994E−03
2.416E−03
5.346E−03
5.518E−03
3.716E−03
3.593E−03
3.507E−03
2.244E−03
3.127E−03
1.754E−03
4.194E−03
4.194E−03

209
0.000E+00
1.668E−03
4.022E−04
0.000E+00
1.105E−03
0.000E+00
1.349E−03
1.312E−03
0.000E+00
1.557E−03
4.378E−04
9.319E−04
1.048E−03

210
0.000E+00
1.668E−03
4.022E−04
1.337E−03
5.518E−04
5.310E−04
1.349E−03
0.000E+00
0.000E+00
7.811E−04
0.000E+00
1.398E−03
0.000E+00

211
5.224E−03
5.003E−03
4.022E−04
8.903E−04
1.105E−03
1.063E−03
1.790E−03
4.390E−04
4.476E−04
0.000E+00
4.378E−04
4.660E−04
5.236E−04

212
2.612E−03
1.668E−03
8.044E−04
1.337E−03
3.311E−03
6.376E−03
8.964E−04
5.261E−03
0.000E+00
4.684E−03
8.768E−04
2.330E−03
2.097E−03

213
7.848E−03
9.994E−03
1.606E−03
3.115E−03
4.414E−03
2.121E−03
1.790E−03
3.507E−03
3.139E−03
7.811E−03
4.378E−04
2.796E−03
5.763E−03

214
0.000E+00
9.994E−03
1.606E−03
2.232E−03
1.655E−03
2.121E−03
3.139E−03
4.390E−04
3.139E−03
7.026E−03
2.195E−03
4.660E−04
1.048E−03

215
1.312E−03
8.326E−03
0.000E+00
0.000E+00
5.518E−04
1.594E−03
2.244E−03
4.390E−04
4.476E−04
7.811E−04
1.754E−03
0.000E+00
5.236E−04

216
1.312E−03
1.668E−03
0.000E+00
0.000E+00
0.000E+00
1.594E−03
4.488E−04
2.195E−03
0.000E+00
7.811E−04
0.000E+00
9.319E−04
1.048E−03

217
1.312E−03
5.003E−03
1.208E−03
0.000E+00
0.000E+00
1.063E−03
4.488E−04
0.000E+00
8.952E−04
3.127E−03
1.754E−03
4.660E−04
2.097E−03

218
2.285E+00
3.768E+00
1.577E+00
1.420E+00
1.603E+00
1.778E+00
1.186E+00
1.447E+00
9.735E−01
2.571E+00
1.380E+00
1.462E+00
1.532E+00

219
3.532E−02
5.162E−02
2.219E−02
1.288E−02
1.827E−02
2.502E−02
1.754E−02
1.839E−02
1.386E−02
2.735E−02
1.582E−02
1.864E−02
1.839E−02

220
2.970E+00
1.434E+00
2.552E+00
1.294E+00
1.426E+00
2.442E+00
2.264E+00
2.227E+00
2.217E+00
9.506E−01
2.972E+00
1.636E+00
2.072E+00

221
6.097E+01
6.454E+01
5.386E+01
6.002E+01
6.426E+01
7.427E+01
6.414E+01
6.176E+01
5.365E+01
5.751E+01
7.189E+01
5.451E+01
7.604E+01

222
5.224E+01
4.343E+01
5.627E+01
6.137E+01
5.809E+01
5.945E+01
5.906E+01
7.252E+01
5.602E+01
3.189E+01
5.938E+01
5.837E+01
7.572E+01

223
3.264E+01
2.436E+01
3.118E+01
2.603E+01
2.634E+01
3.009E+01
3.633E+01
3.489E+01
3.262E+01
1.857E+01
4.010E+01
2.676E+01
3.159E+01

224
2.491E+01
2.669E+01
2.088E+01
2.430E+01
2.791E+01
2.446E+01
2.262E+01
2.237E+01
2.169E+01
2.245E+01
3.212E+01
2.094E+01
3.473E+01

225
1.363E+01
1.106E+01
2.305E+01
1.445E+01
1.763E+01
1.358E+01
1.800E+01
1.514E+01
2.390E+01
9.558E+00
2.328E+01
3.089E+01
1.801E+01

226
5.873E+00
4.220E+00
1.314E+01
6.339E+00
5.390E+00
4.650E+00
1.073E+01
2.852E+00
1.408E+01
2.291E+00
1.055E+01
1.182E+01
3.788E+00

227
2.611E+00
1.537E+00
4.103E+00
1.809E+00
1.944E+00
1.585E+00
3.577E+00
2.502E+00
5.990E+00
8.396E−01
4.060E+00
3.240E+00
2.038E+00

228
5.487E−01
5.256E−01
6.655E−01
3.690E−01
4.714E−01
4.967E−01
3.620E−01
2.188E−01
2.235E−01
3.898E−01
4.663E−01
2.353E−01
8.381E−01

229
6.029E−01
5.496E−01
7.061E−01
4.210E−01
4.698E−01
5.494E−01
4.231E−01
2.558E−01
2.619E−01
4.476E−01
4.801E−01
2.846E−01
8.916E−01

230
2.339E+01
3.201E+01
3.313E+01
2.886E+01
3.657E+01
2.760E+01
3.565E+01
2.633E+01
3.247E+01
3.549E+01
2.790E+01
3.268E+01
2.897E+01

231
4.819E+00
4.453E+00
5.630E+00
3.399E+00
4.609E+00
4.366E+00
4.683E+00
3.445E+00
4.537E+00
3.790E+00
4.523E+00
3.844E+00
5.289E+00

232
1.856E+00
2.127E+00
1.829E+00
1.429E+00
2.006E+00
1.687E+00
1.931E+00
1.360E+00
1.413E+00
1.881E+00
2.145E+00
1.637E+00
1.688E+00

233
5.808E+00
6.155E+00
5.805E+00
4.338E+00
5.765E+00
4.449E+00
5.767E+00
3.990E+00
4.246E+00
4.437E+00
5.863E+00
5.172E+00
5.099E+00

234
2.204E+01
2.006E+01
2.123E+01
1.382E+01
1.329E+01
1.847E+01
1.885E+01
1.391E+01
1.779E+01
1.668E+01
1.856E+01
1.546E+01
1.348E+01

235
9.951E+00
1.083E+01
1.033E+01
8.611E+00
9.608E+00
1.014E+01
1.017E+01
9.774E+00
1.265E+01
1.320E+01
9.379E+00
8.893E+00
9.635E+00

236
6.503E−01
9.087E−01
5.711E−01
9.154E−01
9.789E−01
8.250E−01
5.190E−01
4.189E−01
2.899E−01
7.310E−01
1.399E+00
4.450E−01
8.851E−01

237
5.915E+00
3.409E+00
4.713E+00
4.852E+00
5.262E+00
3.904E+00
4.824E+00
5.276E+00
3.836E+00
3.642E+00
6.200E+00
4.326E+00
4.688E+00

238
7.486E+00
5.762E+00
6.449E+00
4.874E+00
6.913E+00
5.683E+00
7.901E+00
7.619E+00
6.295E+00
7.430E+00
7.286E+00
5.717E+00
5.126E+00

239
1.441E+00
1.532E+00
1.267E+00
9.813E−01
1.412E+00
1.148E+00
1.451E+00
1.211E+00
1.209E+00
1.630E+00
1.544E+00
1.097E+00
1.193E+00

240
1.291E+01
2.453E+01
8.052E+00
2.255E+01
1.616E+01
2.343E+01
1.042E+01
1.498E+01
6.953E+00
2.411E+01
1.588E+01
5.482E+00
2.449E+01

241
2.566E+02
2.486E+02
2.056E+02
2.650E+02
2.141E+02
2.742E+02
2.184E+02
2.390E+02
2.063E+02
2.497E+02
1.931E+02
2.046E+02
2.362E+02

242
1.792E+02
1.494E+02
1.522E+02
1.382E+02
1.241E+02
1.637E+02
1.617E+02
1.633E+02
1.558E+02
1.627E+02
1.546E+02
1.325E+02
1.274E+02

243
1.669E+01
1.316E+01
1.519E+01
1.176E+01
1.131E+01
1.414E+01
1.538E+01
1.570E+01
1.623E+01
1.532E+01
1.600E+01
1.245E+01
1.202E+01

244
9.993E+00
5.313E+00
1.194E+01
1.172E+01
1.088E+01
6.553E+00
9.064E+00
8.218E+00
1.093E−01
6.145E+00
1.189E+01
1.307E+01
7.666E+00

245
6.308E+00
3.831E+00
5.454E+00
6.029E+00
5.648E+00
4.379E+00
4.951E+00
6.276E+00
4.361E+00
3.961E+00
6.223E+00
5.261E+00
4.738E+00

246
7.544E+00
8.012E+00
6.599E+00
6.668E+00
7.997E+00
7.076E+00
7.270E+00
7.003E+00
5.726E+00
8.956E+00
8.125E+00
6.076E+00
8.272E+00

247
5.040E+00
5.211E+00
4.798E+00
3.918E+00
4.942E+00
4.300E+00
5.065E+00
3.722E+00
4.054E+00
4.805E+00
5.824E+00
4.193E+00
4.808E+00

248
6.918E+01
5.292E+01
9.163E+01
6.443E+01
7.152E+01
6.795E+01
7.401E+01
7.636E+01
9.478E+01
6.621E+01
8.343E+01
1.144E+02
8.077E+01

249
7.943E+01
5.210E+01
7.148E+01
6.926E+01
6.513E+01
6.924E+01
6.728E+01
9.868E+01
6.857E+01
5.496E+01
7.329E+01
7.311E+01
7.643E+01

250
1.552E+02
1.283E+02
1.230E+02
1.480E+02
1.290E+02
1.291E+02
1.206E+02
1.460E+02
1.315E+02
1.414E+02
1.312E+02
1.227E+02
1.491E+02

251
5.829E+01
6.191E+01
4.787E+01
5.817E+01
5.073E+01
5.795E+01
4.635E+01
5.148E+01
4.581E+01
6.044E+01
5.566E+01
4.034E+01
5.863E+01

252
4.175E+00
4.333E+00
3.163E+00
3.987E+00
3.416E+00
3.795E+00
3.052E+00
3.062E+00
2.767E+00
3.965E+00
4.357E+00
2.522E+00
4.019E+00

253
3.918E+00
2.975E+00
5.048E+00
4.984E+00
4.038E+00
3.248E+00
3.812E+00
2.045E+00
4.518E+00
2.823E+00
5.068E+00
4.030E+00
2.825E+00

254
9.964E+00
5.905E+00
9.924E+00
1.070E+01
8.933E+00
6.435E+00
8.469E+00
8.543E+00
1.264E+01
6.063E+00
1.055E+01
1.175E+01
6.259E+00

255
8.567E+00
5.659E+00
9.352E+00
7.642E+00
8.848E+00
5.796E+00
7.825E+00
7.607E+00
9.107E+00
6.372E+00
9.149E+00
9.964E+00
6.576E+00

256
3.051E+00
2.818E+00
2.915E+00
2.969E+00
3.678E+00
2.679E+00
2.724E+00
2.928E+00
2.355E+00
3.274E+00
3.371E+00
2.892E+00
3.057E+00

257
4.490E+00
5.829E+00
4.882E+00
4.329E+00
7.227E+00
5.426E+00
5.247E+00
4.671E+00
3.918E+00
5.208E+00
5.503E+00
5.019E+00
5.556E+00

258
2.733E+01
1.663E+01
3.280E+01
1.940E+01
2.098E+01
1.761E+01
2.849E+01
2.431E+01
4.685E+01
1.628E+01
3.428E+01
3.012E+01
1.915E+01

259
4.427E+01
3.397E+01
4.930E+01
3.504E+01
4.611E+01
3.076E+01
3.971E+01
4.106E+01
6.631E+01
4.015E+01
5.142E+01
6.373E+01
4.176E+01

260
4.086E+01
3.368E+01
3.704E+01
3.324E+01
4.044E+01
3.385E+01
3.310E+01
4.313E+01
3.724E+01
3.514E+01
3.789E+01
3.801E+01
3.498E+01

261
2.614E+01
4.148E+01
2.845E+01
3.480E+01
3.752E+01
3.514E+01
3.350E+01
3.005E+01
3.160E+01
3.870E+01
2.916E+01
3.152E+01
2.679E+01

262
9.531E+00
1.777E+01
9.832E+00
1.639E+01
1.517E+01
1.634E+01
1.105E+01
9.956E+00
8.595E+00
1.396E+01
1.166E+01
1.008E+01
1.503E+01

263
3.065E+00
2.133E+00
4.226E+00
2.711E+00
2.706E+00
1.954E+00
3.120E+00
1.732E+00
4.352E+00
2.030E+00
3.709E+00
3.434E+00
1.888E+00

264
2.595E+00
2.769E+00
2.849E+00
2.794E+00
3.286E+00
2.488E+00
2.534E+00
2.159E+00
3.073E+00
3.414E+00
3.349E+00
3.014E+00
2.552E+00

265
2.074E+00
2.009E+00
1.974E+00
2.176E+00
2.623E+00
1.956E+00
1.947E+00
1.856E+00
1.856E+00
2.730E+00
2.445E+00
2.142E+00
2.037E+00

266
1.507E+00
3.464E+00
9.509E−01
2.197E+00
2.984E+00
2.790E+00
1.407E+00
1.390E+00
7.230E−01
4.109E+00
1.766E+00
1.031E+00
3.087E+00

267
1.511E+00
3.627E+00
1.128E+00
1.989E+00
2.779E+00
2.494E+00
1.694E+00
1.253E+00
1.042E+00
3.440E+00
1.965E+00
1.183E+00
2.685E+00

268
1.431E+01
8.520E+00
2.226E+01
1.028E+01
8.270E+00
6.298E+00
1.224E+01
4.186E+00
2.289E+01
7.463E+00
1.669E+01
1.650E+01
6.142E+00

269
9.941E+00
8.213E+00
8.963E+00
8.111E+00
7.534E+00
6.705E+00
8.087E+00
5.127E+00
1.282E+01
8.943E+00
1.090E+01
7.446E+00
6.834E+00

270
4.145E+00
3.825E+00
2.952E+00
3.550E+00
3.791E+00
3.169E+00
2.920E+00
3.023E+00
3.728E+00
4.335E+00
4.346E+00
2.385E+00
3.844E+00

271
1.114E+01
1.175E+01
1.311E+01
9.848E+00
1.772E+01
1.222E+01
1.429E+01
1.358E+01
1.142E+01
1.248E+01
1.254E+01
1.494E+01
1.138E+01

272
6.121E+01
8.098E+01
8.168E+01
7.193E+01
1.006E+02
7.281E+01
9.624E+01
7.157E+01
8.162E+01
8.783E+01
7.164E+01
8.470E+01
7.234E+01

273
7.215E+01
8.695E+01
8.766E+01
7.480E+01
1.036E+02
7.630E+01
1.008E+02
7.411E+01
8.186E+01
8.850E+01
7.241E+01
8.790E+01
7.631E+01

274
1.124E+01
1.480E+01
1.324E+01
1.090E+01
1.614E+01
1.171E+01
1.504E+01
1.121E+01
1.373E+01
1.323E+01
1.093E+01
1.380E+01
1.280E+01

275
5.335E−01
1.091E+00
5.854E−01
6.300E−01
1.124E+00
5.800E−01
7.831E−01
4.066E−01
3.986E−01
7.365E−01
6.713E−01
6.147E−01
5.941E−01

276
7.104E+00
1.158E+01
7.673E+00
7.155E+00
1.026E+01
6.035E+00
1.002E+01
5.809E+00
7.031E+00
8.632E+00
7.971E+00
9.305E+00
5.673E+00

277
1.624E+01
3.336E+01
1.991E+01
2.034E+01
2.190E+01
1.729E+01
2.578E+01
1.261E+01
1.951E+01
2.483E+01
1.855E+01
2.256E+01
1.615E+01

278
1.663E+01
3.261E+01
1.979E+01
1.994E+01
2.092E+01
1.651E+01
2.468E+01
1.200E+01
1.802E+01
2.458E+01
1.777E+01
2.205E+01
1.594E+01

279
7.525E+00
9.655E+00
7.497E+00
4.764E+00
4.577E+00
6.200E+00
6.231E+00
4.552E+00
6.332E+00
6.625E+00
6.790E+00
6.279E+00
5.219E+00

280
5.432E+00
8.219E+00
5.009E+00
7.465E+00
7.194E+00
7.379E+00
6.405E+00
6.427E+00
3.929E+00
7.498E+00
6.783E+00
4.458E+00
7.925E+00

281
1.213E+02
1.129E+02
1.185E+02
1.350E+02
1.126E+02
1.288E+02
1.158E+02
1.382E+02
1.160E+02
1.280E+02
1.099E+02
1.221E+02
1.312E+02

282
1.058E+02
9.645E+01
1.031E+02
1.126E+02
9.802E+01
1.090E+02
1.020E+02
1.190E+02
1.007E+02
1.081E+02
9.528E+01
1.056E+02
1.113E+02

283
5.405E+01
3.939E+01
4.901E+01
3.856E+01
3.406E+01
4.107E+01
4.720E+01
4.768E+01
4.897E+01
4.709E+01
5.109E+01
4.031E+01
3.633E+01

284
5.328E+00
6.390E+00
6.614E+00
5.363E+00
7.077E+00
6.020E+00
6.119E+00
4.604E+00
4.983E+00
5.336E+00
7.376E+00
6.425E+00
7.215E+00

285
8.157E+01
8.277E+01
7.951E+01
9.028E+01
7.812E+01
7.564E+01
6.837E+01
7.891E+01
7.551E+01
8.262E+01
8.310E+01
8.018E+01
9.346E+01

286
6.177E+01
6.399E+01
6.220E+01
6.529E+01
6.319E+01
5.913E+01
5.562E+01
6.078E+01
5.784E+01
6.097E+01
6.229E+01
6.159E+01
6.916E+01

287
1.052E+01
1.022E+01
8.920E+00
9.794E+00
8.332E+00
9.164E+00
7.480E+00
8.220E+00
7.733E+00
1.036E+01
1.080E+01
7.052E+00
1.063E+01

288
4.690E+01
7.481E+01
6.166E+01
6.197E+01
6.871E+01
6.111E+01
6.145E+01
5.470E+01
6.067E+01
6.971E+01
5.712E+01
6.478E+01
4.729E+01

289
3.649E+01
5.806E+01
5.070E+01
4.707E+01
5.796E+01
4.933E+01
5.265E+01
4.518E+01
4.926E+01
5.423E+01
4.406E+01
5.318E+01
3.683E+01

290
1.593E+01
2.670E+01
2.226E+01
2.263E+01
2.572E+01
2.565E+01
2.075E+01
1.833E+01
1.857E+01
1.944E+01
1.998E+01
2.235E+01
2.147E+01

291
1.218E+01
2.082E+01
1.828E+01
1.731E+01
1.990E+01
1.943E+01
1.626E+01
1.420E+01
1.426E+01
1.467E+01
1.606E+01
1.790E+01
1.711E+01

292
1.801E+00
3.059E+00
1.826E+00
2.803E+00
2.579E+00
2.504E+00
1.731E+00
1.659E+00
1.401E+00
2.554E+00
2.106E+00
1.756E+00
2.863E+00

293
1.127E+00
3.006E+00
5.821E−01
1.811E+00
2.459E+00
1.896E+00
1.145E+00
9.893E−01
5.441E−01
3.251E+00
1.350E+00
7.182E−01
2.543E+00

294
2.825E+00
2.284E+00
2.131E+00
2.725E+00
2.972E+00
2.885E+00
2.530E+00
3.208E+00
1.373E+00
2.635E+00
1.432E+00
1.495E+00
2.164E+00

295
2.798E+00
2.314E+00
2.136E+00
2.695E+00
2.914E+00
2.831E+00
2.459E+00
3.174E+00
1.388E+00
2.607E+00
1.406E+00
1.446E+00
2.133E+00

296
2.058E+00
1.225E+00
1.534E+00
1.315E+00
1.600E+00
1.565E+00
1.721E+00
1.853E+00
1.053E+00
1.523E+00
1.004E+00
9.160E−01
1.087E+00

297
1.926E−01
3.598E−01
2.427E−01
2.732E−01
2.795E−01
2.853E−01
3.108E−01
2.237E−01
7.722E−01
3.747E−01
2.104E−01
2.451E−01
2.602E−01

298
1.549E−02
2.036E−02
1.156E−02
8.946E−03
1.006E−02
1.206E−02
1.289E−02
8.388E−03
1.602E−02
1.330E−02
9.997E−03
9.525E−03
1.598E−02

299
5.642E−02
2.566E−01
6.586E−02
9.182E−02
7.058E−02
7.036E−02
7.894E−02
3.947E−02
1.521E−01
1.693E−01
6.865E−02
6.543E−02
5.921E−02

300
4.526E−03
2.424E−02
3.282E−03
5.685E−03
4.569E−03
8.130E−03
5.427E−03
2.574E−03
4.441E−03
9.074E−03
5.213E−03
5.106E−03
4.269E−03

301
4.998E−02
1.433E−01
5.792E−02
5.899E−02
4.784E−02
6.650E−02
6.393E−02
5.191E−02
8.688E−02
9.074E−02
5.620E−02
4.569E−02
4.977E−02

302
5.170E−03
3.711E−02
9.289E−03
1.375E−02
1.098E−02
3.389E−02
1.628E−02
5.642E−03
1.304E−02
6.200E−03
1.015E−02
5.535E−03
1.040E−02

303
1.617E−01
3.938E−01
2.270E−01
2.188E−01
1.864E−01
2.473E−01
1.817E−01
1.871E−01
3.022E−01
2.209E−01
2.345E−01
2.040E−01
2.641E−01

304
4.848E−03
1.073E−02
2.574E−03
5.685E−03
2.917E−03
6.028E−03
2.210E−03
3.561E−03
3.711E−03
4.870E−03
2.746E−03
9.675E−04
2.982E−03

305
2.053E−01
5.878E−01
3.164E−01
3.799E−01
3.112E−01
3.637E−01
3.162E−01
2.449E−01
5.619E−01
4.649E−01
3.606E−01
3.395E−01
2.377E−01

306
2.360E−02
5.792E−02
2.057E−02
2.210E−02
1.995E−02
3.111E−02
2.036E−02
1.517E−02
3.368E−02
3.261E−02
2.810E−02
2.896E−02
2.446E−02

307
1.156E+00
1.837E+00
1.973E+00
1.465E+00
1.421E+00
2.186E+00
1.539E+00
1.429E+00
1.484E+00
8.214E−01
1.747E+00
1.735E+00
2.066E+00

308
2.424E−02
4.012E−02
3.218E−02
2.574E−02
2.703E−02
3.904E−02
2.360E−02
2.510E−02
2.660E−02
1.306E−02
3.068E−02
3.153E−02
3.711E−02

309
3.540E−03
6.071E−03
4.290E−03
4.140E−03
3.111E−03
7.594E−03
4.741E−03
1.937E−03
6.521E−03
5.985E−03
4.505E−03
3.861E−03
4.462E−03

310
9.031E−03
3.926E−03
1.999E−03
2.617E−03
1.830E−03
2.875E−03
1.866E−03
2.574E−03
3.861E−03
3.325E−03
1.740E−03
2.210E−03
2.982E−03

311
9.675E−04
3.583E−04
7.144E−04
6.543E−04
7.315E−04
7.873E−04
1.188E−03
4.848E−04
4.441E−04
6.650E−04
7.251E−04
4.140E−04
2.789E−03

312
9.675E−04
7.144E−04
1.429E−04
2.188E−04
3.668E−04
0.000E+00
8.474E−04
1.613E−04
4.441E−04
6.650E−04
5.792E−04
0.000E+00
7.444E−04

313
9.224E−02
1.948E−01
1.223E−01
1.210E−01
1.401E−01
1.688E−01
1.950E−01
1.169E−01
1.742E−01
1.242E−01
1.079E−01
1.259E−01
1.058E−01

314
2.066E−02
1.180E−02
2.853E−03
5.899E−03
4.398E−03
9.182E−03
6.607E−03
5.642E−03
5.642E−03
9.074E−03
5.663E−03
4.698E−03
4.655E−03

315
2.130E−02
3.861E−02
2.982E−02
2.553E−02
2.274E−02
2.617E−02
3.625E−02
1.341E−02
3.347E−02
2.017E−02
2.087E−02
2.574E−02
1.952E−02

316
3.540E−03
3.218E−03
1.285E−03
8.731E−04
7.315E−04
2.360E−03
1.697E−03
1.131E−03
1.038E−03
1.772E−03
4.355E−04
1.519E−03
3.711E−04

317
1.873E−02
2.896E−02
2.746E−02
2.210E−02
1.995E−02
2.381E−02
3.068E−02
2.188E−02
2.960E−02
1.883E−02
2.617E−02
2.145E−02
1.746E−02

318
4.205E−03
2.143E−03
1.999E−03
3.068E−03
2.381E−03
2.875E−03
2.036E−03
1.937E−03
1.630E−03
1.995E−03
1.304E−03
1.658E−03
7.444E−04

319
1.043E−01
2.634E−01
1.965E−01
2.219E−01
1.371E−01
2.344E−01
2.275E−01
1.836E−01
1.963E−01
1.317E−01
2.001E−01
1.639E−01
1.609E−01

320
6.457E−04
1.429E−03
2.853E−04
4.376E−04
3.668E−04
1.311E−03
1.358E−03
4.848E−04
4.441E−04
6.650E−04
1.450E−04
2.767E−04
1.858E−04

321
1.006E−01
2.887E−01
1.974E−01
2.197E−01
1.984E−01
2.462E−01
2.451E−01
1.652E−01
3.079E−01
1.727E−01
1.841E−01
1.720E−01
1.075E−01

322
3.540E−03
9.997E−03
7.723E−03
8.302E−03
6.586E−03
8.645E−03
7.637E−03
5.170E−03
7.701E−03
6.436E−03
6.521E−03
6.500E−03
4.655E−03

323
1.051E−01
3.563E−01
2.745E−01
2.756E−01
1.978E−01
3.204E−01
2.916E−01
2.390E−01
2.462E−01
1.500E−01
2.497E−01
1.989E−01
1.963E−01

324
5.814E−03
1.321E−02
8.152E−03
1.244E−02
8.967E−03
8.130E−03
7.465E−03
7.594E−03
9.353E−03
6.436E−03
6.672E−03
5.663E−03
5.578E−03

325
5.492E−03
1.287E−02
6.564E−03
8.946E−03
7.144E−03
1.154E−02
9.847E−03
7.744E−03
6.371E−03
1.064E−02
5.084E−03
8.431E−03
8.924E−03

326
9.675E−04
2.143E−03
7.144E−04
1.746E−03
1.098E−03
2.098E−03
1.527E−03
6.457E−04
1.334E−03
1.107E−03
5.792E−04
1.519E−03
1.302E−03

327
1.131E−02
2.403E−02
1.058E−02
6.993E−03
9.889E−03
1.180E−02
1.255E−02
9.847E−03
1.008E−02
1.197E−02
1.015E−02
1.049E−02
6.693E−03

328
3.540E−03
2.853E−03
7.144E−04
2.188E−03
7.315E−04
2.617E−03
2.210E−03
6.457E−04
8.903E−04
2.210E−03
1.740E−03
1.244E−03
1.673E−03

329
2.656E−01
5.210E−01
4.517E−01
4.817E−01
5.049E−01
5.572E−01
5.992E−01
3.474E−01
2.892E−01
2.674E−01
3.441E−01
4.858E−01
4.028E−01

330
3.218E−03
8.216E−03
5.706E−03
8.302E−03
6.586E−03
8.645E−03
5.599E−03
4.526E−03
3.261E−03
2.210E−03
4.784E−03
4.140E−03
5.020E−03

331
1.808E−02
5.942E−02
2.574E−02
3.668E−02
3.196E−02
3.625E−02
3.733E−02
2.295E−02
2.231E−02
2.939E−02
2.446E−02
2.338E−02
3.218E−02

332
9.675E−04
2.143E−03
2.853E−04
6.543E−04
9.139E−04
4.977E−03
8.474E−04
4.848E−04
7.422E−04
6.650E−04
7.251E−04
1.382E−03
1.116E−03

333
1.420E−02
3.068E−02
1.699E−02
2.096E−02
1.463E−02
2.403E−02
2.360E−02
1.469E−02
1.542E−02
1.596E−02
1.929E−02
1.864E−02
1.914E−02

334
0.000E+00
3.583E−04
1.429E−04
4.376E−04
0.000E+00
2.617E−04
1.697E−04
1.613E−04
0.000E+00
2.210E−04
4.355E−04
8.281E−04
0.000E+00

335
3.196E−02
5.470E−02
4.376E−02
4.741E−02
4.419E−02
5.814E−02
5.149E−02
2.703E−02
3.432E−02
2.446E−02
3.561E−02
3.218E−02
4.462E−02

336
3.218E−03
6.071E−03
1.570E−03
3.711E−03
2.188E−03
4.205E−03
1.697E−03
1.613E−03
2.381E−03
2.446E−03
2.167E−03
2.210E−03
2.231E−03

337
4.419E−02
1.287E−01
8.045E−02
1.060E−01
7.787E−02
1.375E−01
1.221E−01
6.114E−02
6.500E−02
4.719E−02
7.851E−02
7.680E−02
7.337E−02

338
9.675E−04
3.583E−03
1.429E−03
2.403E−03
1.648E−03
3.153E−03
4.076E−03
9.675E−04
4.441E−04
6.650E−04
2.029E−03
1.105E−03
1.487E−03

339
2.510E−02
5.942E−02
5.041E−02
5.363E−02
5.127E−02
5.749E−02
5.149E−02
3.947E−02
3.883E−02
2.295E−02
4.226E−02
3.325E−02
5.170E−02

340
4.205E−03
3.218E−03
2.574E−03
2.403E−03
1.648E−03
4.977E−03
2.381E−03
1.776E−03
2.660E−03
3.111E−03
2.029E−03
2.488E−03
2.789E−03

341
5.170E−03
8.924E−03
4.569E−03
6.993E−03
4.762E−03
8.388E−03
5.599E−03
3.711E−03
4.741E−03
6.436E−03
2.167E−03
4.977E−03
3.904E−03

342
6.457E−04
1.073E−03
4.290E−04
1.311E−03
1.098E−03
2.617E−04
5.084E−04
3.218E−04
2.960E−04
8.860E−04
4.355E−04
4.140E−04
7.444E−04

343
6.457E−03
9.289E−03
6.436E−03
5.020E−03
4.205E−03
6.822E−03
5.427E−03
4.355E−03
4.591E−03
1.040E−02
5.363E−03
6.221E−03
5.020E−03

344
0.000E+00
3.583E−04
0.000E+00
2.188E−04
3.668E−04
0.000E+00
6.779E−04
4.848E−04
0.000E+00
6.650E−04
0.000E+00
0.000E+00
0.000E+00

BY
BZ
CA
CB
CC
CD
CE
CF
CG
CH
CI
CJ
CK

1
CA420
14657
13667
CA0035
CA110
13675
CA128
14663
CA206
13639
14633
CA060
14676

2
Control
Benign
Late Malignant
Control
Control
Benign
Control
Benign
Control
Early
Early
Control
Late Malignant

Malignant
Malignant

3
0
1
3
0
0
1
0
1
0
2
2
0
3

4
1
−1
−1
1
1
−1
1
−1
1
−1
−1
1
−1

5
1.785E+00
2.521E+00
1.067E+00
1.502E+00
1.949E+00
2.339E+00
1.888E+00
1.703E+00
9.049E−01
1.794E+00
1.426E+00
1.415E+00
1.333E+00

6
9.312E−01
4.539E−01
4.281E−01
1.416E+00
1.042E+00
1.180E+00
6.320E−01
6.159E−01
4.635E−01
3.906E−01
4.152E−01
4.024E−01
3.315E−01

7
2.253E−01
2.189E−01
1.084E−01
3.004E−01
3.670E−01
3.058E−01
3.079E−01
2.929E−01
1.212E−01
1.738E−01
1.867E−01
1.202E−01
1.845E−01

8
1.023E+00
2.741E+00
6.599E−01
9.152E−01
1.073E+00
1.757E+00
2.727E+00
1.024E+00
5.987E−01
2.368E+00
1.077E+00
2.412E+00
6.813E−01

9
2.918E−02
3.219E−02
1.620E−02
1.502E−02
3.863E−03
2.124E−02
3.809E−02
2.554E−02
2.521E−02
2.210E−02
1.899E−02
1.781E−02
2.328E−02

10
1.459E−02
1.352E−02
2.167E−02
2.403E−02
1.159E−02
4.249E−03
7.607E−03
8.498E−03
4.378E−03
5.515E−03
4.861E−03
5.097E−03
1.116E−02

11
9.431E−03
7.790E−03
0.000E+00
2.103E−02
2.318E−02
1.277E−02
3.809E−03
1.695E−02
8.208E−03
5.515E−03
6.320E−03
4.592E−03
9.002E−03

12
4.238E−03
4.152E−03
0.000E+00
6.009E−03
2.704E−02
2.124E−02
1.137E−02
1.277E−02
5.472E−03
5.515E−03
4.378E−03
3.573E−03
4.764E−03

13
9.903E−03
3.584E−02
2.167E−02
0.000E+00
1.545E−02
2.124E−02
3.047E−02
2.124E−02
1.148E−02
1.491E−02
1.363E−02
2.393E−02
1.481E−02

14
6.180E−02
4.206E−02
4.335E−02
5.708E−02
6.170E−02
3.391E−02
4.560E−02
4.667E−02
3.069E−02
3.144E−02
3.305E−02
3.616E−02
4.131E−02

15
8.959E−03
7.790E−03
1.084E−02
1.202E−02
1.159E−02
8.487E−03
3.809E−03
0.000E+00
4.378E−03
4.410E−03
3.895E−03
4.592E−03
5.826E−03

16
4.710E−04
5.193E−04
0.000E+00
0.000E+00
0.000E+00
0.000E+00
0.000E+00
0.000E+00
2.189E−03
1.105E−03
4.861E−04
0.000E+00
0.000E+00

17
1.416E−03
1.038E−03
0.000E+00
0.000E+00
0.000E+00
0.000E+00
0.000E+00
1.277E−02
2.446E−01
6.341E−02
4.818E−02
3.058E−02
5.300E−02

18
2.264E−02
2.178E−02
3.788E−02
1.202E−02
3.863E−02
6.363E−02
5.708E−02
2.554E−02
7.571E−01
1.513E−01
1.545E−01
9.388E−02
1.620E−01

19
7.736E−02
1.277E−01
4.335E−02
9.603E−02
1.770E−01
1.996E−01
1.298E−01
1.062E−01
3.766E−01
1.706E−01
1.556E−01
9.077E−02
1.159E−01

20
2.361E−03
1.556E−03
0.000E+00
3.004E−03
3.863E−03
8.487E−03
0.000E+00
4.249E−03
1.094E−03
5.515E−04
9.732E−04
2.039E−03
0.000E+00

21
1.792E−02
8.820E−03
2.704E−02
9.002E−03
1.545E−02
4.249E−03
2.285E−02
2.124E−02
4.324E−02
2.092E−02
1.803E−02
1.738E−02
5.826E−03

22
0.000E+00
1.556E−03
5.408E−03
0.000E+00
0.000E+00
1.695E−02
3.809E−03
1.277E−02
1.094E−02
0.000E+00
3.401E−03
2.554E−03
3.712E−03

23
3.916E−02
2.436E−02
4.871E−02
6.309E−02
4.635E−02
9.764E−02
6.470E−02
6.373E−02
6.127E−02
4.850E−02
3.938E−02
3.777E−02
2.543E−02

24
4.292E−02
5.708E−02
5.955E−02
4.807E−02
6.170E−02
5.944E−02
3.423E−02
8.069E−02
7.850E−01
1.685E−01
1.738E−01
9.131E−02
1.513E−01

25
1.695E−02
9.861E−03
1.084E−02
2.403E−02
3.090E−02
2.972E−02
1.524E−02
1.695E−02
2.082E−02
1.652E−02
1.266E−02
2.350E−02
1.223E−02

26
1.652E−02
2.028E−02
1.084E−02
3.605E−02
2.318E−02
1.695E−02
1.899E−02
2.972E−02
1.094E−02
1.652E−02
1.170E−02
1.170E−02
1.749E−02

27
2.361E−03
3.637E−03
0.000E+00
6.009E−03
7.715E−03
1.695E−02
0.000E+00
0.000E+00
1.094E−03
4.410E−03
1.942E−03
3.058E−03
9.002E−03

28
2.833E−02
2.124E−02
1.620E−02
1.202E−02
4.249E−02
3.820E−02
2.661E−02
3.401E−02
5.805E−02
2.865E−02
2.436E−02
2.961E−02
2.017E−02

29
4.710E−02
2.704E−02
3.251E−02
5.708E−02
5.021E−02
5.944E−02
3.423E−02
2.972E−02
7.779E−02
3.036E−02
3.594E−02
3.927E−02
2.543E−02

30
5.376E−02
6.953E−02
2.704E−02
3.004E−02
3.476E−02
2.972E−02
3.809E−02
2.972E−02
3.594E−01
1.003E−01
1.180E−01
5.708E−02
1.127E−01

31
3.723E−02
3.637E−02
5.408E−02
3.605E−02
4.249E−02
2.972E−02
3.809E−02
1.277E−02
1.824E−01
5.461E−02
7.296E−02
5.665E−02
5.880E−02

32
2.124E−02
8.251E−02
4.335E−02
1.803E−02
3.863E−02
4.249E−02
9.506E−02
2.554E−02
4.324E−02
5.569E−02
4.721E−02
5.097E−02
4.238E−02

33
8.487E−03
1.094E−02
5.408E−03
1.202E−02
1.931E−02
8.487E−03
0.000E+00
1.277E−02
1.148E−02
8.820E−03
9.238E−03
1.170E−02
1.170E−02

34
2.350E−01
3.155E−01
2.328E−01
1.652E−01
1.888E−01
3.433E−01
3.155E−01
4.077E−01
2.350E−01
6.416E−01
3.755E−01
3.916E−01
3.047E−01

35
7.500E−02
8.358E−02
5.955E−02
4.506E−02
4.249E−02
5.097E−02
4.185E−02
3.820E−02
6.406E−02
3.970E−02
5.644E−02
8.058E−02
1.059E−01

36
6.127E−03
3.637E−03
5.408E−03
1.202E−02
7.715E−03
4.249E−03
7.607E−03
8.498E−03
6.567E−03
2.210E−03
5.354E−03
6.631E−03
4.238E−03

37
9.431E−03
9.861E−03
2.704E−02
3.004E−02
3.863E−02
2.124E−02
1.899E−02
2.554E−02
2.521E−02
1.438E−02
1.363E−02
9.689E−03
1.534E−02

38
1.127E−02
1.191E−02
1.084E−02
1.502E−02
1.931E−02
3.820E−02
2.661E−02
1.695E−02
1.588E−02
2.532E−02
1.556E−02
1.223E−02
1.481E−02

39
1.352E−01
7.210E−02
4.871E−02
1.470E−01
1.309E−01
1.695E−02
4.946E−02
3.401E−02
1.309E−01
2.918E−02
8.895E−02
6.835E−02
5.773E−02

40
1.459E−01
1.202E−01
8.659E−02
1.202E−01
6.942E−02
9.764E−02
7.607E−02
7.650E−02
1.577E−01
9.431E−02
1.298E−01
7.339E−02
1.620E−01

41
9.903E−03
1.609E−02
6.491E−02
1.502E−02
3.476E−02
5.097E−02
4.560E−02
5.097E−02
2.843E−02
2.264E−02
1.609E−02
2.650E−02
3.015E−02

42
2.361E−03
4.152E−03
0.000E+00
3.004E−03
3.863E−03
8.487E−03
7.607E−03
4.249E−03
2.189E−03
7.167E−03
1.459E−03
2.554E−03
1.588E−03

43
4.861E−03
5.221E−03
6.481E−03
7.201E−03
4.630E−03
7.124E−03
6.378E−03
8.153E−03
4.449E−03
2.598E−02
6.636E−03
9.156E−03
5.324E−03

44
1.551E−01
1.715E−01
3.724E−01
2.302E−01
2.675E−01
3.549E−01
2.778E−01
3.472E−01
2.667E−01
6.836E−01
3.438E−01
3.970E−01
2.573E−01

45
6.893E−02
4.990E−02
1.453E−01
1.404E−01
1.222E−01
1.566E−01
1.085E−01
1.294E−01
1.448E−01
2.694E−01
1.283E−01
2.112E−01
8.436E−02

46
7.253E−02
8.487E−02
1.181E−01
1.409E−01
1.564E−01
1.181E−01
1.469E−01
1.731E−01
9.645E−02
2.678E−01
1.168E−01
1.404E−01
9.953E−02

47
8.822E−02
1.157E−01
1.998E−01
1.361E−01
1.749E−01
2.320E−01
1.551E−01
2.312E−01
2.383E−01
5.355E−01
2.448E−01
3.496E−01
1.919E−01

48
1.831E−02
1.592E−02
1.816E−02
3.446E−02
3.781E−02
1.728E−02
2.554E−02
2.443E−02
2.322E−02
5.298E−02
1.934E−02
5.684E−02
3.112E−02

49
7.124E−03
7.973E−03
9.079E−03
1.008E−02
7.407E−03
2.034E−03
6.378E−03
1.834E−02
1.299E−02
1.692E−02
1.049E−02
1.785E−02
9.388E−03

50
3.832E−03
2.623E−03
6.481E−03
5.041E−03
5.555E−03
2.034E−03
7.304E−03
3.061E−03
3.292E−03
5.941E−03
4.089E−03
3.421E−03
2.675E−03

51
1.548E−01
1.890E−01
1.440E−01
1.440E−01
1.564E−01
1.057E−01
2.472E−01
2.220E−01
9.053E−02
2.321E−01
1.361E−01
1.016E−01
2.209E−01

52
1.129E−03
3.369E−03
6.481E−03
5.761E−03
5.555E−03
4.064E−03
1.733E−02
1.018E−02
4.064E−03
9.002E−03
3.858E−03
5.015E−03
3.292E−03

53
3.369E−02
4.861E−02
3.369E−02
2.014E−02
4.167E−02
5.298E−02
4.372E−02
7.844E−02
3.498E−02
1.011E−01
6.867E−02
6.198E−02
4.295E−02

54
5.430E+00
4.659E+00
5.234E+00
4.785E+00
4.427E+00
4.931E+00
4.271E+00
4.212E+00
5.934E+00
3.853E+00
5.820E+00
4.691E+00
4.764E+00

55
5.581E−01
6.504E−01
5.709E−01
5.311E−01
5.466E−01
3.876E−01
5.653E−01
5.559E−01
5.169E−01
6.078E−01
6.617E−01
3.953E−01
7.671E−01

56
1.736E−01
1.327E−01
1.842E−01
2.202E−01
1.849E−01
2.196E−01
1.888E−01
2.106E−01
1.849E−01
1.528E−01
1.827E−01
1.741E−01
1.476E−01

57
3.237E+00
4.397E+00
4.027E+00
3.447E+00
4.089E+00
2.883E+00
3.995E+00
4.170E+00
3.088E+00
3.360E+00
4.225E+00
2.237E+00
4.550E+00

58
3.189E−02
4.578E−02
6.867E−02
7.407E−02
1.157E−01
1.119E−01
1.157E−01
8.745E−02
4.424E−02
1.024E−01
5.838E−02
7.716E−02
5.993E−02

59
6.121E−02
8.102E−02
3.112E−02
3.601E−02
4.347E−02
3.266E−02
3.472E−02
4.990E−02
5.684E−02
4.578E−02
6.430E−02
4.244E−02
7.356E−02

60
1.481E−02
1.517E−02
1.039E−02
1.080E−02
9.259E−03
2.441E−02
1.824E−02
1.222E−02
2.454E−02
4.655E−02
2.855E−02
3.369E−02
2.045E−02

61
1.673E+00
2.470E+00
8.887E−01
1.398E+00
1.348E+00
4.334E−01
6.957E−01
1.192E+00
9.334E−01
1.083E+00
8.209E−01
1.351E+00
2.610E+00

62
4.417E−01
2.154E−01
8.784E−01
9.549E−01
8.204E−01
1.043E+00
7.778E−01
6.210E−01
4.668E−01
4.180E−01
3.368E−01
5.248E−01
2.203E−01

63
1.402E−02
1.903E−02
1.168E−02
1.942E−02
1.294E−02
1.119E−02
3.652E−03
1.119E−02
1.181E−02
1.824E−02
1.119E−02
2.567E−02
2.045E−02

64
3.315E+00
1.783E+00
1.370E+00
1.155E+00
1.147E+00
1.180E+00
8.744E−01
7.697E−01
2.767E+00
1.771E+00
1.892E+00
2.432E+00
1.656E+00

65
1.240E−01
8.024E−02
8.307E−02
8.050E−02
9.619E−02
9.053E−02
6.841E−02
6.713E−02
1.296E−01
1.911E−01
1.304E−01
2.033E−01
9.413E−02

66
6.037E−01
4.419E−01
5.268E−01
3.318E−01
3.729E−01
2.855E−01
5.170E−01
3.292E−01
5.124E−01
6.364E−01
4.815E−01
4.869E−01
5.362E−01

67
3.729E−02
5.607E−02
2.726E−02
4.527E−02
4.912E−02
4.269E−02
7.201E−02
5.401E−02
5.298E−02
1.697E−01
7.844E−02
1.186E−01
6.198E−02

68
7.381E−02
6.276E−02
1.065E−01
4.167E−02
7.767E−02
1.222E−01
7.304E−02
9.773E−02
8.359E−02
2.212E−01
9.233E−02
1.538E−01
6.944E−02

69
8.562E−01
1.032E+00
2.153E−01
2.906E−01
2.340E−01
1.036E−01
1.605E−01
1.903E−01
3.783E−01
4.652E−01
2.481E−01
6.217E−01
9.301E−01

70
3.086E−02
3.832E−02
1.947E−02
2.086E−02
2.958E−02
1.628E−02
2.096E−02
2.240E−02
2.623E−02
6.173E−02
3.189E−02
6.173E−02
5.401E−02

71
8.925E−03
9.079E−03
1.296E−03
4.321E−03
9.259E−04
1.018E−03
3.652E−03
4.064E−03
1.062E−02
1.561E−02
5.118E−03
1.003E−02
7.870E−03

72
1.808E−03
1.867E−03
0.000E+00
1.440E−03
1.849E−03
1.018E−03
5.478E−03
0.000E+00
2.752E−03
5.144E−03
1.983E−03
3.549E−03
3.163E−03

73
9.921E−04
0.000E+00
0.000E+00
3.160E−03
0.000E+00
0.000E+00
0.000E+00
0.000E+00
8.465E−02
1.445E−02
1.941E−02
9.661E−03
6.682E−03

74
2.980E−03
4.368E−03
0.000E+00
1.580E−02
4.063E−03
8.928E−03
0.000E+00
0.000E+00
2.269E−01
3.420E−02
4.549E−02
1.614E−02
3.115E−02

75
3.521E−02
3.770E−02
1.196E−01
1.512E−01
1.015E−01
7.585E−02
4.007E−02
1.027E−01
5.711E−01
1.129E−01
1.456E−01
5.903E−02
1.309E−01

76
4.458E−02
5.406E−02
1.140E−01
2.246E−01
1.298E−01
1.388E−01
8.002E−02
1.614E−01
7.201E−02
3.070E−02
6.603E−02
4.831E−02
6.072E−02

77
4.955E−03
3.273E−03
0.000E+00
6.953E−02
4.063E−03
4.470E−03
1.196E−02
4.470E−03
5.181E−03
1.163E−03
3.578E−03
1.614E−03
7.799E−03

78
4.955E−04
5.463E−04
5.688E−03
3.160E−03
0.000E+00
4.470E−03
0.000E+00
0.000E+00
0.000E+00
0.000E+00
5.113E−04
1.073E−03
5.576E−04

79
0.000E+00
5.463E−04
0.000E+00
3.160E−03
0.000E+00
4.470E−03
4.007E−03
0.000E+00
1.399E+00
1.919E−01
1.998E−01
7.077E−02
1.693E−01

80
0.000E+00
1.637E−03
1.140E−02
3.160E−03
0.000E+00
0.000E+00
1.196E−02
4.470E−03
1.287E−01
1.163E−02
2.348E−02
9.120E−03
1.614E−02

81
2.980E−03
6.546E−03
3.984E−02
3.160E−03
4.063E−03
4.470E−03
1.998E−02
2.235E−02
3.507E+00
4.424E−01
4.955E−01
1.986E−01
3.228E−01

82
2.483E−03
4.910E−03
0.000E+00
6.321E−03
4.063E−03
8.928E−03
4.007E−03
1.783E−02
1.760E+00
2.065E−01
2.178E−01
8.205E−02
1.693E−01

83
0.000E+00
5.463E−04
0.000E+00
0.000E+00
0.000E+00
4.470E−03
0.000E+00
0.000E+00
3.183E−01
2.607E−02
3.330E−02
1.343E−02
2.731E−02

84
6.941E−03
2.731E−03
1.140E−02
9.470E−03
4.063E−03
1.783E−02
8.002E−03
1.343E−02
1.670E−02
1.445E−02
1.535E−02
1.400E−02
1.727E−02

85
9.921E−04
3.273E−03
1.140E−02
3.160E−03
0.000E+00
4.470E−03
4.007E−03
1.343E−02
2.359E−02
6.964E−03
1.024E−02
4.831E−03
3.341E−03

86
4.458E−03
8.194E−03
3.420E−02
1.896E−02
0.000E+00
2.235E−02
8.002E−03
4.470E−03
1.208E−01
1.332E−02
3.014E−02
1.558E−02
1.558E−02

87
1.185E−02
1.851E−02
7.404E−02
7.585E−02
2.032E−02
1.343E−02
6.400E−02
3.126E−02
9.391E−02
8.126E−03
3.736E−02
2.302E−02
4.063E−02

88
2.483E−03
3.273E−03
1.140E−02
1.580E−02
4.063E−03
4.470E−03
1.603E−02
0.000E+00
1.501E−02
1.738E−03
7.167E−03
2.144E−03
7.246E−03

89
2.980E−03
6.546E−03
5.688E−03
3.160E−02
3.251E−02
1.783E−02
0.000E+00
3.126E−02
1.036E−02
6.964E−03
1.174E−02
1.343E−02
1.174E−02

90
1.840E−02
1.693E−02
6.828E−02
1.140E−01
7.302E−02
3.126E−02
2.404E−02
4.910E−02
3.341E−02
9.865E−03
3.939E−02
3.488E−02
2.788E−02

91
2.980E−03
4.910E−03
5.688E−03
0.000E+00
8.115E−03
1.343E−02
0.000E+00
2.235E−02
1.377E−02
1.738E−03
5.632E−03
2.686E−03
7.246E−03

92
2.980E−03
8.736E−03
1.140E−02
6.321E−03
4.063E−03
1.783E−02
8.002E−03
4.470E−03
2.359E−02
1.163E−02
1.591E−02
1.501E−02
1.332E−02

93
6.941E−03
6.005E−03
1.140E−02
3.160E−03
8.115E−03
2.675E−02
1.603E−02
8.939E−03
1.727E−02
3.476E−03
1.024E−02
7.506E−03
3.341E−03

94
4.955E−04
1.637E−03
0.000E+00
0.000E+00
0.000E+00
4.470E−03
8.002E−03
0.000E+00
8.634E−03
1.738E−03
1.024E−03
1.073E−03
5.576E−04

95
5.451E−03
1.309E−02
1.704E−02
9.470E−03
0.000E+00
0.000E+00
4.007E−03
8.939E−03
3.172E−02
8.126E−03
1.535E−02
1.287E−02
1.953E−02

96
2.483E−03
3.826E−03
1.140E−02
0.000E+00
1.219E−02
4.470E−03
0.000E+00
4.470E−03
3.047E−02
4.063E−03
9.210E−03
4.831E−03
1.174E−02

97
2.980E−03
2.178E−03
0.000E+00
1.896E−02
4.063E−03
4.470E−03
0.000E+00
8.939E−03
8.059E−03
6.964E−03
8.183E−03
7.506E−03
3.905E−03

98
2.980E−03
4.910E−03
1.704E−02
1.896E−02
0.000E+00
2.235E−02
2.799E−02
2.235E−02
1.501E−02
9.865E−03
1.275E−02
1.614E−02
1.558E−02

99
1.083E−01
5.996E−02
1.113E−01
1.717E−01
1.496E−01
1.790E−01
2.256E−01
1.312E−01
7.762E−02
9.074E−02
1.167E−01
1.101E−01
4.537E−02

100
2.636E−02
2.784E−02
1.852E−02
2.747E−02
4.856E−02
9.700E−03
6.524E−02
2.918E−02
2.624E−02
4.598E−02
3.507E−02
3.384E−02
3.814E−02

101
1.251E−01
1.557E−01
2.477E−01
1.852E−01
2.784E−01
2.575E−01
1.655E−01
2.477E−01
1.188E−01
1.373E−01
1.349E−01
1.101E−01
1.533E−01

102
3.470E−01
4.807E−01
9.773E−01
5.212E−01
6.573E−01
1.086E+00
1.156E+00
1.093E+00
4.390E−01
9.074E−01
7.737E−01
9.978E−01
7.382E−01

103
1.557E−01
2.587E−01
2.036E−01
2.612E−01
2.465E−01
3.004E−01
2.256E−01
2.330E−01
1.410E−01
1.410E−01
2.048E−01
1.166E−01
2.170E−01

104
1.729E−01
1.839E−01
4.083E−01
2.673E−01
3.004E−01
3.973E−01
3.777E−01
3.593E−01
2.085E−01
3.446E−01
3.237E−01
3.765E−01
2.416E−01

105
6.499E−01
6.364E−01
1.533E+00
6.965E−01
1.045E+00
1.300E+00
1.126E+00
1.349E+00
6.291E−01
1.300E+00
1.129E+00
1.193E+00
1.096E+00

106
1.471E−01
1.594E−01
1.688E−01
1.950E−01
1.582E−01
2.036E−01
2.256E−01
1.116E−01
1.263E−01
2.085E−01
2.085E−01
1.790E−01
8.596E−02

107
1.002E−01
8.719E−02
2.232E−01
1.508E−01
1.631E−01
1.643E−01
2.134E−01
1.754E−01
1.113E−01
1.962E−01
1.239E−01
1.300E−01
8.289E−02

108
1.741E−01
1.459E−01
3.458E−01
2.845E−01
2.735E−01
1.557E−01
1.778E−01
1.459E−01
1.145E−01
1.839E−01
1.422E−01
1.594E−01
1.373E−01

109
2.158E−03
3.556E−03
0.000E+00
3.433E−03
0.000E+00
4.856E−03
4.353E−03
9.712E−03
4.378E−03
6.303E−03
5.003E−03
5.825E−03
1.210E−02

110
2.968E−02
3.973E−02
6.180E−03
0.000E+00
8.817E−03
1.459E−02
0.000E+00
0.000E+00
1.570E−02
1.263E−02
1.950E−02
9.319E−03
2.121E−02

111
1.778E−02
1.606E−02
6.180E−03
3.433E−03
1.324E−02
9.700E−03
0.000E+00
0.000E+00
2.195E−02
1.386E−02
1.950E−02
6.990E−03
1.570E−02

112
1.186E−02
1.545E−02
0.000E+00
3.433E−03
1.766E−02
0.000E+00
4.353E−03
4.856E−03
6.254E−03
6.928E−03
1.496E−02
5.825E−03
1.508E−02

113
1.078E−03
3.556E−03
0.000E+00
3.433E−03
0.000E+00
0.000E+00
0.000E+00
4.856E−03
5.628E−03
1.888E−03
7.223E−03
3.495E−03
8.473E−03

114
6.462E−03
8.302E−03
0.000E+00
0.000E+00
0.000E+00
0.000E+00
0.000E+00
9.712E−03
7.505E−03
9.454E−03
8.890E−03
4.660E−03
8.473E−03

115
9.160E−03
1.127E−02
0.000E+00
0.000E+00
0.000E+00
0.000E+00
0.000E+00
1.459E−02
1.126E−02
2.526E−03
1.001E−02
1.754E−03
8.473E−03

116
6.462E−03
8.302E−03
0.000E+00
0.000E+00
0.000E+00
0.000E+00
0.000E+00
0.000E+00
3.127E−03
3.777E−03
5.555E−03
4.083E−03
3.630E−03

117
1.398E−02
8.302E−03
0.000E+00
0.000E+00
0.000E+00
0.000E+00
0.000E+00
4.856E−03
1.251E−02
5.040E−03
1.275E−02
6.990E−03
1.150E−02

118
3.777E−03
4.746E−03
0.000E+00
0.000E+00
0.000E+00
0.000E+00
0.000E+00
4.856E−03
1.815E−02
6.303E−03
6.671E−03
9.908E−03
3.630E−03

119
4.316E−03
7.713E−03
6.180E−03
0.000E+00
4.414E−03
0.000E+00
0.000E+00
0.000E+00
8.755E−03
8.191E−03
9.454E−03
6.413E−03
1.029E−02

120
5.383E−03
3.556E−03
0.000E+00
3.433E−03
0.000E+00
0.000E+00
0.000E+00
0.000E+00
8.755E−03
5.677E−03
1.056E−02
5.825E−03
9.687E−03

121
2.360E−02
3.713E−03
7.747E−02
2.146E−02
5.521E−02
6.073E−02
2.182E−01
3.037E−02
5.877E−02
1.184E−02
4.871E−02
5.476E−02
2.654E−02

122
1.318E−01
1.042E−01
2.324E−01
1.077E−01
2.484E−01
3.945E−01
4.354E−01
2.128E−01
8.620E−02
1.104E−01
1.318E−01
1.968E−01
9.083E−02

123
1.941E+00
3.143E+00
4.800E+00
4.443E+00
5.165E+00
5.895E+00
5.004E+00
4.167E+00
2.137E+00
1.033E+00
2.556E+00
2.021E+00
3.206E+00

124
3.037E−02
1.487E−02
1.549E−01
2.146E−02
5.521E−02
3.037E−02
2.182E−01
3.037E−02
4.310E−02
1.576E−02
3.134E−02
4.381E−02
3.411E−02

125
2.360E−02
2.226E−02
3.874E−02
6.447E−02
8.281E−02
9.083E−02
1.362E−01
1.211E−01
1.140E−01
3.945E−02
5.565E−02
9.528E−02
2.271E−02

126
1.042E+00
3.010E−01
4.648E−01
1.051E+00
1.158E+00
7.898E−01
1.256E+00
4.559E−01
7.088E−01
4.265E−01
8.005E−01
9.706E−01
2.012E−01

127
1.870E+00
1.122E+00
1.897E+00
3.544E+00
3.811E+00
3.063E+00
3.865E+00
2.004E+00
1.701E+00
9.795E−01
1.843E+00
1.674E+00
8.905E−01

128
1.523E+00
3.241E+00
3.909E+00
3.820E+00
4.800E+00
8.593E+00
4.114E+00
3.286E+00
1.790E+00
1.113E+00
1.558E+00
1.656E+00
2.725E+00

129
2.360E−02
2.600E−02
2.324E−01
8.593E−02
5.521E−02
1.211E−01
1.630E−01
1.211E−01
5.877E−02
5.129E−02
5.565E−02
7.293E−02
4.550E−02

130
1.512E+01
5.681E+00
5.378E+00
3.963E+01
2.656E+01
7.747E+00
1.407E+01
1.051E+01
6.580E+00
3.740E+00
7.996E+00
1.265E+01
3.330E+00

131
1.421E+01
7.159E+00
6.082E+00
2.799E+01
1.451E+01
2.431E+00
1.273E+01
7.533E+00
4.978E+00
2.565E+00
3.161E+00
5.530E+00
2.609E+00

132
5.396E−02
2.600E−02
3.874E−01
2.146E−02
8.281E−02
0.000E+00
8.166E−02
3.037E−02
2.743E−02
9.884E−02
9.439E−02
6.207E−02
1.095E−01

133
3.375E−02
2.226E−02
3.874E−02
4.292E−02
5.521E−02
3.037E−02
1.362E−01
6.073E−02
1.959E−02
2.369E−02
1.736E−02
1.825E−02
1.897E−02

134
1.015E−02
1.113E−02
7.747E−02
4.292E−02
2.760E−02
3.037E−02
2.725E−02
3.037E−02
1.567E−02
1.977E−02
2.440E−02
2.921E−02
4.924E−02

135
6.750E−03
1.861E−02
0.000E+00
0.000E+00
2.760E−02
3.037E−02
0.000E+00
9.083E−02
1.175E−02
7.890E−03
1.736E−02
1.460E−02
1.514E−02

136
1.015E−02
7.427E−03
1.549E−01
0.000E+00
5.521E−02
0.000E+00
2.725E−02
0.000E+00
1.959E−02
3.945E−03
1.736E−02
1.825E−02
1.514E−02

137
4.720E−02
4.452E−02
1.549E−01
8.593E−02
8.281E−02
1.825E−01
8.166E−02
9.083E−02
7.053E−02
8.281E−02
4.524E−02
4.381E−02
7.578E−02

138
1.683E−02
1.487E−02
3.874E−02
2.146E−02
1.104E−01
9.083E−02
2.725E−02
6.073E−02
5.485E−02
3.553E−02
2.440E−02
3.286E−02
2.654E−02

139
1.318E−01
2.084E−01
1.354E+00
6.011E−01
4.141E−01
6.679E−01
4.898E−01
2.734E−01
3.250E−01
1.024E−01
1.567E−01
2.119E−01
2.956E−01

140
1.042E−01
1.487E−01
3.099E−01
1.932E−01
2.208E−01
3.339E−01
2.182E−01
6.073E−02
1.371E−01
2.369E−02
1.077E−01
1.024E−01
2.235E−01

141
5.735E−02
1.113E−02
2.707E−01
1.719E−01
2.760E−02
1.211E−01
1.086E−01
6.073E−02
3.134E−02
7.890E−02
4.176E−02
4.381E−02
6.821E−02

142
6.750E−03
7.427E−03
0.000E+00
0.000E+00
0.000E+00
0.000E+00
5.441E−02
6.073E−02
7.836E−03
3.945E−03
1.042E−02
1.460E−02
1.140E−02

143
6.750E−03
0.000E+00
3.874E−02
0.000E+00
2.760E−02
0.000E+00
5.441E−02
0.000E+00
2.351E−02
1.977E−02
1.042E−02
2.556E−02
1.514E−02

144
2.360E−02
3.713E−02
7.747E−02
6.447E−02
2.760E−02
1.211E−01
0.000E+00
3.037E−02
1.567E−02
2.369E−02
4.871E−02
1.095E−02
2.654E−02

145
2.360E−02
1.487E−02
1.932E−01
2.146E−02
2.760E−02
6.073E−02
0.000E+00
6.073E−02
2.351E−02
1.184E−02
1.736E−02
3.286E−02
1.140E−02

146
1.621E−01
3.865E−01
2.324E−01
2.796E−01
4.969E−01
2.734E−01
2.725E−01
1.211E−01
1.843E−01
1.345E−01
1.354E−01
2.734E−01
4.889E−01

147
1.247E−01
1.077E−01
5.031E−01
1.932E−01
3.865E−01
5.165E−01
2.992E−01
1.825E−01
1.843E−01
8.281E−02
1.354E−01
1.603E−01
1.362E−01

148
3.678E−01
3.562E−01
6.198E−01
6.224E−01
6.625E−01
1.425E+00
8.166E−01
1.523E−01
4.265E−01
2.369E−01
3.028E−01
5.183E−01
2.654E−01

149
1.282E−01
5.939E−02
3.099E−01
1.932E−01
1.380E−01
2.128E−01
8.166E−02
1.211E−01
7.836E−02
5.922E−02
9.083E−02
1.318E−01
7.578E−02

150
2.360E−02
1.861E−02
2.707E−01
4.292E−02
5.521E−02
6.073E−02
8.166E−02
3.037E−02
9.439E−02
1.977E−02
2.084E−02
2.556E−02
4.550E−02

151
2.021E−02
1.861E−02
0.000E+00
0.000E+00
8.281E−02
3.037E−02
2.725E−02
0.000E+00
4.310E−02
1.576E−02
2.440E−02
2.191E−02
4.167E−02

152
4.381E−02
7.427E−03
7.747E−02
1.291E−01
1.104E−01
3.037E−02
2.725E−02
3.037E−02
1.567E−02
1.977E−02
3.829E−02
4.746E−02
1.514E−02

153
3.037E−02
7.427E−03
1.932E−01
4.292E−02
5.521E−02
6.073E−02
2.725E−02
6.073E−02
1.175E−02
1.977E−02
2.084E−02
2.921E−02
3.793E−03

154
1.683E−02
7.427E−03
1.158E−01
0.000E+00
2.760E−02
3.037E−02
5.441E−02
3.037E−02
1.175E−02
1.184E−02
3.482E−03
3.651E−03
1.897E−02

155
1.683E−02
1.487E−02
0.000E+00
6.447E−02
5.521E−02
3.037E−02
0.000E+00
3.037E−02
1.959E−02
1.184E−02
2.787E−02
1.825E−02
2.271E−02

156
3.811E−01
8.023E−01
4.256E−01
1.095E+00
6.073E−01
2.431E−01
2.449E−01
2.431E−01
3.286E−01
8.682E−02
1.701E−01
3.758E−01
4.702E−01

157
1.656E−01
2.974E−01
2.324E−01
3.224E−01
4.693E−01
2.128E−01
1.630E−01
6.073E−02
8.994E−02
9.439E−02
3.134E−02
2.084E−01
2.119E−01

158
3.206E−01
8.388E−01
4.648E−01
8.593E−01
5.521E−01
6.073E−01
4.630E−01
3.954E−01
2.627E−01
2.012E−01
2.440E−01
5.797E−01
7.961E−01

159
8.771E−02
1.897E−01
2.324E−01
1.719E−01
1.656E−01
9.083E−02
2.182E−01
9.083E−02
1.060E−01
1.024E−01
1.042E−01
1.567E−01
1.211E−01

160
4.381E−02
4.826E−02
1.158E−01
4.292E−02
5.521E−02
3.037E−02
2.725E−02
0.000E+00
4.310E−02
1.576E−02
3.482E−02
5.476E−02
2.654E−02

161
1.354E−02
2.226E−02
2.707E−01
6.447E−02
5.521E−02
1.523E−01
2.725E−01
6.073E−02
1.567E−02
3.945E−02
4.871E−02
3.651E−02
1.140E−02

162
2.360E−02
2.226E−02
1.874E−02
2.146E−02
0.000E+00
3.037E−02
8.166E−02
3.037E−02
1.175E−02
3.945E−03
2.440E−02
3.286E−02
3.793E−02

163
1.683E−02
1.487E−02
3.874E−02
2.146E−02
0.000E+00
0.000E+00
5.441E−02
0.000E+00
1.175E−02
1.977E−02
0.000E+00
5.111E−02
5.307E−02

164
6.750E−03
2.600E−02
3.874E−02
0.000E+00
2.760E−02
3.037E−02
2.725E−02
0.000E+00
1.175E−02
1.576E−02
3.482E−02
1.825E−02
2.654E−02

165
2.698E−02
1.487E−02
1.158E−01
2.146E−02
2.760E−02
0.000E+00
0.000E+00
0.000E+00
2.743E−02
2.760E−02
3.829E−02
3.651E−03
1.897E−02

166
7.756E−02
8.540E−02
1.549E−01
6.447E−02
1.104E−01
9.083E−02
8.166E−02
3.037E−02
6.269E−02
3.152E−02
2.787E−02
9.528E−02
4.167E−02

167
2.226E−01
6.723E−01
9.261E−01
6.011E−01
4.693E−01
3.037E−02
1.906E−01
1.211E−01
1.487E−01
9.083E−02
5.913E−02
2.734E−01
3.072E−01

168
9.795E−02
1.861E−01
7.747E−02
2.146E−01
1.104E−01
1.211E−01
2.725E−01
2.431E−01
1.060E−01
9.439E−02
8.005E−02
1.603E−01
1.362E−01

169
4.052E−02
7.801E−02
1.158E−01
6.447E−02
1.380E−01
6.073E−02
5.441E−02
9.083E−02
3.134E−02
3.152E−02
5.218E−02
4.746E−02
5.681E−02

170
1.683E−02
5.200E−02
0.000E+00
2.146E−02
0.000E+00
1.825E−01
2.725E−02
6.073E−02
4.310E−02
1.977E−02
3.134E−02
4.746E−02
7.961E−02

171
1.683E−02
2.600E−02
1.932E−01
0.000E+00
8.281E−02
9.083E−02
2.725E−02
0.000E+00
1.567E−02
1.977E−02
2.440E−02
5.476E−02
2.654E−02

172
8.363E−02
9.099E−02
9.601E−02
1.925E−01
1.717E−01
1.337E−01
2.955E−01
1.717E−01
7.554E−02
1.337E−01
6.229E−02
6.131E−02
6.781E−02

173
2.099E+00
2.679E+00
4.735E+00
3.996E+00
4.284E+00
6.126E+00
6.075E+00
6.201E+00
1.745E+00
2.410E+00
2.113E+00
1.858E+00
2.024E+00

174
3.580E+00
3.385E+00
6.063E+00
5.717E+00
5.729E+00
7.540E+00
5.401E+00
8.130E+00
2.654E+00
3.953E+00
3.693E+00
3.421E+00
3.307E+00

175
9.476E−01
7.394E−01
1.685E+00
2.073E+00
2.159E+00
2.425E+00
1.999E+00
1.942E+00
8.274E−01
8.952E−01
1.002E+00
8.179E−01
6.965E−01

176
2.186E+00
3.378E+00
5.162E+00
4.605E+00
6.292E+00
9.656E+00
7.023E+00
7.218E+00
1.917E+00
2.388E+00
2.564E+00
2.090E+00
1.991E+00

177
1.694E+00
1.646E+00
1.386E+00
3.286E+00
2.551E+00
2.133E+00
1.778E+00
2.214E+00
8.468E−01
1.407E+00
8.078E−01
1.093E+00
8.326E−01

178
2.980E−01
1.987E−01
2.502E−01
5.261E−01
5.972E−01
4.353E−01
3.863E−01
3.642E−01
1.582E−01
2.955E−01
2.158E−01
2.146E−01
9.086E−02

179
3.250E−02
2.097E−02
6.928E−02
7.100E−02
5.702E−02
9.197E−02
4.120E−02
4.598E−02
2.698E−02
2.661E−02
4.893E−02
2.060E−02
1.200E−02

180
1.208E−02
1.023E−02
6.928E−02
2.367E−02
7.223E−02
1.422E−01
9.001E−02
4.598E−02
1.888E−02
1.521E−02
2.440E−02
1.205E−02
1.096E−02

181
1.582E−02
1.226E−02
5.334E−03
2.661E−02
1.140E−02
1.251E−02
5.996E−02
8.363E−03
1.025E−02
1.631E−02
1.484E−02
1.557E−02
9.920E−03

182
9.099E−02
8.952E−02
1.925E−01
1.124E−01
1.521E−01
2.587E−01
2.403E−01
2.600E−01
6.634E−02
2.048E−01
1.221E−01
2.072E−01
9.651E−02

183
1.282E+00
1.189E+00
1.594E+00
9.050E−01
1.182E+00
1.324E+00
1.815E+00
1.582E+00
1.566E+00
2.366E+00
2.238E+00
2.730E+00
1.790E+00

184
1.488E+00
1.267E+00
1.496E+00
9.933E−01
9.651E−01
1.398E+00
1.557E+00
1.668E+00
1.408E+00
3.164E+00
2.265E+00
3.354E+00
2.072E+00

185
9.402E−01
7.799E−01
1.067E+00
6.536E−01
5.739E−01
1.032E+00
1.068E+00
9.454E−01
1.039E+00
2.033E+00
1.654E+00
2.339E+00
1.318E+00

186
1.976E+00
1.951E+00
2.218E+00
1.337E+00
1.324E+00
1.953E+00
1.974E+00
1.979E+00
2.310E+00
3.535E+00
3.397E+00
4.381E+00
2.484E+00

187
5.064E−01
3.998E−01
5.653E−01
4.083E−01
3.765E−01
3.850E−01
6.634E−01
4.562E−01
7.259E−01
6.585E−01
9.104E−01
1.032E+00
5.199E−01

188
4.414E−02
4.598E−02
8.535E−02
6.806E−02
8.363E−02
7.112E−02
1.161E−01
6.695E−02
6.953E−02
7.603E−02
9.871E−02
8.645E−02
4.120E−02

189
1.582E−02
8.179E−03
5.334E−03
1.484E−02
1.521E−02
1.668E−02
1.496E−02
1.251E−03
1.079E−02
2.771E−02
1.582E−02
4.868E−02
1.148E−02

190
1.508E−01
1.398E−01
7.468E−02
1.035E−01
9.503E−02
2.134E−01
1.533E−01
1.214E−01
2.146E−01
3.274E−01
2.256E−01
2.955E−01
1.754E−01

191
3.167E+00
3.851E+00
1.410E+00
1.839E+00
1.275E+00
1.239E+00
1.349E+00
1.410E+00
2.181E+00
3.531E+00
2.461E+00
4.972E+00
2.447E+00

192
7.823E−01
8.535E−01
3.090E−01
4.611E−01
2.968E−01
4.010E−01
4.267E−01
3.728E−01
5.849E−01
1.037E+00
9.041E−01
1.370E+00
4.807E−01

193
6.830E−02
7.468E−02
1.174E−01
7.983E−02
1.102E−01
1.213E−01
1.913E−01
1.337E−01
9.552E−02
1.398E−01
1.803E−01
1.729E−01
6.524E−02

194
5.346E−02
5.469E−02
2.882E−01
4.733E−02
1.178E−01
2.170E−01
1.459E−01
1.925E−01
7.174E−02
1.064E−01
1.198E−01
1.186E−01
7.051E−02

195
2.882E−02
3.985E−02
1.655E−01
8.878E−03
6.842E−02
8.780E−02
5.616E−02
7.529E−02
3.397E−02
3.483E−02
4.500E−02
4.574E−02
3.237E−02

196
2.085E−01
1.766E−01
1.120E−01
1.275E−01
1.410E−01
2.931E−02
1.422E−01
7.946E−02
1.508E−01
1.055E−01
1.300E−01
1.717E−01
1.018E−01

197
1.557E−01
1.251E−01
4.267E−02
6.217E−02
3.801E−02
3.765E−02
3.752E−02
7.112E−02
1.079E−01
1.071E−01
9.442E−02
1.251E−01
7.357E−02

198
5.346E−02
5.015E−02
5.334E−02
8.878E−03
4.942E−02
6.278E−02
3.004E−02
1.668E−02
7.603E−02
9.234E−02
8.719E−02
1.015E−01
4.807E−02

199
1.901E−02
8.486E−02
1.337E−01
5.910E−03
4.942E−02
1.088E−01
8.240E−02
7.112E−02
1.373E−01
2.514E−01
2.391E−01
2.465E−01
1.373E−01

200
2.968E−02
4.500E−02
9.062E−02
2.955E−03
7.223E−02
8.780E−02
6.376E−02
7.112E−02
6.683E−02
1.386E−01
1.312E−01
1.226E−01
5.371E−02

201
3.581E−02
4.500E−02
1.386E−01
1.484E−02
4.562E−02
6.695E−02
4.500E−02
8.363E−02
3.397E−02
6.303E−02
4.746E−02
5.028E−02
3.397E−02

202
1.864E−03
6.646E−03
1.594E−02
0.000E+00
1.521E−02
2.097E−02
1.124E−02
8.363E−03
1.133E−02
7.063E−03
1.386E−02
1.055E−02
6.266E−03

203
1.398E−03
0.000E+00
5.334E−03
8.878E−03
0.000E+00
4.181E−03
0.000E+00
0.000E+00
2.158E−03
1.086E−03
4.795E−04
0.000E+00
1.570E−03

204
1.864E−03
8.694E−03
5.334E−03
5.910E−03
1.140E−02
1.668E−02
7.492E−03
4.181E−03
9.172E−03
9.234E−03
7.186E−03
9.540E−03
8.351E−03

205
1.398E−03
5.113E−04
5.334E−03
0.000E+00
0.000E+00
4.181E−03
3.752E−03
0.000E+00
5.395E−04
0.000E+00
0.000E+00
0.000E+00
5.224E−04

206
3.716E−03
1.741E−02
5.334E−03
2.955E−03
1.901E−02
1.251E−02
1.876E−02
2.514E−02
1.937E−02
1.741E−02
1.435E−02
1.655E−02
1.361E−02

207
4.647E−03
4.096E−03
1.067E−02
5.910E−03
0.000E+00
4.181E−03
1.124E−02
4.181E−03
0.000E+00
1.086E−03
9.577E−04
0.000E+00
1.044E−03

208
1.398E−03
2.563E−03
1.067E−02
0.000E+00
0.000E+00
0.000E+00
0.000E+00
1.251E−02
1.619E−03
3.262E−03
4.316E−03
4.022E−03
3.127E−03

209
9.295E−04
1.023E−03
0.000E+00
2.955E−03
0.000E+00
0.000E+00
0.000E+00
0.000E+00
1.079E−03
5.432E−04
0.000E+00
0.000E+00
0.000E+00

210
1.398E−03
0.000E+00
0.000E+00
5.910E−03
0.000E+00
0.000E+00
3.752E−03
8.363E−03
0.000E+00
0.000E+00
0.000E+00
0.000E+00
5.224E−04

211
1.398E−03
5.113E−04
0.000E+00
0.000E+00
0.000E+00
0.000E+00
0.000E+00
8.363E−03
0.000E+00
0.000E+00
4.795E−04
1.004E−03
5.224E−04

212
1.864E−03
0.000E+00
0.000E+00
2.955E−03
0.000E+00
4.181E−03
7.492E−03
4.181E−03
1.079E−03
0.000E+00
0.000E+00
5.028E−04
0.000E+00

213
9.295E−04
0.000E+00
0.000E+00
2.955E−03
0.000E+00
8.363E−03
0.000E+00
0.000E+00
5.395E−03
2.722E−03
1.435E−03
2.011E−03
2.612E−03

214
2.784E−03
3.581E−03
5.334E−03
1.183E−02
3.801E−03
0.000E+00
0.000E+00
8.363E−03
3.237E−03
3.801E−03
2.391E−03
5.028E−04
1.570E−03

215
2.318E−03
0.000E+00
5.334E−03
2.955E−03
0.000E+00
8.363E−03
0.000E+00
8.363E−03
1.079E−03
1.086E−03
0.000E+00
5.028E−04
0.000E+00

216
9.295E−04
1.023E−03
0.000E+00
0.000E+00
0.000E+00
4.181E−03
0.000E+00
0.000E+00
0.000E+00
1.086E−03
4.795E−04
5.028E−04
5.224E−04

217
9.295E−04
1.533E−03
0.000E+00
0.000E+00
0.000E+00
0.000E+00
0.000E+00
4.181E−03
1.619E−03
2.722E−03
3.360E−03
5.028E−04
5.224E−04

218
1.463E+00
1.309E+00
2.320E+00
1.741E+00
2.452E+00
2.333E+00
3.943E+00
2.611E+00
2.202E+00
2.967E+00
2.756E+00
2.828E+00
2.082E+00

219
1.251E−02
1.023E−02
1.594E−02
1.183E−02
1.901E−02
3.348E−02
4.120E−02
2.514E−02
2.857E−02
2.882E−02
2.305E−02
2.869E−02
2.036E−02

220
1.985E+00
1.689E+00
1.456E+00
1.633E+00
1.600E+00
1.908E+00
2.260E+00
1.798E+00
1.140E+00
2.515E+00
1.349E+00
1.477E+00
1.168E+00

221
5.992E+01
5.837E+01
6.224E+01
5.344E+01
6.588E+01
7.724E+01
6.647E+01
6.941E+01
5.735E+01
5.531E+01
6.293E+01
5.066E+01
4.858E+01

222
6.100E+01
3.657E+01
5.764E+01
7.134E+01
6.301E+01
7.030E+01
4.409E+01
5.055E+01
5.200E+01
3.078E+01
3.651E+01
3.825E+01
2.367E+01

223
3.111E+01
2.842E+01
2.860E+01
3.350E+01
3.870E+01
3.381E+01
3.286E+01
3.140E+01
2.702E+01
2.479E+01
2.526E+01
1.800E+01
2.217E+01

224
2.320E+01
1.824E+01
2.681E+01
2.041E+01
2.394E+01
3.064E+01
2.470E+01
2.356E+01
2.207E+01
1.934E+01
1.594E+01
1.902E+01
1.465E+01

225
2.620E+01
2.836E+01
1.477E+01
2.807E+01
2.397E+01
9.746E+00
1.159E+01
2.008E+01
1.225E+01
1.208E+01
8.560E+00
1.640E+01
1.889E+01

226
1.415E+01
9.287E+00
5.758E+00
1.546E+01
9.178E+00
1.334E+00
5.450E+00
7.194E+00
5.896E+00
2.421E+00
2.215E+00
3.927E+00
2.671E+00

227
4.572E+00
2.724E+00
1.758E+00
4.303E+00
3.584E+00
1.359E+00
2.092E+00
2.183E+00
2.061E+00
1.755E+00
1.124E+00
1.674E+00
1.187E+00

228
3.334E−01
3.410E−01
4.528E−01
3.837E−01
5.122E−01
3.293E−01
6.231E−01
3.661E−01
3.672E−01
4.257E−01
3.119E−01
2.770E−01
2.633E−01

229
3.829E−01
3.769E−01
5.104E−01
4.322E−01
5.328E−01
3.734E−01
7.016E−01
4.134E−01
4.245E−01
4.336E−01
3.136E−01
2.779E−01
2.669E−01

230
3.265E+01
5.138E+01
3.612E+01
4.249E+01
4.163E+01
3.974E+01
3.000E+01
4.195E+01
3.740E+01
2.325E+01
3.864E+01
2.084E+01
4.820E+01

231
4.288E+00
6.845E+00
4.559E+00
5.348E+00
4.768E+00
3.566E+00
4.627E+00
4.726E+00
4.820E+00
3.525E+00
3.969E+00
3.105E+00
5.915E+00

232
1.735E+00
1.718E+00
2.278E+00
2.079E+00
2.174E+00
1.607E+00
1.785E+00
1.886E+00
1.673E+00
1.303E+00
1.610E+00
1.201E+00
1.444E+00

233
5.211E+00
5.220E+00
6.351E+00
5.293E+00
5.221E+00
6.313E+00
6.442E+00
5.473E+00
5.248E+00
5.979E+00
4.581E+00
4.385E+00
6.194E+00

234
1.570E+01
2.395E+01
2.000E+01
1.562E+01
1.572E+01
1.868E+01
2.161E+01
2.001E+01
1.275E+01
2.503E+01
1.512E+01
1.292E+01
2.587E+01

235
9.848E+00
1.752E+01
1.015E+01
8.300E+00
8.019E+00
7.561E+00
8.570E+00
1.198E+01
8.522E+00
8.909E+00
1.080E+01
8.224E+00
1.882E+01

236
7.452E−01
2.978E−01
6.628E−01
6.447E−01
6.205E−01
6.127E−01
9.900E−01
4.767E−01
1.068E+00
6.413E−01
9.140E−01
7.851E−01
4.981E−01

237
6.193E+00
1.698E+00
3.170E+00
5.000E+00
3.895E+00
3.103E+00
4.777E+00
2.806E+00
6.742E+00
3.695E+00
5.273E+00
6.476E+00
1.895E+00

238
6.486E+00
5.194E+00
5.739E+00
6.285E+00
5.943E+00
5.156E+00
5.805E+00
5.939E+00
6.289E+00
6.574E+00
6.595E+00
5.524E+00
7.075E+00

239
1.076E+00
1.216E+00
1.518E+00
1.157E+00
1.247E+00
9.341E−01
1.089E+00
1.141E+00
1.259E+00
1.158E+00
1.345E+00
1.252E+00
1.507E+00

240
5.658E+00
5.519E+00
1.749E+01
4.967E+00
1.009E+01
2.875E+01
1.684E+01
1.320E+01
1.562E+01
2.298E+01
2.102E+01
1.980E+01
8.611E+00

241
2.136E+02
1.800E+02
2.179E+02
2.163E+02
2.168E+02
2.643E+02
2.370E+02
2.246E+02
2.592E+02
2.402E+02
2.603E+02
2.608E+02
1.974E+02

242
1.446E+02
1.550E+02
1.395E+02
1.288E+02
1.494E+02
1.327E+02
1.954E+02
1.655E+02
1.444E+02
1.958E+02
1.918E+02
1.513E+02
1.754E+02

243
1.383E+01
1.622E+01
1.240E+01
1.158E+01
1.347E+01
1.148E+01
1.752E+01
1.517E+01
1.227E+01
1.846E+01
1.777E+01
1.326E+01
1.688E+01

244
1.327E+01
8.047E+00
5.038E+00
1.483E+01
1.123E+01
3.453E+00
6.479E+00
8.969E+00
9.647E+00
7.533E+00
9.638E+00
1.063E+01
9.378E+00

245
6.163E+00
2.644E+00
3.293E+00
5.606E+00
4.566E+00
3.750E+00
4.292E+00
3.425E+00
6.275E+00
4.958E+00
5.947E+00
5.886E+00
3.276E+00

246
5.937E+00
3.693E+00
7.301E+00
5.237E+00
5.824E+00
7.425E+00
6.668E+00
4.521E+00
8.240E+00
6.475E+00
7.118E+00
1.064E+01
5.302E+00

247
3.903E+00
4.273E+00
5.348E+00
4.101E+00
4.774E+00
3.174E+00
4.606E+00
3.479E+00
4.764E+00
4.597E+00
4.422E+00
6.433E+00
3.787E+00

248
9.786E+01
1.123E+02
4.973E+01
8.185E+01
7.731E+01
4.342E+01
6.519E+01
7.686E+01
6.441E+01
9.277E+01
5.738E+01
1.159E+02
1.173E+02

249
6.405E+01
5.071E+01
4.664E+01
5.525E+01
5.988E+01
6.100E+01
7.672E+01
5.058E+01
6.479E+01
8.280E+01
5.839E+01
9.113E+01
4.841E+01

250
1.289E+02
7.514E+01
1.233E+02
1.162E+02
1.141E+02
1.361E+02
1.326E+02
1.037E+02
1.393E+02
1.336E+02
1.098E+02
1.603E+02
7.804E+01

251
4.308E+01
3.563E+01
6.222E+01
3.960E+01
4.616E+01
5.926E+01
6.636E+01
4.782E+01
5.046E+01
6.617E+01
5.449E+01
5.787E+01
3.729E+01

252
2.721E+00
2.633E+00
4.219E+00
2.551E+00
2.943E+00
3.424E+00
4.265E+00
3.084E+00
3.571E+00
4.551E+00
3.771E+00
3.779E+00
2.697E+00

253
6.162E+00
2.772E+00
2.190E+00
5.164E+00
3.819E+00
1.398E+00
3.064E+00
3.123E+00
4.334E+00
2.381E+00
3.350E+00
3.304E+00
2.615E+00

254
1.240E+01
7.686E+00
4.642E+00
1.181E+01
8.143E+00
4.017E+00
5.091E+00
7.159E+00
8.231E+00
7.598E+00
7.988E+00
8.538E+00
1.011E+01

255
9.363E+00
7.401E+00
4.532E+00
9.204E+00
8.021E+00
3.725E+00
4.948E+00
6.302E+00
8.082E+00
7.837E+00
7.854E+00
9.439E+00
9.584E+00

256
2.576E+00
2.197E+00
2.465E+00
2.561E+00
2.791E+00
2.608E+00
3.014E+00
2.208E+00
3.495E+00
3.498E+00
3.454E+00
5.615E+00
3.418E+00

257
4.302E+00
4.917E+00
5.467E+00
5.063E+00
5.293E+00
4.038E+00
5373E+00
4.361E+00
5.943E+00
4.420E+00
5.389E+00
5.101E+00
3.900E+00

258
4.370E+01
2.466E+01
1.421E+01
2.684E+01
2.174E+01
1.038E+01
2.390E+01
1.890E+01
2.075E+01
2.995E+01
1.396E+01
3.086E+01
1.959E+01

259
5.411E+01
5.412E+01
3.008E+01
4.321E+01
4.046E+01
2.273E+01
3.516E+01
3.808E+01
3.477E+01
5.734E+01
2.524E+01
6.912E+01
5.878E+01

260
3.307E+01
3.061E+01
3.256E+01
3.084E+01
3.239E+01
2.847E+01
3.874E+01
3.211E+01
3.237E+01
4.360E+01
3.378E+01
4.350E+01
3.568E+01

261
2.795E+01
4.035E+01
4.099E+01
3.394E+01
3.292E+01
3.672E+01
3.013E+01
3.621E+01
3.279E+01
2.811E+01
3.839E+01
2.442E+01
4.065E+01

262
9.758E+00
1.299E+01
1.815E+01
1.201E+01
1.339E+01
1.505E+01
1.283E+01
1.349E+01
1.358E+01
1.362E+01
1.367E+01
1.147E+01
8.509E+00

263
4.050E+00
2.326E+00
1.723E+00
3.466E+00
2.594E+00
1.068E+00
2.037E+00
1.904E+00
3.151E+00
1.888E+00
2.041E+00
2.998E+00
1.857E+00

264
3.378E+00
2.079E+00
2.253E+00
2.778E+00
2.631E+00
2.551E+00
2.809E+00
2.300E+00
3.251E+00
2.613E+00
2.629E+00
4.297E+00
2.873E+00

265
2.217E+00
1.816E+00
1.696E+00
1.870E+00
2.100E+00
1.503E+00
2.020E+00
1.812E+00
2.385E+00
2.663E+00
2.568E+00
3.242E+00
2.458E+00

266
9.203E−01
1.117E+00
2.903E+00
8.333E−01
1.689E+00
3.330E+00
2.223E+00
1.826E+00
2.181E+00
2.918E+00
2.940E+00
3.110E+00
2.398E+00

267
1.005E+00
1.671E+00
3.296E+00
1.082E+00
1.663E+00
2.365E+00
1.881E+00
1.634E+00
2.104E+00
2.319E+00
2.530E+00
2.486E+00
2.098E+00

268
2.095E+01
1.325E+01
7.325E+00
1.257E+01
8.937E+00
1.979E+00
1.068E+01
8.744E+00
1.098E+01
7.977E+00
4.352E+00
1.244E+01
6.332E+00

269
9.321E+00
6.753E+00
7.157E+00
5.204E+00
7.293E+00
4.816E+00
1.024E+01
7.408E+00
7.475E+00
9.645E+00
6.262E+00
9.829E+00
5.163E+00

270
2.770E+00
2.454E+00
3.284E+00
1.837E+00
2.967E+00
2.945E+00
4.975E+00
2.976E+00
3.098E+00
6.359E+00
3.607E+00
5.032E+00
3.011E+00

271
1.379E+01
1.521E+01
1.399E+01
1.493E+01
1.730E+01
1.327E+01
1.399E+01
1.744E+01
1.388E+01
1.049E+01
1.390E+01
7.605E+00
1.739E+01

272
7.977E+01
1.170E+02
1.005E+02
1.125E+02
1.104E+02
9.889E+01
7.717E+01
1.132E+02
8.946E+01
5.628E+01
9.411E+01
5.079E+01
1.211E+02

273
8.314E+01
1.235E+02
9.695E+01
1.098E+02
1.154E+02
9.669E+01
7.652E+01
1.156E+02
9.848E+01
6.327E+01
1.047E+02
5.886E+01
1.342E+02

274
1.247E+01
2.378E+01
1.583E+01
1.789E+01
1.681E+01
1.425E+01
1.083E+01
1.641E+01
1.471E+01
9.051E+00
1.430E+01
8.728E+00
2.178E+01

275
4.948E−01
5.437E−01
1.190E+00
5.843E−01
5.672E−01
9.052E−01
5.730E−01
7.139E−01
7.207E−01
7.096E−01
6.175E−01
5.757E−01
6.650E−01

276
8.223E+00
1.053E+01
1.308E+01
8.807E+00
9.708E+00
1.307E+01
9.867E+00
1.097E+01
8.105E+00
8.430E+00
8.045E+00
4.419E+00
1.295E+01

277
1.877E+01
3.864E+01
3.763E+01
2.458E+01
2.281E+01
3.549E+01
1.899E+01
2.821E+01
1.826E+01
1.720E+01
1.818E+01
1.220E+01
4.254E+01

278
1.868E+01
3.858E+01
3.467E+01
2.241E+01
2.228E+01
3.367E+01
1.812E+01
2.673E+01
1.828E+01
1.741E+01
1.852E+01
1.234E+01
4.244E+01

279
5.585E+00
1.318E+01
9.798E+00
5.558E+00
5.278E+00
6.737E+00
7.012E+00
8.099E+00
4.258E+00
9.086E+00
5.007E+00
4.895E+00
1.175E+01

280
4.543E+00
3.824E+00
7.699E+00
4.534E+00
5.482E+00
9.372E+00
7.069E+00
6.036E+00
6.753E+00
7.911E+00
7.518E+00
5.948E+00
5.120E+00

281
1.227E+02
9.701E+01
1.118E+02
1.099E+02
1.084E+02
1.229E+02
1.190E+02
1.102E+02
1.279E+02
1.240E+02
1.330E+02
1.387E+02
1.008E+02

282
1.052E+02
8.395E+01
9.493E+01
9.753E+01
9.607E+01
1.042E+02
1.051E+02
9.536E+01
1.092E+02
1.076E+02
1.140E+02
1.185E+02
8.795E+01

283
4.502E+01
4.946E+01
3.694E+01
3.575E+01
4.211E+01
3.598E+01
5.848E+01
4.814E+01
3.952E+01
6.169E+01
5.711E+01
4.290E+01
5.523E+01

284
5.700E+00
5.795E+00
6.666E+00
6.768E+00
6.882E+00
4.066E+00
5.772E+00
4.615E+00
6.591E+00
4.411E+00
5.436E+00
6.581E+00
4.041E+00

285
8.366E+01
6.247E+01
8.309E+01
7.536E+01
6.983E+01
7.471E+01
7.471E+01
6.359E+01
8.517E+01
7.826E+01
6.887E+01
8.484E+01
5.402E+01

286
6.162E+01
5.088E+01
6.752E+01
6.072E+01
5.911E+01
5.924E+01
5.853E+01
5.383E+01
6.609E+01
6.132E+01
5.319E+01
6.586E+01
4.315E+01

287
7.917E+00
7.318E+00
1.093E+01
7.253E+00
8.486E+00
1.051E+01
1.203E+01
8.613E+00
8.901E+00
1.275E+01
9.820E+00
1.021E+01
7.424E+00

288
5.982E+01
8.304E+01
7.870E+01
6.915E+01
6.263E+01
6.759E+01
5.237E+01
7.015E+01
5.893E+01
4.675E+01
6.836E+01
4.296E+01
8.315E+01

289
4.567E+01
6.724E+01
6.267E+01
5.966E+01
5.125E+01
5.377E+01
4.148E+01
5.659E+01
4.823E+01
3.806E+01
5.461E+01
3.402E+01
6.830E+01

290
2.152E+01
2.727E+01
2.550E+01
2.493E+01
2.219E+01
1.784E+01
1.726E+01
2.152E+01
2.409E+01
1.987E+01
2.242E+01
1.604E+01
1.864E+01

291
1.725E+01
2.233E+01
2.514E+01
2.571E+01
2.288E+01
1.854E+01
1.787E+01
2.215E+01
1.946E+01
1.668E+01
1.861E+01
1.340E+01
1.531E+01

292
1.674E+00
2.178E+00
3.570E+00
2.385E+00
2.716E+00
3.318E+00
2.808E+00
2.775E+00
2.528E+00
2.942E+00
2.623E+00
2.473E+00
1.618E+00

293
5.043E−01
1.155E+00
3.148E+00
5.819E−01
1.562E+00
3.719E+00
2.259E+00
2.095E+00
1.439E+00
2.322E+00
1.876E+00
1.976E+00
1.806E+00

294
1.396E+00
1.203E+00
2.677E+00
2.057E+00
2.536E+00
3.677E+00
3.428E+00
2.667E+00
1.948E+00
3.502E+00
2.516E+00
2.957E+00
1.637E+00

295
1.408E+00
1.237E+00
2.696E+00
2.207E+00
2.494E+00
3.873E+00
3.351E+00
2.674E+00
1.938E+00
3.565E+00
2.543E+00
2.910E+00
1.601E+00

296
9.250E−01
8.695E−01
1.480E+00
1.215E+00
1.655E+00
1.834E+00
2.322E+00
1.818E+00
1.141E+00
2.715E+00
1.797E+00
1.642E+00
1.296E+00

297
2.347E−01
5.121E−01
4.493E−01
4.476E−01
4.599E−01
4.654E−01
3.037E−01
4.897E−01
2.502E−01
1.347E−01
2.444E−01
1.163E−01
3.897E−01

298
1.255E−02
3.733E−02
2.746E−02
1.828E−02
2.360E−02
2.832E−02
1.186E−02
2.188E−02
1.045E−02
4.848E−03
5.642E−03
3.754E−03
2.014E−02

299
5.771E−02
2.998E−01
2.880E−01
9.761E−02
1.109E−01
2.748E−01
1.068E−01
1.521E−01
6.264E−02
3.711E−02
5.771E−02
2.875E−02
2.589E−01

300
4.441E−03
2.488E−02
1.330E−02
5.556E−03
3.583E−03
9.868E−03
3.068E−03
6.500E−03
3.304E−03
4.376E−03
4.269E−03
1.255E−03
1.626E−02

301
5.149E−02
1.255E−01
1.418E−01
7.101E−02
6.157E−02
1.334E−01
6.972E−02
7.809E−02
4.913E−02
3.153E−02
4.870E−02
2.100E−02
1.223E−01

302
6.414E−03
9.975E−03
9.739E−03
7.144E−03
3.583E−03
7.229E−03
3.818E−03
1.182E−03
9.546E−03
2.049E−02
1.349E−02
1.725E−02
9.310E−03

303
2.181E−01
4.340E−01
3.943E−01
2.570E−01
2.130E−01
2.465E−01
2.544E−01
2.502E−01
2.544E−01
1.238E−01
2.092E−01
1.131E−01
2.503E−01

304
2.596E−03
4.441E−03
9.739E−03
8.731E−03
6.157E−03
5.921E−03
3.432E−03
5.921E−03
3.861E−03
1.251E−02
7.165E−03
1.098E−02
3.904E−03

305
2.698E−01
7.631E−01
6.655E−01
4.623E−01
3.824E−01
5.726E−01
3.542E−01
5.743E−01
3.370E−01
1.141E−01
4.023E−01
1.530E−01
6.456E−01

306
1.834E−02
7.551E−02
4.870E−02
3.025E−02
2.053E−02
2.767E−02
1.684E−02
4.205E−02
1.705E−02
6.264E−03
2.145E−02
9.718E−03
3.990E−02

307
1.665E+00
2.723E+00
1.806E+00
2.017E+00
1.690E+00
1.319E+00
1.677E+00
1.652E+00
1.732E+00
7.168E−01
1.418E+00
8.309E−01
8.402E−01

308
2.896E−02
5.964E−02
3.282E−02
3.647E−02
2.832E−02
1.841E−02
2.682E−02
3.668E−02
2.274E−02
1.111E−02
2.446E−02
1.270E−02
1.474E−02

309
3.818E−03
1.135E−02
4.441E−03
5.556E−03
3.583E−03
9.203E−03
3.432E−03
4.140E−03
4.033E−03
1.407E−03
2.381E−03
1.098E−03
7.272E−03

310
2.295E−03
2.617E−03
3.540E−03
3.969E−04
2.053E−03
6.564E−04
1.148E−03
2.360E−03
2.019E−03
9.375E−04
1.025E−03
1.098E−03
2.032E−03

311
1.223E−03
9.203E−04
8.860E−04
0.000E+00
5.127E−04
0.000E+00
3.818E−04
5.921E−04
1.100E−03
4.698E−04
0.000E+00
3.132E−04
0.000E+00

312
0.000E+00
1.534E−04
1.772E−03
0.000E+00
0.000E+00
0.000E+00
0.000E+00
0.000E+00
1.834E−04
1.564E−04
0.000E+00
3.132E−04
5.084E−04

313
1.154E−01
1.823E−01
2.137E−01
1.740E−01
1.504E−01
1.118E−01
6.586E−02
1.757E−01
1.639E−01
4.870E−02
1.261E−01
4.290E−02
1.888E−01

314
4.441E−03
6.757E−03
5.320E−03
7.551E−03
7.701E−03
7.229E−03
3.432E−03
5.921E−03
6.243E−03
2.338E−03
4.441E−03
1.255E−03
8.130E−03

315
2.682E−02
3.089E−02
3.625E−02
4.569E−02
2.574E−02
3.818E−02
1.491E−02
3.540E−02
3.540E−02
1.079E−02
2.360E−02
7.680E−03
3.776E−02

316
1.070E−03
1.075E−03
3.540E−03
1.191E−03
5.127E−04
2.639E−03
3.818E−04
1.182E−03
1.285E−03
1.564E−04
1.708E−04
6.264E−04
2.210E−03

317
2.467E−02
2.703E−02
2.832E−02
3.690E−02
2.403E−02
3.025E−02
1.875E−02
1.182E−03
2.467E−02
1.251E−02
1.828E−02
7.680E−03
2.210E−02

318
1.377E−03
1.995E−03
2.660E−03
1.590E−03
3.089E−03
2.639E−03
3.818E−04
2.360E−03
1.652E−03
2.188E−03
5.127E−04
7.830E−04
1.017E−03

319
2.266E−01
1.984E−01
2.667E−01
2.765E−01
2.134E−01
1.570E−01
1.231E−01
2.330E−01
2.596E−01
1.058E−01
1.517E−01
7.079E−02
1.540E−01

320
7.637E−04
1.382E−03
1.772E−03
3.969E−04
1.540E−03
0.000E+00
0.000E+00
5.921E−04
1.467E−03
0.000E+00
8.538E−04
1.568E−04
6.779E−04

321
1.823E−01
2.167E−01
3.039E−01
2.109E−01
1.847E−01
1.643E−01
9.975E−02
2.077E−01
1.959E−01
6.114E−02
1.560E−01
5.814E−02
2.143E−01

322
7.337E−03
8.431E−03
4.441E−03
9.139E−03
6.672E−03
7.894E−03
4.591E−03
7.101E−03
4.762E−03
1.720E−03
4.784E−03
2.038E−03
5.427E−03

323
2.673E−01
2.556E−01
3.465E−01
3.086E−01
2.946E−01
1.538E−01
1.656E−01
3.052E−01
2.718E−01
1.077E−01
1.815E−01
1.004E−01
1.431E−01

324
9.332E−03
1.075E−02
1.330E−02
1.111E−02
7.186E−03
3.282E−03
4.977E−03
1.064E−02
7.701E−03
3.282E−03
6.500E−03
3.604E−03
4.226E−03

325
9.031E−03
1.043E−02
1.772E−02
5.170E−03
3.583E−03
7.229E−03
4.205E−03
3.540E−03
1.285E−02
3.432E−03
3.583E−03
4.548E−03
1.100E−02

326
1.377E−03
1.227E−03
2.660E−03
7.937E−04
5.127E−04
1.971E−03
7.658E−04
0.000E+00
1.834E−03
3.132E−04
1.025E−03
6.264E−04
2.381E−03

327
1.133E−02
1.718E−02
9.739E−03
9.932E−03
6.157E−03
9.868E−03
4.977E−03
6.500E−03
1.467E−02
5.320E−03
7.337E−03
5.492E−03
2.381E−02

328
1.223E−03
1.688E−03
6.200E−03
0.000E+00
2.574E−03
6.564E−04
3.818E−04
5.921E−04
1.652E−03
3.132E−04
6.822E−04
7.830E−04
1.693E−03

329
4.736E−01
5.931E−01
6.141E−01
6.522E−01
6.647E−01
4.188E−01
2.276E−01
4.832E−01
4.714E−01
1.705E−01
3.816E−01
1.369E−01
5.451E−01

330
5.191E−03
8.431E−03
6.200E−03
5.556E−03
5.642E−03
2.639E−03
2.295E−03
2.960E−03
4.762E−03
2.660E−03
5.985E−03
1.881E−03
4.226E−03

331
3.068E−02
4.462E−02
5.663E−02
3.540E−02
2.510E−02
1.971E−02
9.568E−03
3.025E−02
3.990E−02
1.032E−02
1.999E−02
1.238E−02
4.376E−02

332
6.114E−04
1.841E−03
8.860E−04
0.000E+00
5.127E−04
1.315E−03
0.000E+00
0.000E+00
5.513E−04
4.698E−04
5.127E−04
7.830E−04
8.474E−04

333
1.652E−02
3.518E−02
2.746E−02
1.787E−02
1.283E−02
2.038E−02
7.272E−03
1.242E−02
2.338E−02
9.224E−03
1.349E−02
8.152E−03
2.510E−02

334
0.000E+00
3.068E−04
2.660E−03
3.969E−04
0.000E+00
1.971E−03
3.818E−04
0.000E+00
3.668E−04
0.000E+00
5.127E−04
9.396E−04
6.779E−04

335
4.870E−02
5.620E−02
7.894E−02
5.728E−02
4.205E−02
3.818E−02
1.759E−02
3.840E−02
5.213E−02
2.111E−02
3.475E−02
1.317E−02
4.419E−02

336
2.295E−03
3.990E−03
4.441E−03
2.789E−03
4.612E−03
1.971E−03
7.658E−04
3.540E−03
3.861E−03
2.188E−03
4.269E−03
3.604E−03
2.703E−03

337
8.667E−02
1.058E−01
1.392E−01
1.302E−01
1.165E−01
8.881E−02
4.162E−02
8.388E−02
8.667E−02
3.261E−02
7.337E−02
2.467E−02
1.154E−01

338
9.182E−04
2.446E−03
2.660E−03
1.986E−03
1.540E−03
1.971E−03
1.148E−03
4.741E−03
2.019E−03
1.251E−03
5.127E−04
4.698E−04
3.733E−03

339
5.213E−02
6.436E−02
6.736E−02
6.350E−02
4.312E−02
2.488E−02
1.798E−02
2.960E−02
6.135E−02
1.969E−02
3.540E−02
1.772E−02
4.290E−02

340
2.446E−03
2.917E−03
6.200E−03
4.762E−03
2.574E−03
3.947E−03
2.295E−03
1.774E−03
3.304E−03
1.251E−03
1.708E−03
7.830E−04
1.862E−03

341
3.368E−03
6.757E−03
1.418E−02
2.381E−03
6.157E−03
1.971E−03
7.658E−04
4.140E−03
5.513E−03
2.034E−03
2.553E−03
2.982E−03
5.921E−03

342
7.637E−04
4.612E−04
0.000E+00
7.937E−04
1.028E−03
0.000E+00
7.658E−04
0.000E+00
1.467E−03
3.132E−04
1.708E−04
6.264E−04
1.186E−03

343
5.964E−03
1.043E−02
3.540E−03
3.969E−03
2.574E−03
3.947E−03
3.818E−03
7.101E−03
6.243E−03
3.282E−03
5.814E−03
2.360E−03
7.272E−03

344
0.000E+00
0.000E+00
0.000E+00
3.969E−04
0.000E+00
0.000E+00
0.000E+00
0.000E+00
1.834E−04
0.000E+00
1.708E−04
1.568E−04
1.693E−04

CL
CM
CN
CO
CP
CQ
CR
CS
CT
CU
CV
CW
CX

1
14641
13814
13821
14630
14195
13768
14629
14627
13800
13620
13896
13698
14654

2
Late Malignant
Benign
Benign
Early
Late
Benign
Late
Late
Benign
Late
Benign
Early
Early Malignant

Malignant
Malignant

Malignant
Malignant

Malignant

Malignant

3
3
1
1
2
3
1
3
3
1
3
1
2
2

4
−1
−1
−1
−1
−1
−1
−1
−1
−1
−1
−1
−1
−1

5
8.104E−01
1.367E+00
2.164E+00
1.511E+00
1.507E+00
1.664E+00
1.305E+00
1.394E+00
1.973E+00
1.283E+00
1.139E+00
1.295E+00
9.052E−01

6
2.940E−01
2.972E−01
4.270E−01
4.989E−01
5.172E−01
4.592E−01
4.324E−01
4.217E−01
3.702E−01
2.446E−01
7.961E−02
6.277E−01
4.742E−01

7
1.212E−01
1.277E−01
1.749E−01
1.727E−01
1.631E−01
1.985E−01
1.685E−01
1.642E−01
1.524E−01
1.781E−01
3.809E−02
2.382E−01
1.395E−01

8
5.247E−01
1.582E+00
2.274E+00
1.855E+00
1.951E+00
6.459E−01
9.004E−01
1.216E+00
2.098E+00
6.789E−01
2.824E+00
8.774E−01
5.075E−01

9
1.180E−02
4.367E−02
3.197E−02
1.996E−02
1.674E−02
2.382E−02
1.298E−02
1.255E−02
1.996E−02
1.921E−02
3.026E−02
1.556E−02
1.996E−02

10
5.612E−03
7.532E−03
5.225E−03
3.219E−03
6.298E−03
8.927E−03
1.148E−02
7.994E−03
7.983E−03
7.822E−03
8.648E−04
8.283E−03
8.187E−03

11
3.369E−03
6.030E−03
3.262E−03
4.506E−03
5.590E−03
7.736E−03
8.616E−03
7.994E−03
7.189E−03
6.009E−03
8.648E−04
7.253E−03
7.157E−03

12
7.296E−03
1.055E−02
9.142E−03
3.863E−03
6.298E−03
2.972E−03
6.223E−03
1.137E−02
8.788E−03
5.408E−03
5.193E−03
6.212E−03
8.691E−03

13
1.010E−02
1.427E−02
2.092E−02
1.159E−02
2.446E−02
8.337E−03
6.706E−03
1.255E−02
2.082E−02
1.749E−02
3.112E−02
1.035E−02
7.157E−03

14
3.755E−02
5.880E−02
4.700E−02
6.695E−02
7.200E−02
5.837E−02
4.313E−02
4.624E−02
6.395E−02
4.270E−02
2.253E−02
4.871E−02
4.603E−02

15
3.369E−03
7.532E−04
1.309E−03
2.575E−03
1.116E−02
4.163E−03
2.393E−03
3.423E−03
7.983E−03
4.206E−03
5.193E−03
4.142E−03
2.049E−03

16
1.685E−03
3.015E−03
1.309E−03
0.000E+00
6.996E−04
1.191E−03
1.438E−03
5.708E−04
7.983E−04
2.403E−03
0.000E+00
2.586E−03
1.534E−03

17
7.350E−02
2.489E−02
1.309E−02
1.159E−02
1.395E−02
2.146E−02
1.298E−02
1.255E−02
1.277E−02
1.023E−02
6.921E−03
8.809E−03
1.223E−02

18
2.382E−01
8.659E−02
5.161E−02
3.090E−02
3.777E−02
6.545E−02
2.393E−02
4.742E−02
5.193E−02
3.970E−02
1.556E−02
4.303E−02
3.884E−02

19
1.384E−01
9.421E−02
1.277E−01
1.029E−01
8.112E−02
1.116E−01
6.652E−02
9.871E−02
1.039E−01
7.575E−02
7.006E−02
9.474E−02
6.084E−02

20
2.242E−03
0.000E+00
3.262E−03
6.438E−04
2.103E−03
1.781E−03
0.000E+00
0.000E+00
7.983E−04
0.000E+00
1.727E−03
1.035E−03
2.049E−03

21
1.738E−02
6.781E−03
2.092E−02
3.219E−03
1.049E−02
1.781E−02
3.348E−03
1.202E−02
1.202E−02
1.023E−02
4.324E−03
1.084E−02
1.588E−02

22
5.612E−04
5.279E−03
3.262E−03
1.931E−03
2.800E−03
2.382E−03
1.438E−03
1.137E−03
1.599E−03
1.803E−03
2.597E−03
2.586E−03
5.118E−04

23
2.747E−02
3.916E−02
3.069E−02
5.150E−02
4.056E−02
4.163E−02
2.103E−02
4.335E−02
4.238E−02
2.403E−02
3.541E−02
4.249E−02
2.865E−02

24
1.964E−01
8.358E−02
6.524E−02
5.794E−02
4.335E−02
8.927E−02
5.365E−02
8.616E−02
6.234E−02
7.275E−02
4.925E−02
6.781E−02
6.341E−02

25
7.854E−03
9.796E−03
1.170E−02
1.803E−02
8.391E−03
1.545E−02
1.298E−02
1.202E−02
1.277E−02
6.009E−03
1.470E−02
3.112E−02
1.588E−02

26
8.970E−03
2.940E−02
1.373E−02
2.189E−02
1.674E−02
1.727E−02
1.341E−02
1.481E−02
2.800E−02
1.084E−02
2.511E−02
2.017E−02
7.672E−03

27
1.685E−03
8.283E−03
6.524E−04
2.575E−03
2.800E−03
3.573E−03
3.348E−03
3.423E−03
3.991E−03
2.403E−03
6.921E−03
3.627E−03
2.554E−03

28
2.242E−02
2.414E−02
1.170E−02
2.382E−02
1.534E−02
2.564E−02
2.157E−02
2.167E−02
7.189E−03
2.103E−02
2.597E−02
3.315E−02
2.049E−02

29
3.026E−02
3.391E−02
3.455E−02
2.060E−02
3.079E−02
3.036E−02
1.964E−02
3.251E−02
2.639E−02
2.403E−02
2.253E−02
4.453E−02
4.345E−02

30
1.298E−01
7.682E−02
6.395E−02
5.086E−02
5.247E−02
6.964E−02
5.408E−02
7.768E−02
4.388E−02
9.378E−02
4.839E−02
6.266E−02
6.448E−02

31
8.133E−02
6.030E−02
4.174E−02
4.120E−02
5.590E−02
5.601E−02
2.779E−02
4.850E−02
5.193E−02
5.536E−02
4.152E−02
4.614E−02
2.511E−02

32
2.865E−02
5.655E−02
6.266E−02
4.635E−02
4.968E−02
2.972E−02
2.103E−02
6.223E−02
4.796E−02
2.951E−02
6.663E−02
3.734E−02
1.792E−02

33
7.296E−03
1.427E−02
1.695E−02
1.223E−02
1.191E−02
1.012E−02
9.582E−03
1.652E−02
6.395E−03
8.423E−03
2.071E−02
1.298E−02
1.277E−02

34
2.157E−01
7.350E−01
7.704E−01
4.592E−01
5.182E−01
3.938E−01
2.865E−01
3.938E−01
8.330E−01
4.292E−01
2.693E−01
3.283E−01
2.446E−01

35
5.268E−02
7.532E−02
4.378E−02
7.339E−02
8.530E−02
5.483E−02
7.039E−02
1.033E−01
8.788E−02
7.639E−02
5.880E−02
6.996E−02
4.914E−02

36
7.296E−03
8.283E−03
4.571E−03
4.506E−03
2.800E−03
3.573E−03
3.348E−03
3.423E−03
4.796E−03
1.202E−03
5.193E−03
6.212E−03
3.069E−03

37
1.127E−02
1.427E−02
1.567E−02
1.029E−02
1.674E−02
1.609E−02
7.661E−03
1.137E−02
1.513E−02
1.084E−02
8.648E−03
1.609E−02
1.996E−02

78
1.180E−02
3.015E−02
3.197E−02
1.352E−02
2.028E−02
2.972E−03
6.223E−03
1.888E−02
2.715E−02
1.867E−02
9.517E−03
1.448E−02
1.023E−02

39
4.313E−02
5.429E−02
4.378E−02
8.423E−02
7.618E−02
8.155E−02
8.476E−02
3.820E−02
3.991E−02
3.670E−02
7.436E−02
1.105E−01
5.833E−02

40
1.277E−01
1.127E−01
1.050E−01
6.953E−02
1.094E−01
1.481E−01
1.127E−01
1.631E−01
7.586E−02
1.459E−01
1.330E−01
1.792E−01
1.567E−01

41
1.631E−02
2.114E−02
2.876E−02
1.288E−02
1.888E−02
1.910E−02
1.005E−02
3.251E−02
1.996E−02
2.049E−02
2.682E−02
2.951E−02
1.685E−02

42
5.612E−04
4.517E−03
2.607E−03
1.931E−03
0.000E+00
5.955E−04
4.785E−04
1.137E−03
3.197E−03
0.000E+00
8.648E−04
2.586E−03
1.023E−03

43
4.707E−03
1.245E−02
1.690E−02
1.157E−02
1.577E−02
3.704E−03
6.198E−03
4.115E−03
1.111E−02
7.922E−03
1.286E−02
5.581E−03
4.784E−03

44
1.928E−01
6.882E−01
6.608E−01
5.373E−01
5.892E−01
3.094E−01
2.653E−01
3.341E−01
9.404E−01
3.521E−01
1.139E−01
2.690E−01
1.899E−01

45
8.899E−02
2.058E−01
2.081E−01
2.316E−01
2.301E−01
1.070E−01
1.062E−01
1.075E−01
2.510E−01
9.028E−02
5.555E−02
1.625E−01
1.062E−01

46
7.613E−02
2.252E−01
2.101E−01
2.219E−01
1.703E−01
7.896E−02
1.127E−01
9.696E−02
1.681E−01
1.114E−01
1.319E−01
1.013E−01
6.841E−02

47
1.608E−01
5.620E−01
5.130E−01
3.817E−01
4.987E−01
1.959E−01
1.877E−01
2.986E−01
7.850E−01
2.348E−01
9.285E−02
2.205E−01
1.358E−01

48
1.587E−02
4.475E−02
4.192E−02
7.793E−02
3.601E−02
2.572E−02
2.983E−02
2.135E−02
5.941E−02
1.700E−02
1.160E−02
2.346E−02
1.361E−02

49
8.333E−03
3.498E−02
2.623E−02
2.343E−02
2.549E−02
1.070E−02
1.217E−02
1.397E−02
3.524E−02
1.152E−02
6.636E−03
1.093E−02
6.867E−03

50
3.215E−03
1.011E−02
6.404E−03
8.024E−03
8.050E−03
2.701E−03
3.549E−03
3.421E−03
7.459E−03
2.726E−03
2.281E−03
2.598E−03
1.103E−03

51
2.129E−01
1.731E−01
1.319E−01
9.490E−02
1.404E−01
1.461E−01
1.371E−01
1.415E−01
6.173E−02
2.841E−01
1.427E−01
1.029E−01
1.828E−01

52
1.883E−03
5.967E−03
4.372E−03
1.852E−03
6.533E−03
1.713E−03
2.526E−03
1.641E−03
3.061E−03
2.726E−03
4.964E−03
2.482E−03
1.595E−03

53
3.601E−02
1.119E−01
1.109E−01
6.816E−02
6.944E−02
5.864E−02
3.961E−02
6.378E−02
1.237E−01
6.070E−02
5.067E−02
4.681E−02
3.987E−02

54
6.455E+00
4.073E+00
3.989E+00
4.304E+00
3.626E+00
6.014E+00
5.482E+00
5.407E+00
3.391E+00
4.299E+00
2.916E+00
6.060E+00
6.041E+00

55
7.104E−01
5.792E−01
4.645E−01
4.645E−01
4.569E−01
6.553E−01
6.070E−01
6.029E−01
3.448E−01
9.436E−01
4.532E−01
6.039E−01
5.906E−01

56
2.002E−01
1.430E−01
1.643E−01
1.685E−01
1.466E−01
2.146E−01
1.806E−01
1.849E−01
1.314E−01
1.287E−01
9.182E−02
2.103E−01
2.130E−01

57
4.408E+00
3.463E+00
2.715E+00
3.011E+00
2.471E+00
4.150E+00
3.716E+00
3.718E+00
2.040E+00
5.392E+00
2.795E+00
3.331E+00
3.223E+00

58
5.890E−02
1.024E−01
7.639E−02
8.436E−02
5.247E−02
4.707E−02
5.272E−02
4.784E−02
6.533E−02
5.272E−02
8.076E−02
4.707E−02
4.167E−02

59
6.584E−02
5.838E−02
4.578E−02
3.832E−02
3.446E−02
6.173E−02
5.915E−02
6.456E−02
3.472E−02
7.484E−02
4.141E−02
4.887E−02
5.453E−02

60
1.896E−02
4.630E−02
4.887E−02
3.112E−02
4.347E−02
2.454E−02
2.148E−02
3.292E−02
6.739E−02
2.675E−02
1.597E−02
2.397E−02
1.950E−02

61
1.206E+00
9.873E−01
8.681E−01
1.972E+00
8.052E−01
2.039E+00
2.486E+00
1.162E+00
7.664E−01
8.883E−01
1.633E+00
1.138E+00
1.195E+00

62
4.104E−01
2.696E−01
4.241E−01
3.450E−01
4.179E−01
3.862E−01
2.890E−01
3.849E−01
2.818E−01
3.360E−01
3.184E−01
8.689E−01
6.273E−01

63
1.209E−02
1.337E−02
1.268E−02
3.061E−02
1.124E−02
1.456E−02
1.790E−02
1.314E−02
1.800E−02
1.008E−02
1.265E−02
1.427E−02
8.822E−03

64
2.733E+00
1.509E+00
2.038E+00
1.403E+00
1.925E+00
2.012E+00
1.909E+00
2.602E+00
1.309E+00
1.791E+00
9.856E−01
3.070E+00
3.626E+00

65
1.317E−01
1.232E−01
1.571E−01
1.335E−01
1.512E−01
9.362E−02
1.034E−01
1.348E−01
1.551E−01
9.362E−02
7.047E−02
1.557E−01
1.425E−01

66
5.976E−01
4.269E−01
5.011E−01
3.402E−01
4.323E−01
3.987E−01
4.024E−01
6.077E−01
2.443E−01
6.669E−01
4.306E−01
6.265E−01
6.116E−01

67
5.967E−02
1.235E−01
1.237E−01
1.039E−01
1.034E−01
5.015E−02
5.195E−02
6.301E−02
9.156E−02
6.430E−02
4.810E−02
6.636E−02
5.144E−02

68
8.256E−02
2.042E−01
2.564E−01
1.160E−01
2.234E−01
9.388E−02
7.870E−02
1.554E−01
2.843E−01
1.340E−01
7.021E−02
1.260E−01
1.206E−01

69
4.399E−01
3.644E−01
4.075E−01
6.605E−01
3.703E−01
7.113E−01
9.011E−01
5.517E−01
3.157E−01
3.766E−01
5.656E−01
5.592E−01
5.873E−01

70
3.061E−02
4.115E−02
4.527E−02
7.742E−02
5.658E−02
3.421E−02
4.192E−02
3.678E−02
5.401E−02
2.451E−02
4.321E−02
3.446E−02
2.906E−02

71
8.616E−03
1.824E−02
1.878E−02
1.620E−02
1.759E−02
9.413E−03
6.996E−03
1.217E−02
1.973E−02
6.919E−03
3.318E−03
8.076E−03
8.462E−03

72
2.701E−03
3.421E−03
4.218E−03
4.167E−03
3.678E−03
3.421E−03
4.012E−03
2.464E−03
5.555E−03
1.875E−03
2.073E−03
2.983E−03
2.829E−03

73
1.354E−02
7.923E−03
4.120E−03
2.709E−03
2.946E−03
4.379E−03
1.008E−03
2.404E−03
2.517E−03
1.264E−03
3.634E−03
1.637E−03
2.156E−03

74
2.415E−02
7.133E−03
8.239E−03
1.151E−02
1.104E−02
1.321E−02
4.029E−03
8.409E−03
1.093E−02
1.012E−02
7.280E−03
3.815E−03
5.384E−03

75
1.433E−01
7.370E−02
3.984E−02
3.792E−02
7.133E−02
6.264E−02
6.242E−02
7.506E−02
6.637E−02
6.005E−02
2.912E−02
5.779E−02
2.957E−02

76
6.309E−02
9.752E−02
4.391E−02
3.657E−02
9.492E−02
6.196E−02
5.847E−02
1.433E−01
1.230E−01
1.219E−01
2.551E−02
6.479E−02
2.901E−02

77
3.544E−03
9.515E−03
2.054E−03
4.063E−03
1.467E−02
3.126E−03
5.542E−03
1.321E−02
8.397E−03
4.424E−03
8.183E−03
4.357E−03
2.156E−03

78
0.000E+00
0.000E+00
6.862E−04
2.032E−03
0.000E+00
0.000E+00
2.020E−03
1.196E−03
8.397E−04
1.896E−03
9.097E−04
1.089E−03
1.076E−03

79
1.749E−01
4.199E−02
1.716E−02
1.015E−02
9.560E−03
4.639E−02
1.411E−02
2.336E−02
1.591E−02
2.212E−02
8.183E−03
1.738E−02
2.099E−02

80
1.591E−02
4.752E−03
2.054E−03
1.354E−03
7.359E−04
4.379E−03
2.517E−03
4.808E−03
2.517E−03
6.321E−03
2.731E−03
2.720E−03
3.770E−03

81
3.442E−01
8.397E−02
5.835E−02
3.995E−02
3.600E−02
1.008E−01
4.131E−02
4.740E−02
4.537E−02
4.876E−02
3.826E−02
2.619E−02
3.228E−02

82
1.490E−01
5.305E−02
2.675E−02
1.082E−02
1.104E−02
5.135E−02
1.108E−02
2.460E−02
1.264E−02
1.840E−02
9.097E−03
1.309E−02
1.828E−02

83
3.420E−02
4.752E−03
4.808E−03
4.740E−03
2.946E−03
1.501E−02
6.546E−03
6.005E−03
3.363E−03
2.528E−03
3.634E−03
5.451E−04
5.914E−03

84
1.003E−02
1.907E−02
1.986E−02
1.625E−02
3.307E−02
6.264E−03
9.571E−03
1.020E−02
3.273E−02
1.648E−02
2.460E−02
1.140E−02
1.828E−02

85
7.077E−03
3.172E−03
3.431E−03
4.740E−03
2.946E−03
3.126E−03
1.008E−03
6.603E−03
5.880E−03
5.056E−03
6.366E−03
6.535E−03
1.614E−03

86
2.302E−02
8.713E−03
9.616E−03
1.219E−02
1.321E−02
8.770E−03
9.571E−03
1.738E−02
1.851E−02
1.388E−02
1.185E−02
9.266E−03
3.770E−03

87
3.657E−02
5.068E−02
2.540E−02
1.558E−02
3.386E−02
3.442E−02
1.512E−02
3.059E−02
3.273E−02
3.352E−02
3.273E−02
3.488E−02
1.023E−02

88
1.772E−03
7.133E−03
2.054E−03
4.063E−03
1.467E−03
1.253E−03
5.034E−03
4.808E−03
5.045E−03
8.860E−03
2.731E−03
5.993E−03
2.686E−03

89
1.411E−02
1.738E−02
1.377E−02
1.015E−02
2.506E−02
5.632E−03
1.456E−02
2.878E−02
2.438E−02
2.212E−02
2.088E−02
1.693E−02
1.185E−02

30
3.781E−02
4.752E−02
1.445E−02
3.521E−02
8.533E−02
1.749E−02
2.777E−02
7.506E−02
5.293E−02
3.420E−02
3.454E−02
4.571E−02
1.343E−02

91
8.262E−03
7.133E−03
2.743E−03
1.082E−02
8.826E−03
5.011E−03
3.521E−03
9.605E−03
7.562E−03
6.953E−03
1.001E−02
4.357E−03
3.770E−03

92
1.828E−02
1.907E−02
8.239E−03
1.693E−02
2.427E−02
1.185E−02
9.063E−03
1.682E−02
2.020E−02
1.772E−02
2.178E−02
1.035E−02
9.142E−03

93
1.003E−02
9.515E−03
2.054E−03
6.095E−03
9.560E−03
4.379E−03
4.029E−03
2.404E−03
7.562E−03
1.140E−02
3.634E−03
5.993E−03
3.770E−03

94
4.718E−03
7.923E−04
6.862E−04
2.032E−03
7.359E−04
6.264E−04
5.034E−04
4.808E−03
2.517E−03
6.321E−04
3.634E−03
2.720E−03
2.156E−03

95
1.003E−02
1.030E−02
9.616E−03
8.792E−03
1.840E−02
7.517E−03
1.366E−02
2.765E−02
8.397E−03
1.264E−02
1.907E−02
9.808E−03
5.384E−03

96
5.903E−03
6.343E−03
2.743E−03
4.740E−03
6.625E−03
8.138E−03
6.050E−03
1.501E−02
5.045E−03
6.953E−03
6.366E−03
9.808E−03
3.770E−03

97
5.305E−03
4.752E−03
6.862E−03
4.063E−03
1.104E−02
2.506E−03
4.537E−03
9.605E−03
9.244E−03
3.792E−03
5.463E−03
1.035E−02
4.300E−03

98
1.354E−02
1.986E−02
7.551E−03
1.354E−02
2.133E−02
1.625E−02
8.567E−03
1.862E−02
2.020E−02
1.456E−02
2.280E−02
1.196E−02
1.185E−02

99
5.960E−02
6.720E−02
1.655E−01
1.410E−01
1.349E−01
9.393E−02
7.995E−02
6.070E−02
1.484E−01
5.567E−02
1.619E−01
9.589E−02
7.247E−02

100
2.367E−02
2.673E−02
5.812E−02
3.532E−02
5.359E−02
2.587E−02
2.735E−02
3.458E−02
5.837E−02
4.402E−02
6.622E−02
2.134E−02
3.274E−02

101
1.198E−01
1.102E−01
1.643E−01
1.312E−01
1.300E−01
1.803E−01
1.508E−01
1.582E−01
1.606E−01
1.410E−01
1.557E−01
1.619E−01
1.692E−01

102
7.153E−01
1.347E+00
1.167E+00
1.120E+00
1.474E+00
6.352E−01
6.426E−01
9.290E−01
1.692E+00
8.748E−01
2.510E+00
5.849E−01
6.033E−01

103
1.754E−01
1.594E−01
1.741E−01
1.680E−01
1.410E−01
2.575E−01
2.367E−01
2.097E−01
2.097E−01
1.913E−01
1.508E−01
1.852E−01
1.925E−01

104
2.367E−01
4.059E−01
4.365E−01
3.679E−01
4.598E−01
2.342E−01
2.403E−01
2.906E−01
4.880E−01
2.489E−01
7.885E−01
2.195E−01
2.170E−01

105
1.017E+00
1.948E+00
1.502E+00
1.654E+00
2.051E+00
1.116E+00
9.781E−01
1.397E+00
2.486E+00
1.596E+00
2.912E+00
1.091E+00
1.108E+00

106
8.265E−02
1.471E−01
1.754E−01
1.937E−01
2.170E−01
1.177E−01
1.386E−01
1.057E−01
1.594E−01
1.410E−01
4.047E−01
1.471E−01
1.312E−01

107
1.212E−01
1.137E−01
1.778E−01
1.447E−01
1.386E−01
9.724E−02
7.885E−02
9.001E−02
1.717E−01
1.386E−01
3.605E−01
1.251E−01
8.878E−02

108
1.198E−01
1.337E−01
2.207E−01
1.754E−01
1.655E−01
1.386E−01
1.606E−01
1.422E−01
1.901E−01
1.386E−01
2.367E−01
1.962E−01
1.827E−01

109
3.850E−03
8.608E−03
8.204E−03
2.207E−03
7.198E−03
4.083E−03
3.826E−03
4.562E−03
6.389E−03
4.807E−03
6.916E−03
5.322E−03
4.672E−03

110
1.925E−02
8.608E−03
1.045E−02
4.414E−03
1.039E−02
1.839E−02
1.803E−02
1.631E−02
4.562E−03
2.477E−02
0.000E+00
2.072E−02
2.219E−02

111
1.218E−02
6.033E−03
7.456E−03
1.029E−02
7.198E−03
2.183E−02
1.373E−02
1.888E−02
7.308E−03
2.747E−02
4.942E−03
1.839E−02
1.876E−02

112
9.614E−03
3.446E−03
4.476E−03
4.414E−03
2.403E−03
1.225E−02
1.533E−02
1.109E−02
2.735E−03
2.195E−02
3.948E−03
1.839E−02
1.459E−02

113
1.925E−03
5.162E−03
3.728E−03
2.207E−03
7.995E−04
2.036E−03
1.643E−03
2.612E−03
3.654E−03
6.867E−03
1.974E−03
4.145E−03
5.261E−03

114
4.488E−03
9.467E−03
6.708E−03
2.207E−03
1.118E−02
1.020E−02
1.040E−02
3.262E−03
6.389E−03
8.240E−03
5.935E−03
4.145E−03
7.014E−03

115
5.126E−03
3.446E−03
8.204E−03
4.414E−03
2.403E−03
8.841E−03
6.021E−03
5.874E−03
1.827E−03
1.447E−02
1.974E−03
7.701E−03
7.603E−03

116
2.563E−03
3.446E−03
1.496E−03
7.357E−04
1.594E−03
1.361E−03
4.378E−03
2.612E−03
1.827E−03
6.180E−03
2.968E−03
4.145E−03
1.754E−03

117
7.051E−03
6.891E−03
5.972E−03
2.207E−03
5.592E−03
1.020E−02
1.040E−02
9.785E−03
9.123E−03
9.626E−03
2.968E−03
1.300E−02
5.261E−03

118
4.488E−03
5.162E−03
8.952E−03
1.471E−03
4.795E−03
7.480E−03
8.216E−03
5.874E−03
9.123E−04
8.939E−03
1.974E−03
4.733E−03
2.918E−03

119
3.200E−03
6.033E−03
1.496E−03
5.886E−03
3.200E−03
1.225E−02
6.021E−03
7.174E−03
2.735E−03
8.939E−03
5.935E−03
1.066E−02
4.096E−03

120
1.090E−02
9.467E−03
0.000E+00
2.943E−03
3.200E−03
7.480E−03
9.847E−03
7.174E−03
8.216E−03
1.582E−02
1.974E−03
7.100E−03
5.849E−03

121
4.016E−02
1.621E−02
5.138E−02
2.760E−02
5.503E−02
2.556E−02
2.395E−02
2.449E−02
3.428E−02
2.582E−02
3.713E−02
1.852E−02
7.320E−03

122
8.424E−02
1.184E−01
1.585E−01
1.149E−01
9.528E−02
8.094E−02
7.195E−02
9.350E−02
4.568E−02
1.291E−01
9.261E−02
6.296E−02
8.050E−02

123
2.627E+00
2.182E+00
2.930E+00
1.158E+00
1.309E+00
1.701E+00
1.754E+00
2.271E+00
1.612E+00
3.384E+00
1.024E+00
1.986E+00
1.558E+00

124
4.016E−02
3.232E−02
2.805E−02
3.224E−02
3.001E−02
3.411E−02
3.081E−02
3.268E−02
2.858E−02
1.719E−02
4.951E−02
2.226E−02
2.199E−02

125
1.603E−02
5.387E−02
5.138E−02
3.687E−02
1.104E−01
2.556E−02
4.800E−02
1.630E−02
8.575E−02
8.602E−03
6.189E−02
3.339E−02
2.565E−02

126
3.535E−01
2.369E−01
3.918E−01
3.544E−01
4.354E−01
2.600E−01
3.259E−01
2.289E−01
3.713E−01
1.674E−01
2.912E−01
1.131E+00
5.966E−01

127
1.033E+00
6.794E−01
1.184E+00
1.024E+00
1.077E+00
7.792E−01
9.528E−01
9.439E−01
7.996E−01
8.994E−01
1.069E+00
2.395E+00
9.261E−01

128
2.386E+00
1.799E+00
1.585E+00
9.083E−01
9.528E−01
9.261E−01
1.389E+00
1.683E+00
9.172E−01
2.663E+00
4.452E−01
2.102E+00
1.345E+00

129
6.821E−02
5.387E−02
3.268E−02
3.687E−02
3.998E−02
2.983E−02
5.824E−02
3.678E−02
3.428E−02
2.582E−02
1.852E−02
4.078E−02
3.660E−02

130
3.099E+00
2.600E+00
4.301E+00
8.648E+00
4.470E+00
4.381E+00
6.767E+00
2.431E+00
5.554E+00
2.137E+00
6.118E+00
7.652E+00
5.067E+00

131
2.760E+00
4.292E+00
4.479E+00
6.118E+00
4.069E+00
3.829E+00
5.761E+00
2.422E+00
3.767E+00
1.656E+00
5.521E+00
4.025E+00
4.764E+00

132
3.206E−02
7.542E−02
1.167E−01
5.984E−02
8.994E−02
4.256E−02
7.195E−02
8.575E−02
1.140E−01
6.456E−02
4.951E−02
3.339E−02
3.295E−02

133
2.404E−02
0.000E+00
2.333E−02
1.380E−02
2.502E−02
2.556E−02
1.710E−02
1.630E−02
3.998E−02
8.602E−03
1.238E−02
5.557E−02
1.825E−02

134
8.023E−03
1.621E−02
5.601E−02
1.380E−02
3.500E−02
2.983E−02
1.024E−02
4.898E−02
2.858E−02
3.010E−02
1.238E−02
2.965E−02
1.460E−02

135
8.023E−03
1.621E−02
3.268E−02
9.172E−03
9.973E−03
2.128E−02
1.371E−02
8.166E−03
2.289E−02
1.719E−02
6.189E−03
7.409E−03
1.095E−02

136
1.603E−02
1.077E−02
1.398E−02
1.380E−02
3.001E−02
8.522E−03
6.857E−03
2.449E−02
2.858E−02
2.155E−02
3.090E−02
1.852E−02
1.095E−02

137
8.825E−02
7.542E−02
6.536E−02
1.015E−01
7.507E−02
2.983E−02
7.195E−02
7.355E−02
8.575E−02
5.165E−02
2.476E−02
4.817E−02
7.685E−02

138
4.016E−02
1.077E−02
1.398E−02
1.843E−02
2.502E−02
1.701E−02
1.710E−02
1.229E−02
1.719E−02
1.380E−01
1.852E−02
5.557E−02
2.565E−02

139
4.337E−01
1.131E−01
9.350E−02
7.364E−02
1.247E−01
1.487E−01
1.710E−01
1.719E−01
1.033E−01
1.932E−01
9.884E−02
2.894E−01
2.707E−01

140
2.449E−01
1.131E−01
7.008E−02
3.687E−02
7.008E−02
8.522E−02
1.264E−01
1.549E−01
8.575E−02
2.191E−01
4.951E−02
1.300E−01
6.955E−02

141
4.016E−02
9.172E−02
7.471E−02
8.281E−02
7.008E−02
4.684E−02
5.485E−02
7.355E−02
5.147E−02
6.456E−02
2.351E−01
4.817E−02
4.390E−02

142
1.202E−02
0.000E+00
9.350E−03
9.172E−03
5.004E−03
1.282E−02
1.024E−02
2.449E−02
1.719E−02
4.728E−02
2.476E−02
2.226E−02
2.199E−02

143
4.016E−03
3.232E−02
1.870E−02
9.172E−03
3.001E−02
1.701E−02
1.710E−02
2.039E−02
3.998E−02
8.602E−03
1.852E−02
1.852E−02
2.930E−02

144
2.404E−02
2.155E−02
2.333E−02
2.297E−02
3.500E−02
0.000E+00
4.800E−02
7.355E−02
1.719E−02
3.874E−02
6.189E−03
3.339E−02
2.199E−02

145
3.615E−02
0.000E+00
2.333E−02
9.172E−03
3.500E−02
1.282E−02
1.710E−02
2.039E−02
2.289E−02
3.437E−02
0.000E+00
3.704E−02
2.199E−02

146
3.491E−01
1.345E−01
1.264E−01
2.075E−01
1.104E−01
1.532E−01
2.983E−01
2.618E−01
8.575E−02
1.852E−01
2.102E−01
3.411E−01
1.647E−01

147
1.327E−01
9.172E−02
7.008E−02
5.984E−02
7.008E−02
8.094E−02
1.264E−01
1.264E−01
4.568E−02
6.456E−02
1.549E−01
4.114E−01
1.576E−01

148
6.661E−01
2.155E−01
2.894E−01
1.469E−01
2.048E−01
2.769E−01
2.395E−01
3.108E−01
1.603E−01
3.571E−01
1.362E−01
8.522E−01
3.553E−01

149
1.327E−01
7.008E−02
6.536E−02
4.604E−02
9.973E−02
2.128E−02
4.452E−02
7.355E−02
2.289E−02
8.175E−02
1.300E−01
1.781E−01
6.955E−02

150
8.023E−02
5.387E−03
9.350E−03
2.297E−02
2.502E−02
2.556E−02
3.767E−02
4.898E−02
5.147E−02
3.874E−02
6.189E−03
2.591E−02
2.199E−02

151
3.206E−02
0.000E+00
1.870E−02
1.380E−02
1.505E−02
2.556E−02
2.395E−02
1.630E−02
6.287E−02
2.582E−02
1.238E−02
4.078E−02
1.095E−02

152
8.023E−03
2.155E−02
3.731E−02
4.604E−02
9.973E−03
3.838E−02
2.395E−02
3.678E−02
2.858E−02
8.602E−03
2.476E−02
1.478E−02
2.199E−02

153
2.404E−02
2.155E−02
1.398E−02
1.380E−02
1.505E−02
2.128E−02
1.371E−02
8.166E−03
3.428E−02
3.010E−02
6.189E−03
2.965E−02
1.460E−02

154
1.202E−02
3.776E−02
9.350E−03
4.604E−03
9.973E−03
1.282E−02
2.743E−02
2.449E−02
1.140E−02
1.291E−02
0.000E+00
2.591E−02
3.660E−03

155
3.206E−02
1.077E−02
4.203E−02
2.297E−02
3.998E−02
2.983E−02
2.395E−02
1.229E−02
1.140E−02
6.020E−02
4.328E−02
4.443E−02
2.565E−02

156
4.372E−01
3.615E−01
2.146E−01
3.179E−01
1.549E−01
2.467E−01
5.654E−01
3.188E−01
1.487E−01
2.413E−01
3.402E−01
3.037E−01
3.108E−01

157
1.728E−01
1.184E−01
4.666E−02
1.104E−01
8.504E−02
1.149E−01
2.155E−01
1.184E−01
7.427E−02
1.291E−01
1.736E−01
1.968E−01
1.612E−01

158
6.376E−01
2.476E−01
2.102E−01
2.760E−01
1.852E−01
3.321E−01
5.102E−01
4.372E−01
1.719E−01
3.526E−01
4.390E−01
5.815E−01
3.143E−01

159
1.443E−01
8.620E−02
7.008E−02
7.827E−02
5.004E−02
7.667E−02
8.905E−02
1.140E−01
6.287E−02
5.592E−02
1.113E−01
1.220E−01
1.247E−01

160
2.404E−02
3.232E−02
3.268E−02
1.380E−02
2.502E−02
1.701E−02
2.743E−02
4.087E−02
2.858E−02
3.437E−02
2.476E−02
5.557E−02
2.565E−02

161
8.424E−02
2.698E−02
3.731E−02
0.000E+00
2.004E−02
1.701E−02
1.710E−02
6.536E−02
1.719E−02
2.155E−02
4.328E−02
2.965E−02
2.199E−02

162
1.202E−02
1.077E−02
1.398E−02
9.172E−03
9.973E−03
0.000E+00
3.081E−02
1.229E−02
2.289E−02
2.582E−02
3.713E−02
2.591E−02
5.120E−02

163
1.603E−02
4.310E−02
1.398E−02
9.172E−03
2.004E−02
4.256E−03
2.057E−02
2.039E−02
2.858E−02
2.155E−02
1.852E−02
2.226E−02
2.565E−02

164
1.202E−02
1.621E−02
2.805E−02
1.380E−02
3.001E−02
8.522E−03
3.428E−02
8.166E−03
1.719E−02
2.582E−02
1.852E−02
7.409E−03
1.825E−02

165
1.202E−02
5.87E−03
2.805E−02
0.380E−02
0.000E+00
1.701E−02
2.743E−02
2.449E−02
3.998E−02
3.874E−02
6.189E−03
4.078E−02
5.850E−02

166
8.825E−02
3.776E−02
3.731E−02
5.067E−02
2.502E−02
3.411E−02
6.171E−02
3.268E−02
3.428E−02
8.602E−02
6.803E−02
8.148E−02
4.025E−02

167
3.330E−01
2.369E−01
1.354E−01
1.612E−01
1.149E−01
9.795E−02
2.814E−01
1.719E−01
1.318E−01
1.247E−01
2.413E−01
2.110E−01
1.719E−01

168
2.164E−01
1.077E−01
6.073E−02
7.364E−02
9.528E−02
8.094E−02
1.060E−01
1.469E−01
2.289E−02
1.033E−01
1.612E−01
9.973E−02
8.780E−02

169
8.023E−02
4.853E−02
6.536E−02
8.281E−02
5.503E−02
2.983E−02
4.452E−02
3.678E−02
5.717E−02
5.165E−02
7.427E−02
5.931E−02
6.589E−02

170
8.023E−02
4.853E−02
2.805E−02
4.141E−02
5.004E−02
2.983E−02
1.710E−02
6.536E−02
1.140E−02
9.439E−02
2.476E−02
4.443E−02
3.660E−02

171
6.020E−02
4.310E−02
4.203E−02
9.172E−03
5.503E−02
1.701E−02
2.395E−02
6.536E−02
2.289E−02
2.155E−02
1.238E−02
8.522E−02
2.199E−02

172
5.690E−02
8.093E−02
1.447E−01
7.738E−02
1.300E−01
6.340E−02
7.836E−02
6.131E−02
8.657E−02
6.573E−02
8.694E−02
4.181E−02
5.849E−02

173
1.807E+00
3.410E+00
3.339E+00
2.396E+00
3.973E+00
1.894E+00
1.915E+00
2.763E+00
5.191E+00
2.990E+00
1.295E+00
1.985E+00
2.284E+00

174
3.105E+00
6.005E+00
5.345E+00
4.300E+00
6.940E+00
3.480E+00
3.279E+00
4.927E+00
9.481E+00
5.279E+00
1.621E+00
3.708E+00
4.126E+00

175
6.462E−01
1.130E+00
1.313E+00
9.197E−01
1.478E+00
6.891E−01
7.382E−01
9.938E−01
1.685E+00
9.828E−01
4.697E−01
8.675E−01
8.434E−01

176
1.695E+00
2.484E+00
3.438E+00
1.791E+00
2.803E+00
2.168E+00
2.036E+00
2.115E+00
3.611E+00
3.219E+00
1.502E+00
2.053E+00
2.310E+00

177
5.579E−01
6.891E−01
1.008E+00
1.566E+00
1.086E+00
8.893E−01
1.308E+00
4.598E−01
1.105E+00
7.227E−01
5.935E−01
8.445E−01
8.943E−01

178
8.338E−02
1.218E−01
1.631E−01
1.594E−01
2.551E−01
1.275E−01
2.048E−01
6.070E−02
1.521E−01
1.072E−01
1.410E−01
1.496E−01
2.367E−01

179
1.275E−02
3.041E−02
3.017E−02
1.717E−02
3.716E−02
1.876E−02
2.121E−02
1.124E−02
2.514E−02
1.901E−02
1.704E−02
2.097E−02
2.820E−02

180
1.435E−02
2.600E−02
3.151E−02
1.398E−02
2.685E−02
1.174E−02
6.609E−03
2.649E−02
2.600E−02
2.367E−02
1.193E−02
1.072E−02
1.815E−02

181
1.050E−02
2.526E−02
1.925E−02
1.140E−02
2.416E−02
1.521E−02
1.133E−02
1.239E−02
3.151E−02
1.950E−02
1.704E−02
9.700E−03
2.060E−02

182
6.524E−02
2.636E−01
2.048E−01
2.465E−01
2.526E−01
8.155E−02
1.034E−01
1.091E−01
2.661E−01
1.042E−01
6.156E−01
7.345E−02
9.368E−02

183
1.746E+00
3.086E+00
3.003E+00
2.709E+00
3.690E+00
1.519E+00
1.702E+00
2.175E+00
3.500E+00
2.098E+00
5.457E+00
1.327E+00
1.525E+00

184
1.884E+00
3.631E+00
3.030E+00
3.378E+00
4.024E+00
1.649E+00
2.136E+00
2.328E+00
4.196E+00
2.605E+00
6.608E+00
1.519E+00
1.751E+00

185
1.390E+00
2.686E+00
2.186E+00
2.120E+00
2.909E+00
1.194E+00
1.247E+00
1.697E+00
2.909E+00
1.879E+00
4.269E+00
1.174E+00
1.315E+00

186
2.736E+00
4.819E+00
4.111E+00
4.038E+00
5.295E+00
2.664E+00
2.937E+00
3.481E+00
5.076E+00
3.246E+00
6.914E+00
2.261E+00
2.726E+00

187
5.408E−01
8.437E−01
9.921E−01
7.627E−01
1.077E+00
5.445E−01
5.788E−01
6.769E−01
9.946E−01
5.751E−01
1.554E+00
4.942E−01
4.954E−01

188
4.365E−02
8.461E−02
1.126E−01
7.922E−02
9.234E−02
4.574E−02
4.292E−02
5.395E−02
7.946E−02
5.690E−02
1.754E−01
5.310E−02
3.826E−02

189
5.530E−03
2.379E−02
1.668E−02
1.140E−02
3.519E−02
1.056E−02
8.964E−03
1.181E−02
1.570E−02
1.300E−02
8.007E−02
1.020E−02
1.263E−02

190
1.471E−01
1.422E−01
2.833E−01
2.060E−01
2.318E−01
1.704E−01
1.337E−01
1.655E−01
2.293E−01
2.085E−01
6.033E−01
2.036E−01
1.974E−01

191
1.692E+00
2.156E+00
2.805E+00
5.504E+00
3.058E+00
2.582E+00
4.029E+00
1.147E+00
2.494E+00
1.769E+00
7.121E+00
2.007E+00
2.206E+00

192
3.936E−01
6.229E−01
6.818E−01
1.034E+00
8.990E−01
6.340E−01
9.933E−01
2.698E−01
6.119E−01
4.096E−01
2.137E+00
5.015E−01
6.830E−01

193
6.413E−02
1.196E−01
1.164E−01
1.072E−01
1.680E−01
8.387E−02
1.075E−01
6.462E−02
1.459E−01
7.578E−02
3.139E−01
8.927E−02
1.023E−01

194
1.337E−01
1.135E−01
1.459E−01
7.860E−02
1.557E−01
9.381E−02
6.413E−02
1.398E−01
1.643E−01
1.888E−01
1.631E−01
9.442E−02
9.822E−02

195
5.248E−02
3.262E−02
6.499E−02
4.942E−02
6.401E−02
3.348E−02
2.882E−02
6.242E−02
7.787E−02
9.185E−02
6.818E−02
3.679E−02
4.733E−02

196
7.738E−02
2.379E−01
2.587E−01
2.563E−01
2.244E−01
1.203E−01
2.575E−01
1.091E−01
1.410E−01
6.401E−02
4.034E−01
9.393E−02
1.058E−01

197
6.744E−02
1.203E−01
1.533E−01
1.852E−01
1.508E−01
9.565E−02
1.373E−01
5.457E−02
1.094E−01
6.217E−02
3.335E−01
6.070E−02
7.357E−02

198
5.310E−02
7.492E−02
7.774E−02
7.799E−02
6.953E−02
5.395E−02
6.560E−02
3.765E−02
6.143E−02
6.340E−02
1.925E−01
4.893E−02
4.733E−02

199
2.072E−01
1.619E−01
1.754E−01
5.457E−02
1.459E−01
1.839E−01
6.082E−02
1.046E−01
1.447E−01
1.852E−01
1.606E−01
9.896E−02
1.361E−01

200
8.952E−02
1.471E−01
1.221E−01
6.720E−02
1.373E−01
9.086E−02
4.525E−02
8.044E−02
1.459E−01
1.191E−01
1.643E−01
6.536E−02
7.860E−02

201
6.744E−02
4.525E−02
7.272E−02
4.181E−02
6.757E−02
3.924E−02
4.341E−02
6.744E−02
8.179E−02
8.118E−02
6.303E−02
4.746E−02
5.641E−02

202
6.634E−03
1.113E−02
1.410E−02
1.263E−03
4.132E−03
8.804E−03
1.888E−03
4.500E−03
1.337E−02
1.126E−02
1.193E−02
4.083E−03
8.559E−03

203
1.105E−03
1.484E−03
0.000E+00
1.263E−03
0.000E+00
1.174E−03
0.000E+00
5.628E−04
2.367E−03
1.185E−03
3.409E−03
2.036E−03
5.040E−04

204
6.634E−03
8.167E−03
1.029E−02
1.263E−03
5.506E−03
1.115E−02
6.131E−03
7.308E−03
1.337E−02
1.067E−02
1.193E−02
6.634E−03
1.410E−02

205
1.105E−03
7.419E−04
0.000E+00
6.340E−04
6.891E−04
5.861E−04
1.410E−03
0.000E+00
2.367E−03
1.778E−03
8.522E−04
0.000E+00
1.508E−03

206
1.496E−02
1.631E−02
2.379E−02
1.901E−03
1.373E−02
1.349E−02
6.131E−03
3.372E−03
2.440E−02
2.305E−02
5.960E−03
1.072E−02
1.109E−02

207
5.530E−04
0.000E+00
0.000E+00
0.000E+00
0.000E+00
2.342E−03
4.721E−04
1.124E−03
1.570E−03
5.923E−04
8.522E−04
1.020E−03
0.000E+00

208
7.738E−03
6.683E−03
7.075E−03
6.340E−04
2.759E−03
4.697E−03
1.888E−03
3.936E−03
5.506E−03
4.145E−03
7.664E−03
5.101E−03
2.011E−03

209
5.530E−04
7.419E−04
1.288E−03
0.000E+00
0.000E+00
0.000E+00
0.000E+00
1.124E−03
1.570E−03
1.778E−03
0.000E+00
5.101E−04
1.008E−03

210
0.000E+00
7.419E−04
0.000E+00
0.000E+00
0.000E+00
1.174E−03
9.442E−04
0.000E+00
0.000E+00
0.000E+00
1.704E−03
1.020E−03
5.040E−04

211
5.530E−04
3.716E−03
1.288E−03
6.340E−04
6.891E−04
0.000E+00
4.721E−04
0.000E+00
2.367E−03
0.000E+00
0.000E+00
5.101E−04
0.000E+00

212
0.000E+00
7.419E−04
6.426E−04
0.000E+00
1.373E−03
0.000E+00
0.000E+00
5.628E−04
0.000E+00
5.923E−04
8.522E−04
5.101E−04
2.011E−03

213
4.414E−03
5.935E−03
3.863E−03
1.901E−03
2.072E−03
1.174E−03
1.888E−03
1.124E−03
3.151E−03
5.923E−03
3.409E−03
3.066E−03
2.514E−03

214
3.311E−03
1.484E−03
1.925E−03
1.901E−03
2.759E−03
5.861E−04
2.354E−03
1.692E−03
7.872E−04
6.511E−03
3.409E−03
1.020E−03
1.508E−03

215
0.000E+00
1.484E−03
1.288E−03
6.340E−04
0.000E+00
0.000E+00
9.442E−04
2.244E−03
2.367E−03
2.367E−03
0.000E+00
1.020E−03
0.000E+00

216
0.000E+00
0.000E+00
0.000E+00
0.000E+00
6.891E−04
5.861E−04
0.000E+00
2.244E−03
3.151E−03
0.000E+00
0.000E+00
0.000E+00
0.000E+00

217
5.530E−04
1.484E−03
0.000E+00
1.901E−03
6.891E−04
0.000E+00
0.000E+00
1.124E−03
0.000E+00
1.185E−03
1.704E−03
1.020E−03
5.040E−04

218
1.915E+00
3.498E+00
3.515E+00
3.043E+00
3.764E+00
1.637E+00
2.004E+00
2.259E+00
4.079E+00
2.242E+00
6.758E+00
1.488E+00
1.434E+00

219
1.655E−02
2.747E−02
3.863E−02
2.784E−02
4.758E−02
1.704E−02
1.180E−02
2.244E−02
3.703E−02
1.839E−02
9.123E−02
1.680E−02
2.722E−02

220
1.223E+00
1.567E+00
1.912E+00
8.505E−01
1.812E+00
1.279E+00
9.872E−01
1.119E+00
1.206E+00
2.124E+00
8.478E−01
1.334E+00
1.641E+00

221
4.627E+01
6.095E+01
7.581E+01
3.876E+01
4.881E+01
6.549E+01
4.710E+01
5.468E+01
6.449E+01
6.448E+01
2.203E+01
5.131E+01
5.032E+01

222
3.660E+01
2.946E+01
3.438E+01
2.693E+01
3.778E+01
4.025E+01
3.302E+01
4.114E+01
3.499E+01
3.335E+01
1.004E+01
5.639E+01
5.316E+01

223
2.284E+01
2.338E+01
2.258E+01
1.691E+01
2.244E+01
2.419E+01
1.979E+01
2.474E+01
1.889E+01
3.372E+01
7.574E+00
2.902E+01
2.443E+01

224
1.597E+01
1.815E+01
2.573E+01
9.762E+00
1.803E+01
1.731E+01
1.337E+01
2.112E+01
1.992E+01
2.193E+01
5.324E+00
2.061E+01
2.202E+01

225
9.622E+00
1.185E+01
1.123E+01
1.876E+01
1.129E+01
1.799E+01
2.232E+01
1.270E+01
1.143E+01
1.011E+01
1.308E+01
1.449E+01
1.260E+01

226
2.930E+00
7.026E+00
6.209E+00
5.524E+00
5.142E+00
6.596E+00
7.300E+00
5.194E+00
5.112E+00
2.056E+00
2.766E+00
4.730E+00
6.335E+00

227
1.186E+00
2.172E+00
1.865E+00
2.377E+00
1.912E+00
2.204E+00
2.033E+00
1.709E+00
2.081E+00
1.006E+00
1.437E+00
2.105E+00
1.972E+00

228
2.931E−01
4.278E−01
6.723E−01
1.497E−01
3.378E−01
2.650E−01
2.167E−01
3.321E−01
3.311E−01
2.856E−01
2.928E−01
2.312E−01
3.629E−01

229
2.862E−01
4.197E−01
6.737E−01
1.476E−01
3.667E−01
3.144E−01
2.245E−01
3.458E−01
3.701E−01
2.653E−01
3.060E−01
2.606E−01
3.780E−01

230
3.321E+01
2.790E+01
3.076E+01
3.316E+01
2.891E+01
4.116E+01
4.041E+01
3.476E+01
3.597E+01
3.230E+01
2.164E+01
3.818E+01
3.440E+01

231
3.985E+00
4.143E+00
4.861E+00
3.889E+00
4.152E+00
4.415E+00
5.403E+00
3.879E+00
3.979E+00
3.447E+00
3.464E+00
3.803E+00
4.342E+00

232
1.088E+00
1.883E+00
1.713E+00
1.292E+00
1.694E+00
1.735E+00
1.354E+00
1.906E+00
1.984E+00
1.398E+00
1.833E+00
1.683E+00
1.693E+00

233
5.075E+00
5.121E+00
5.374E+00
5.326E+00
4.680E+00
5.882E+00
4.335E+00
4.406E+00
5.235E+00
6.011E+00
4.456E+00
6.466E+00
5.422E+00

234
2.251E+01
2.007E+01
1.768E+01
1.597E+01
1.827E+01
1.723E+01
1.812E+01
1.654E+01
1.507E+01
2.907E+01
1.976E+01
1.385E+01
1.675E+01

235
1.276E+01
1.329E+01
1.072E+01
1.250E+01
1.116E+01
1.133E+01
1.282E+01
1.308E+01
1.067E+01
1.745E+01
1.018E+01
8.974E+00
9.408E+00

236
4.674E−01
7.908E−01
8.850E−01
2.928E−01
7.331E−01
6.894E−01
3.579E−01
7.464E−01
8.547E−01
5.194E−01
5.714E−01
6.733E−01
8.758E−01

237
2.318E+00
3.467E+00
3.386E+00
3.172E+00
5.148E+00
3.120E+00
2.527E+00
3.186E+00
4.263E+00
2.077E+00
4.946E+00
5.046E+00
6.176E+00

238
5.299E+00
6.697E+00
5.883E+00
6.531E+00
7.314E+00
5.273E+00
5.948E+00
7.577E+00
5.938E+00
6.423E+00
9.290E+00
6.526E+00
7.336E+00

239
1.175E+00
1.351E+00
1.342E+00
1.233E+00
1.398E+00
1.127E+00
1.126E+00
1.727E+00
1.412E+00
1.419E+00
2.278E+00
1.343E+00
1.495E+00

240
2.131E+01
1.971E+01
1.972E+01
4.473E+00
1.592E+01
1.284E+01
5.463E+00
2.265E+01
1.612E+01
2.473E+01
1.100E+01
1.651E+01
1.564E+01

241
2.803E+02
2.581E+02
2.508E+02
2.514E+02
2.707E+02
2.381E+02
2.248E+02
2.541E+02
2.760E+02
2.422E+02
2.435E+02
2.556E+02
2.592E+02

242
1.898E+02
2.053E+02
1.719E+02
1.771E+02
1.758E+02
1.561E+02
1.553E+02
1.690E+02
1.571E+02
2.413E+02
2.076E+02
1.427E+02
1.479E+02

243
1.662E+01
1.912E+01
1.532E+01
1.589E+01
1.516E+01
1.397E+01
1.381E+01
1.479E+01
1.307E+01
2.157E+01
1.779E+01
1.178E+01
1.263E+01

244
5.402E+00
1.003E+01
8.495E+00
1.434E+01
1.149E+01
8.333E+00
1.107E+01
6.631E+00
8.639E+00
5.650E+00
1.257E+01
1.040E+01
7.068E+00

245
3.270E+00
5.063E+00
3.928E+00
4.794E+00
6.355E+00
4.155E+00
3.805E+00
4.375E+00
4.512E+00
2.954E+00
6.291E+00
5.719E+00
5.495E+00

246
5.387E+00
6.089E+00
6.735E+00
4.921E+00
7.627E+00
5.080E+00
3.965E+00
9.040E+00
7.416E+00
6.299E+00
1.090E+01
7.622E+00
8.771E+00

247
3.544E+00
5.424E+00
5.074E+00
3.500E+00
4.849E+00
4.158E+00
3.148E+00
5.565E+00
5.750E+00
4.163E+00
9.138E+00
4.391E+00
5.523E+00

248
6.463E+01
7.888E+01
7.099E+01
1.384E+02
7.232E+01
9.417E+01
1.232E+02
6.516E+01
7.366E+01
5.918E+01
1.444E+02
6.709E+01
6.504E+01

249
5.262E+01
6.934E+01
6.088E+01
6.159E+01
7.656E+01
5.538E+01
6.268E+01
5.138E+01
4.404E+01
4.683E+01
1.051E+02
7.199E+01
6.396E+01

250
1.245E+02
1.119E+02
1.362E+02
9.982E+01
1.484E+02
9.095E+01
9.276E+01
1.239E+02
1.142E+02
1.038E+02
1.158E+02
1.395E+02
1.482E+02

251
5.714E+01
5.244E+01
5.579E+01
3.189E+01
5.318E+01
4.253E+01
3.494E+01
5.318E+01
4.541E+01
5.707E+01
4.425E+01
4.934E+01
5.189E+01

252
3.943E+00
4.116E+00
4.254E+00
2.140E+00
3.698E+00
3.193E+00
2.491E+00
3.892E+00
3.285E+00
4.280E+00
3.243E+00
3.411E+00
3.312E+00

253
2.554E+00
4.895E+00
4.323E+00
3.230E+00
4.471E+00
3.360E+00
3.308E+00
3.401E+00
4.256E+00
2.910E+00
4.130E+00
3.663E+00
3.444E+00

254
5.959E+00
1.029E+01
7.735E+00
1.480E+01
1.135E+01
7.761E+00
1.080E+01
7.995E+00
8.323E+00
5.668E+00
1.346E+01
9.661E+00
7.488E+00

255
5.779E+00
9.141E+00
7.046E+00
1.220E+01
1.039E+01
7.543E+00
9.716E+00
7.749E+00
7.872E+00
5.007E+00
1.611E+01
8.660E+00
6.735E+00

256
2.311E+00
5.183E+00
3.232E+00
2.666E+00
4.477E+00
2.803E+00
2.595E+00
3.444E+00
3.513E+00
2.385E+00
6.979E+00
2.937E+00
2.797E+00

257
3.413E+00
5.168E+00
5.636E+00
3.521E+00
5.360E+00
5.252E+00
3.526E+00
6.011E+00
6.371E+00
4.161E+00
6.871E+00
5.485E+00
5.757E+00

258
1.641E+01
2.936E+01
2.701E+01
3.736E+01
2.626E+01
2.474E+01
2.554E+01
2.170E+01
2.664E+01
1.477E+01
4.685E+01
2.245E+01
2.181E+01

259
3.356E+01
4.472E+01
4.217E+01
6.925E+01
4.751E+01
4.453E+01
6.085E+01
4.097E+01
4.117E+01
3.152E+01
8.475E+01
4.146E+01
4.237E+01

260
2.958E+01
3.758E+01
3.412E+01
3.101E+01
3.992E+01
3.664E+01
3.595E+01
3.280E+01
3.033E+01
3.053E+01
5.358E+01
3.251E+01
3.762E+01

261
3.333E+01
3.144E+01
3.286E+01
2.994E+01
3.105E+01
3.917E+01
4.272E+01
3.835E+01
3.474E+01
3.854E+01
3.118E+01
3.131E+01
3.341E+01

262
1.217E+01
1.218E+01
1.333E+01
7.652E+00
1.130E+01
1.492E+01
1.104E+01
1.355E+01
1.409E+01
1.036E+01
7.603E+00
1.132E+01
1.270E+01

263
1.672E+00
4.023E+00
3.207E+00
3.287E+00
3.713E+00
2.584E+00
2.859E+00
2.876E+00
3.399E+00
1.510E+00
5.359E+00
2.597E+00
2.596E+00

264
2.236E+00
6.262E+00
3.524E+00
3.517E+00
4.735E+00
2.784E+00
2.807E+00
3.285E+00
3.899E+00
2.089E+00
5.523E+00
2.649E+00
2.161E+00

265
1.984E+00
3.771E+00
2.721E+00
2.468E+00
3.573E+00
2.337E+00
2.059E+00
2.522E+00
3.090E+00
2.032E+00
4.173E+00
2.196E+00
1.707E+00

266
2.290E+00
3.788E+00
3.302E+00
9.161E−01
2.721E+00
2.016E+00
1.218E+00
2.867E+00
3.520E+00
3.178E+00
3.210E+00
2.034E+00
1.807E+00

267
2.059E+00
3.150E+00
3.043E+00
9.519E−01
2.440E+00
1.937E+00
1.491E+00
3.094E+00
2.962E+00
2.869E+00
3.625E+00
2.065E+00
1.927E+00

268
8.228E+00
1.808E+01
1.770E+01
1.560E+01
1.207E+01
8.909E+00
1.444E+01
1.120E+01
1.066E+01
4.470E+00
1.644E+01
7.869E+00
1.024E+01

269
7.522E+00
1.248E+01
1.242E+01
8.006E+00
8.449E+00
8.705E+00
7.027E+00
8.319E+00
9.164E+00
5.124E+00
1.239E+01
6.057E+00
7.703E+00

270
3.801E+00
5.050E+00
4.790E+00
2.910E+00
4.018E+00
3.858E+00
2.661E+00
3.696E+00
4.120E+00
3.369E+00
6.029E+00
3.168E+00
3.258E+00

271
9.909E+00
1.104E+01
1.174E+01
1.273E+01
1.116E+01
1.537E+01
1.181E+01
1.120E+01
1.368E+01
1.165E+01
7.219E+00
1.499E+01
1.367E+01

272
8.130E+01
6.646E+01
7.021E+01
8.304E+01
7.019E+01
9.739E+01
9.383E+01
8.563E+01
8.794E+01
7.850E+01
5.131E+01
9.237E+01
8.753E+01

273
9.167E+01
7.562E+01
8.467E+01
9.650E+01
8.332E+01
1.105E+02
1.075E+02
9.959E+01
1.029E+02
9.026E+01
6.011E+01
1.031E+02
9.801E+01

274
1.422E+01
1.134E+01
1.255E+01
1.515E+01
1.166E+01
1.659E+01
1.914E+01
1.354E+01
1.368E+01
1.207E+01
7.824E+00
1.445E+01
1.309E+01

275
6.334E−01
6.038E−01
5.900E−01
6.687E−01
5.490E−01
6.661E−01
5.695E−01
7.700E−01
7.766E−01
7.206E−01
6.831E−01
1.327E+00
6.823E−01

276
9.246E+00
8.338E+00
7.330E+00
1.071E+01
6.691E+00
1.077E+01
8.050E+00
8.127E+00
9.462E+00
1.165E+01
6.673E+00
1.245E+01
7.972E+00

277
3.224E+01
2.137E+01
1.775E+01
2.539E+01
1.600E+01
2.707E+01
2.897E+01
2.455E+01
2.395E+01
3.680E+01
1.775E+01
2.315E+01
1.976E+01

278
3.229E+01
2.142E+01
1.841E+01
2.610E+01
1.620E+01
2.744E+01
2.951E+01
2.521E+01
2.378E+01
3.683E+01
1.794E+01
2.296E+01
1.972E+01

279
1.007E+01
8.045E+00
6.919E+00
7.633E+00
6.245E+00
6.908E+00
9.569E+00
6.027E+00
5.853E+00
1.055E+01
6.551E+00
4.888E+00
5.396E+00

280
7.097E+00
6.492E+00
7.119E+00
4.393E+00
5.949E+00
6.072E+00
3.748E+00
7.786E+00
6.625E+00
8.561E+00
5.091E+00
7.564E+00
6.323E+00

281
1.341E+02
1.223E+02
1.240E+02
1.317E+02
1.255E+02
1.178E+02
1.163E+02
1.230E+02
1.290E+02
1.106E+02
1.129E+02
1.223E+02
1.267E+02

282
1.179E+02
1.064E+02
1.078E+02
1.158E+02
1.082E+02
1.011E+02
1.018E+02
1.037E+02
1.082E+02
9.641E+01
9.269E+01
1.042E+02
1.068E+02

283
5.631E+01
6.415E+01
4.918E+01
5.721E+01
4.887E+01
4.393E+01
4.652E+01
4.803E+01
4.086E+01
7.067E+01
5.817E+01
3.863E+01
3.690E+01

284
3.915E+00
4.242E+00
5.365E+00
3.628E+00
5.055E+00
5.717E+00
3.777E+00
6.492E+00
7.373E+00
4.115E+00
8.479E+00
5.826E+00
8.054E+00

285
7.488E+01
6.304E+01
7.528E+01
5.958E+01
7.428E+01
6.358E+01
6.142E+01
6.967E+01
7.414E+01
6.442E+01
6.248E+01
8.169E+01
8.192E+01

286
5.734E+01
5.004E+01
5.871E+01
4.649E+01
5.827E+01
5.178E+01
5.091E+01
5.485E+01
5.720E+01
4.967E+01
4.592E+01
6.095E+01
6.423E+01

287
1.026E+01
9.811E+00
1.039E+01
6.423E+00
9.046E+00
7.342E+00
6.647E+00
9.378E+00
7.747E+00
1.056E+01
8.001E+00
8.603E+00
7.781E+00

288
6.470E+01
5.741E+01
5.956E+01
6.557E+01
5.568E+01
7.322E+01
8.363E+01
7.205E+01
6.509E+01
7.074E+01
5.954E+01
6.065E+01
6.008E+01

289
5.004E+01
4.559E+01
4.989E+01
5.283E+01
4.566E+01
6.001E+01
7.172E+01
5.915E+01
5.343E+01
5.715E+01
4.470E+01
4.742E+01
4.880E+01

290
1.831E+01
1.909E+01
2.003E+01
1.928E+01
1.837E+01
2.844E+01
2.506E+01
2.092E+01
2.605E+01
1.648E+01
1.578E+01
2.013E+01
2.196E+01

291
1.485E+01
1.554E+01
1.662E+01
1.600E+01
1.491E+01
2.369E+01
2.148E+01
1.691E+01
2.092E+01
1.286E+01
1.184E+01
1.657E+01
1.756E+01

292
2.370E+00
2.546E+00
2.886E+00
1.993E+00
2.271E+00
2.602E+00
2.174E+00
2.592E+00
2.566E+00
1.945E+00
2.170E+00
2.230E+00
2.177E+00

293
2.170E+00
2.162E+00
2.351E+00
9.344E−01
1.417E+00
1.865E+00
1.204E+00
1.962E+00
1.995E+00
2.197E+00
1.916E+00
1.365E+00
1.567E+00

294
2.092E+00
2.297E+00
3.197E+00
3.437E+00
2.677E+00
1.993E+00
2.063E+00
2.192E+00
3.094E+00
1.910E+00
6.600E+00
1.929E+00
1.917E+00

295
2.110E+00
2.260E+00
3.164E+00
3.424E+00
2.688E+00
2.021E+00
2.139E+00
2.156E+00
3.041E+00
1.934E+00
6.469E+00
1.945E+00
1.912E+00

296
1.290E+00
1.622E+00
2.337E+00
2.602E+00
1.805E+00
1.273E+00
1.498E+00
1.455E+00
2.042E+00
1.649E+00
5.929E+00
1.240E+00
1.136E+00

297
3.165E−01
2.205E−01
2.561E−01
2.985E−01
3.067E−01
3.496E−01
3.404E−01
3.740E−01
4.985E−01
3.895E−01
2.012E−01
3.454E−01
2.689E−01

298
1.768E−02
8.302E−03
7.766E−03
7.229E−03
9.074E−03
1.345E−02
1.467E−02
1.375E−02
1.210E−02
1.862E−02
4.054E−03
1.384E−02
1.452E−02

299
1.811E−01
8.281E−02
5.427E−02
7.851E−02
5.878E−02
8.774E−02
1.139E−01
1.789E−01
9.954E−02
3.187E−01
4.483E−02
8.474E−02
6.908E−02

300
1.126E−02
4.634E−03
2.789E−03
2.853E−03
2.960E−03
5.878E−03
6.607E−03
7.208E−03
3.411E−03
1.073E−02
1.266E−03
3.668E−03
3.840E−03

301
9.825E−02
4.462E−02
4.483E−02
3.540E−02
3.711E−02
4.998E−02
5.921E−02
9.289E−02
4.870E−02
1.705E−01
2.832E−02
6.521E−02
5.084E−02

302
1.171E−02
2.068E−02
2.231E−02
2.531E−02
3.540E−02
1.534E−02
6.307E−03
1.420E−02
6.135E−02
3.153E−02
9.396E−02
1.493E−02
1.472E−02

303
2.862E−01
1.416E−01
1.251E−01
1.032E−01
1.435E−01
2.377E−01
1.667E−01
2.406E−01
1.896E−01
3.449E−01
7.251E−02
2.652E−01
2.221E−01

304
5.749E−03
1.585E−02
1.532E−02
2.231E−02
2.639E−02
6.243E−03
4.977E−03
7.444E−03
6.221E−02
2.062E−02
7.101E−02
7.573E−03
6.457E−03

305
4.965E−01
2.945E−01
2.760E−01
2.328E−01
2.990E−01
3.964E−01
4.126E−01
5.470E−01
2.815E−01
6.972E−01
1.540E−01
3.393E−01
3.386E−01

306
3.003E−02
1.547E−02
2.070E−02
1.195E−02
1.658E−02
3.282E−02
2.639E−02
2.403E−02
1.952E−02
4.376E−02
7.101E−03
2.381E−02
2.617E−02

307
1.301E+00
6.967E−01
5.710E−01
3.836E−01
8.793E−01
1.928E+00
9.667E−01
9.532E−01
7.378E−01
9.811E−01
2.373E−01
1.486E+00
1.838E+00

308
2.295E−02
1.429E−02
1.294E−02
7.401E−03
1.635E−02
3.904E−02
1.525E−02
1.171E−02
1.023E−02
1.581E−02
4.312E−03
2.403E−02
2.660E−02

309
3.904E−03
1.547E−03
3.175E−03
2.019E−03
3.861E−03
5.878E−03
6.157E−03
3.389E−03
2.167E−03
3.668E−03
3.282E−03
4.762E−03
4.441E−03

310
6.436E−03
9.653E−04
1.195E−03
6.736E−04
1.135E−03
1.705E−03
1.467E−03
2.252E−03
3.711E−03
1.128E−03
1.774E−03
2.167E−03
1.815E−03

311
4.591E−04
7.723E−04
1.991E−04
3.368E−04
6.822E−04
1.894E−04
5.856E−04
4.505E−04
6.200E−04
1.412E−03
1.266E−03
8.645E−04
6.050E−04

312
2.295E−04
7.723E−04
3.990E−04
8.409E−04
4.548E−04
3.797E−04
1.467E−04
4.505E−04
0.000E+00
0.000E+00
0.000E+00
2.167E−04
4.033E−04

313
1.585E−01
7.487E−02
7.851E−02
6.543E−02
9.911E−02
2.034E−01
1.523E−01
2.019E−01
9.053E−02
1.929E−01
2.051E−02
1.881E−01
1.671E−01

314
5.964E−03
2.896E−03
3.776E−03
2.019E−03
3.175E−03
5.299E−03
6.157E−03
7.444E−03
5.578E−03
5.921E−03
7.594E−04
4.333E−03
7.658E−03

315
3.604E−02
1.469E−02
1.472E−02
1.397E−02
2.111E−02
4.119E−02
2.596E−02
3.497E−02
1.581E−02
3.239E−02
5.063E−03
3.733E−02
2.960E−02

316
1.148E−03
3.861E−04
7.959E−04
8.409E−04
6.822E−04
1.137E−03
8.795E−04
1.126E−03
3.111E−04
1.693E−03
5.063E−04
1.946E−03
2.210E−03

317
3.304E−02
1.216E−02
1.633E−02
1.530E−02
1.227E−02
3.325E−02
2.424E−02
3.583E−02
1.519E−02
2.145E−02
6.843E−03
2.467E−02
2.789E−02

318
2.982E−03
7.723E−04
1.991E−03
6.736E−04
1.362E−03
9.460E−04
5.856E−04
2.027E−03
3.111E−04
2.832E−03
1.013E−03
1.298E−03
1.210E−03

319
2.074E−01
9.160E−02
1.227E−01
1.066E−01
1.163E−01
2.981E−01
1.639E−01
2.577E−01
1.392E−01
1.521E−01
4.012E−02
2.602E−01
2.598E−01

320
9.182E−04
1.933E−04
0.000E+00
1.682E−04
6.822E−04
5.685E−04
8.795E−04
1.351E−03
3.111E−04
5.642E−04
0.000E+00
4.333E−04
1.210E−03

321
2.167E−01
1.023E−01
1.191E−01
1.201E−01
1.598E−01
2.720E−01
2.256E−01
3.557E−01
1.242E−01
3.000E−01
3.368E−02
2.351E−01
2.014E−01

322
9.182E−03
5.020E−03
3.175E−03
2.531E−03
4.762E−03
9.289E−03
6.457E−03
1.015E−02
8.366E−03
1.100E−02
2.274E−03
8.431E−03
7.658E−03

323
1.875E−01
1.249E−01
1.579E−01
1.304E−01
1.763E−01
3.570E−01
2.070E−01
3.062E−01
1.673E−01
2.092E−01
4.054E−02
2.745E−01
3.112E−01

324
7.809E−03
4.827E−03
3.583E−03
2.019E−03
4.998E−03
7.573E−03
6.007E−03
8.795E−03
3.711E−03
5.363E−03
2.531E−03
6.479E−03
1.068E−02

325
1.216E−02
6.564E−03
2.789E−03
4.376E−03
7.723E−03
6.436E−03
8.645E−03
1.105E−02
5.277E−03
8.752E−03
4.054E−03
6.929E−03
8.259E−03

326
1.607E−03
1.547E−03
5.964E−04
5.041E−04
2.044E−03
1.515E−03
4.398E−04
9.010E−04
9.310E−04
3.111E−03
7.594E−04
8.645E−04
8.066E−04

327
1.976E−02
5.020E−03
8.366E−03
6.050E−03
5.213E−03
1.060E−02
8.795E−03
1.757E−02
4.333E−03
1.270E−02
4.054E−03
9.525E−03
1.291E−02

328
2.295E−03
3.861E−04
9.954E−04
3.368E−04
9.074E−04
1.894E−04
1.613E−03
1.126E−03
6.200E−04
1.693E−03
1.519E−03
2.167E−03
0.000E+00

329
4.998E−01
2.821E−01
2.326E−01
1.989E−01
3.129E−01
6.845E−01
4.002E−01
4.959E−01
3.122E−01
4.773E−01
1.025E−01
5.351E−01
4.542E−01

330
6.436E−03
4.441E−03
2.188E−03
2.188E−03
6.822E−03
6.436E−03
4.248E−03
6.543E−03
3.111E−03
5.642E−03
2.789E−03
7.787E−03
4.033E−03

331
3.432E−02
1.663E−02
1.392E−02
1.227E−02
1.317E−02
3.990E−02
2.295E−02
4.033E−02
1.860E−02
3.604E−02
4.805E−03
4.398E−02
3.904E−02

332
1.607E−03
9.653E−04
1.195E−03
0.000E+00
3.625E−03
7.573E−04
8.795E−04
1.126E−03
9.310E−04
1.128E−03
2.531E−03
1.081E−03
8.066E−04

333
2.381E−02
9.460E−03
6.757E−03
9.074E−03
8.409E−03
2.660E−02
1.701E−02
2.510E−02
8.688E−03
2.062E−02
4.805E−03
2.660E−02
2.167E−02

334
4.591E−04
3.861E−04
1.991E−04
3.368E−04
4.548E−03
0.000E+00
0.000E+00
4.505E−04
9.310E−04
8.474E−04
7.594E−04
2.167E−04
6.050E−04

335
5.642E−02
1.971E−02
2.089E−02
2.360E−02
2.134E−02
6.650E−02
3.389E−02
5.213E−02
2.982E−02
3.282E−02
1.291E−02
7.229E−02
6.328E−02

336
4.591E−03
2.896E−03
3.175E−03
2.360E−03
1.817E−02
3.604E−03
2.338E−03
6.307E−03
4.333E−03
7.894E−03
7.337E−03
6.050E−03
4.848E−03

337
1.206E−01
5.663E−02
5.277E−02
4.805E−02
6.243E−02
1.358E−01
8.710E−02
1.120E−01
4.312E−02
1.210E−01
1.875E−02
1.272E−01
1.150E−01

338
2.295E−03
5.792E−04
7.959E−04
1.682E−04
1.135E−03
1.894E−03
8.795E−04
6.757E−04
1.860E−03
2.252E−03
5.063E−04
4.119E−03
2.424E−03

339
5.942E−02
2.810E−02
2.338E−02
2.001E−02
2.810E−02
7.701E−02
3.926E−02
5.599E−02
2.703E−02
4.205E−02
6.328E−03
6.908E−02
7.144E−02

340
2.746E−03
1.740E−03
2.381E−03
1.008E−03
2.044E−03
3.797E−03
1.907E−03
2.488E−03
1.551E−03
3.668E−03
1.266E−03
2.810E−03
3.025E−03

341
7.573E−03
3.089E−03
3.583E−03
2.019E−03
3.861E−03
4.355E−03
3.518E−03
5.406E−03
3.711E−03
6.779E−03
2.027E−03
7.787E−03
4.441E−03

342
4.591E−04
5.792E−04
3.990E−04
3.368E−04
4.548E−04
5.685E−04
4.398E−04
2.252E−04
0.000E+00
1.128E−03
0.000E+00
8.645E−04
6.050E−04

343
5.513E−03
5.985E−03
3.990E−03
5.213E−03
7.272E−03
7.015E−03
3.368E−03
6.757E−03
6.822E−03
7.058E−03
2.531E−03
6.929E−03
3.432E−03

344
6.886E−04
3.861E−04
3.990E−04
1.682E−04
1.135E−03
3.797E−04
2.939E−04
4.505E−04
9.310E−04
5.642E−04
5.063E−04
4.333E−04
4.033E−04

CY
CZ
DA
DB
DC
DD
DE
DF
DG
DH
DI
DJ
DK

1
13816
14550
13680
13818
14666
13868
13834
N4 G
N5 K
13637
13654
13681
13690

2
Benign
Early Malignant
Benign
Control
Early Malignant
Benign
Benign
Control
Control
Benign
Benign
Benign
Benign

3
1
2
1
0
2
1
1
0
0
1
1
1
1

4
−1
−1
−1
1
−1
−1
−1
1
1
−1
−1
−1
−1

5
1.609E+00
1.336E+00
1.418E+00
1.293E+00
9.790E−01
1.121E+00
1.594E+00
1.771E+00
1.797E+00
4.624E−01
1.966E+00
1.822E+00
1.321E+00

6
5.461E−01
2.886E−01
6.395E−01
4.227E−01
3.541E−01
4.238E−01
4.024E−01
7.843E−02
5.633E−02
1.878E−01
8.454E−01
7.486E−01
8.282E−01

7
2.564E−01
1.599E−01
2.350E−01
1.642E−01
1.556E−01
1.384E−01
2.264E−01
2.468E−02
2.479E−02
6.556E−02
2.886E−01
2.672E−01
1.781E−01

8
7.958E−01
8.995E−01
6.255E−01
7.270E−01
8.974E−01
7.883E−01
7.129E−01
5.836E+00
5.837E+00
1.524E−01
5.998E−01
7.190E−01
4.807E−01

9
2.082E−02
2.511E−02
2.339E−02
2.350E−02
2.682E−02
2.371E−02
1.781E−02
4.034E−02
3.830E−02
2.918E−02
2.006E−02
1.845E−02
2.178E−02

10
8.144E−03
1.255E−02
8.895E−03
7.693E−03
9.968E−03
1.159E−02
1.223E−02
0.000E+00
2.253E−03
4.163E−03
9.528E−03
1.105E−02
1.685E−02

11
8.594E−03
1.255E−02
1.030E−02
9.056E−03
1.059E−02
9.914E−03
1.116E−02
4.485E−03
2.253E−03
7.285E−03
1.059E−02
1.953E−02
8.895E−03

12
5.429E−03
6.921E−03
9.828E−03
4.528E−03
9.345E−03
6.052E−03
7.242E−03
4.485E−03
1.127E−02
1.041E−03
1.170E−02
4.753E−03
6.427E−03

13
1.180E−02
1.006E−02
3.745E−03
5.880E−03
1.867E−02
1.159E−02
1.059E−02
5.601E−02
5.633E−02
9.367E−03
8.466E−03
8.970E−03
3.466E−03

14
5.333E−02
5.912E−02
5.848E−02
5.751E−02
5.236E−02
4.185E−02
6.406E−02
6.727E−03
6.760E−03
1.878E−02
9.582E−02
5.225E−02
5.494E−02

15
2.264E−03
7.543E−03
5.150E−03
5.429E−03
1.867E−03
1.652E−03
4.464E−03
0.000E+00
0.000E+00
3.122E−03
1.373E−02
6.330E−03
2.961E−03

16
0.000E+00
2.511E−03
0.000E+00
0.000E+00
0.000E+00
5.504E−04
5.579E−04
2.242E−03
2.253E−03
0.000E+00
1.059E−03
1.588E−03
0.000E+00

17
3.165E−03
9.431E−03
8.423E−03
8.144E−03
1.491E−02
7.157E−03
5.579E−03
2.242E−03
2.253E−03
3.122E−03
5.290E−03
5.805E−03
3.466E−03

18
3.165E−02
3.841E−02
4.442E−02
3.573E−02
3.670E−02
2.972E−02
3.627E−02
2.693E−02
4.056E−02
3.959E−02
4.024E−02
2.425E−02
1.534E−02

19
8.637E−02
8.112E−02
8.798E−02
8.144E−02
7.725E−02
6.717E−02
1.084E−01
3.809E−02
3.155E−02
4.582E−02
1.054E−01
1.170E−01
7.017E−02

20
9.045E−04
1.888E−03
0.000E+00
9.056E−04
0.000E+00
3.305E−03
1.116E−03
8.970E−03
0.000E+00
2.082E−03
5.290E−04
2.639E−03
4.946E−04

21
1.674E−02
1.070E−02
1.212E−02
1.180E−02
2.114E−02
9.914E−03
8.358E−03
2.468E−02
1.803E−02
6.245E−03
9.002E−03
9.506E−03
1.438E−02

22
1.352E−03
5.665E−03
2.339E−03
1.813E−03
2.489E−03
1.652E−03
2.232E−03
0.000E+00
0.000E+00
0.000E+00
1.588E−03
1.588E−03
2.961E−03

23
3.433E−02
2.961E−02
3.884E−02
2.489E−02
3.112E−02
2.865E−02
2.790E−02
6.727E−03
4.056E−02
4.367E−02
6.084E−02
5.440E−02
5.343E−02

24
4.517E−02
5.783E−02
6.363E−02
4.936E−02
5.976E−02
5.504E−02
7.135E−02
1.567E−02
2.704E−02
3.852E−02
6.406E−02
6.073E−02
4.056E−02

25
1.985E−02
1.006E−02
1.685E−02
1.084E−02
1.373E−02
1.266E−02
1.059E−02
1.341E−02
4.506E−03
8.326E−03
2.650E−02
2.221E−02
1.931E−02

26
1.406E−02
1.137E−02
1.545E−02
1.491E−02
1.996E−02
1.545E−02
1.059E−02
2.242E−03
9.013E−03
8.326E−03
1.749E−02
2.371E−02
1.931E−02

27
1.352E−03
5.665E−03
3.273E−03
2.715E−03
3.734E−03
1.652E−03
2.232E−03
4.485E−03
6.760E−03
2.082E−03
2.650E−03
6.330E−03
3.959E−03

28
2.618E−02
2.071E−02
2.715E−02
2.307E−02
1.931E−02
1.652E−02
1.727E−02
1.341E−02
1.127E−02
1.770E−02
3.122E−02
4.013E−02
2.028E−02

29
3.884E−02
3.584E−02
5.290E−02
3.391E−02
2.865E−02
3.852E−02
4.796E−02
3.584E−02
9.013E−03
2.285E−02
4.710E−02
4.539E−02
3.509E−02

30
5.966E−02
6.545E−02
5.665E−02
6.470E−02
6.041E−02
5.837E−02
6.245E−02
1.567E−02
2.704E−02
6.663E−02
6.513E−02
6.127E−02
4.206E−02

31
3.981E−02
4.399E−02
3.326E−02
4.528E−02
4.925E−02
3.852E−02
3.959E−02
2.371E−01
4.056E−02
5.311E−02
5.665E−02
5.333E−02
4.453E−02

32
2.940E−02
3.015E−02
2.242E−02
1.770E−02
2.060E−02
2.307E−02
2.564E−02
1.459E−01
1.014E−01
7.285E−03
6.352E−03
1.534E−02
5.933E−03

33
1.127E−02
8.176E−03
5.612E−03
7.693E−03
1.180E−02
1.105E−02
9.474E−03
6.727E−03
9.013E−03
6.245E−03
1.266E−02
1.212E−02
1.931E−02

34
3.541E−01
3.509E−01
2.758E−01
3.069E−01
4.088E−01
2.961E−01
3.552E−01
1.588E−01
1.717E−01
9.367E−02
6.513E−02
5.279E−02
6.330E−02

35
6.288E−02
8.047E−02
4.496E−02
6.931E−02
6.792E−02
4.238E−02
3.959E−02
2.940E−01
5.633E−02
5.097E−02
6.567E−02
9.979E−02
7.371E−02

36
4.067E−03
4.399E−03
5.150E−03
1.534E−02
5.601E−03
6.609E−03
7.800E−03
1.116E−02
2.253E−03
5.204E−03
8.466E−03
6.330E−03
5.440E−03

37
1.577E−02
1.448E−02
2.575E−02
7.242E−03
9.968E−03
1.652E−02
1.781E−02
2.017E−02
2.253E−02
1.148E−02
1.588E−02
8.970E−03
1.534E−02

38
8.594E−03
1.760E−02
8.423E−03
8.605E−03
1.180E−02
1.427E−02
1.556E−02
6.727E−03
6.760E−03
9.367E−03
2.650E−03
7.393E−03
1.974E−03

39
1.004E−01
1.320E−01
1.330E−01
8.197E−02
6.223E−02
8.369E−02
9.807E−02
1.116E−01
1.642E−01
8.841E−02
2.039E−01
1.067E−01
1.054E−01

40
1.524E−01
1.416E−01
1.964E−01
1.059E−01
1.438E−01
1.255E−01
1.556E−01
9.185E−02
7.436E−02
1.888E−01
1.309E−01
1.384E−01
7.167E−02

41
1.406E−02
1.760E−02
2.060E−02
1.770E−02
1.931E−02
2.092E−02
2.672E−02
3.809E−02
2.704E−02
2.704E−02
1.588E−02
1.685E−02
1.234E−02

42
2.264E−03
2.511E−03
4.678E−04
1.813E−03
4.356E−03
5.504E−04
0.000E+00
0.000E+00
0.000E+00
6.245E−03
2.650E−03
2.114E−03
1.974E−03

43
7.381E−03
6.327E−03
5.272E−03
6.070E−03
1.240E−02
6.198E−03
6.018E−03
1.183E−02
5.401E−03
2.294E−02
4.810E−03
7.201E−03
6.996E−03

44
2.703E−01
3.240E−01
2.318E−01
2.392E−01
3.475E−01
2.568E−01
3.024E−01
1.944E−01
1.981E−01
3.677E−01
1.008E−01
1.000E−01
1.147E−01

45
1.142E−01
9.285E−02
1.127E−01
9.568E−02
1.456E−01
1.188E−01
9.516E−02
1.337E−01
1.685E−01
1.325E−01
5.993E−02
6.996E−02
9.130E−02

46
1.021E−01
1.039E−01
8.102E−02
9.105E−02
1.546E−01
9.542E−02
9.568E−02
2.369E−01
2.462E−01
3.365E−01
8.205E−02
1.070E−01
9.825E−02

47
2.089E−01
2.833E−01
1.669E−01
1.807E−01
3.183E−01
2.076E−01
2.055E−01
1.175E−01
1.116E−01
2.849E−01
2.932E−02
4.321E−02
5.298E−02

48
1.973E−02
3.549E−02
2.299E−02
2.420E−02
3.061E−02
2.428E−02
1.898E−02
1.826E−02
2.855E−02
1.672E−02
8.256E−03
1.114E−02
1.150E−02

49
1.409E−02
1.613E−02
9.979E−03
9.979E−03
1.896E−02
1.294E−02
1.643E−02
6.996E−03
9.182E−03
8.976E−03
4.810E−03
4.038E−03
7.587E−03

50
4.115E−03
2.564E−03
3.601E−03
3.678E−03
6.713E−03
1.054E−03
3.344E−03
6.996E−03
5.401E−03
1.996E−03
2.803E−03
2.279E−03
2.253E−03

51
1.638E−01
1.160E−01
1.515E−01
1.878E−01
1.448E−01
1.917E−01
1.789E−01
1.119E−01
1.322E−01
2.672E−01
8.050E−02
1.098E−01
1.080E−01

52
4.115E−03
2.261E−03
2.906E−03
3.138E−03
4.938E−03
3.421E−03
2.405E−03
3.215E−03
7.021E−03
5.735E−03
1.268E−03
3.806E−03
3.678E−03

53
5.838E−02
5.864E−02
4.269E−02
4.861E−02
6.224E−02
4.475E−02
4.501E−02
1.934E−02
3.241E−02
1.348E−02
1.168E−02
1.049E−02
8.770E−03

54
5.268E+00
4.131E+00
6.080E+00
5.703E+00
4.089E+00
5.764E+00
5.205E+00
4.217E+00
4.223E+00
6.484E+00
6.100E+00
4.585E+00
5.110E+00

55
8.108E−01
6.655E−01
6.436E−01
6.685E−01
6.730E−01
6.746E−01
8.646E−01
4.427E−01
4.799E−01
8.954E−01
5.884E−01
5.202E−01
4.536E−01

56
1.754E−01
1.314E−01
1.942E−01
1.702E−01
1.479E−01
1.941E−01
1.590E−01
1.757E−01
2.030E−01
1.908E−01
1.762E−01
1.476E−01
1.826E−01

57
4.259E+00
3.594E+00
3.855E+00
3.697E+00
3.542E+00
3.623E+00
4.865E+00
2.815E+00
2.817E+00
4.914E+00
3.368E+00
2.868E+00
2.172E+00

58
5.813E−02
4.655E−02
4.269E−02
4.424E−02
7.664E−02
4.604E−02
4.578E−02
9.465E−02
1.080E−01
7.870E−02
3.884E−02
4.681E−02
6.018E−02

59
6.636E−02
5.787E−02
5.967E−02
5.967E−02
4.887E−02
5.350E−02
8.050E−02
3.163E−02
2.855E−02
7.073E−02
5.504E−02
4.398E−01
3.601E−02

60
2.752E−02
3.781E−02
2.266E−02
2.675E−02
2.726E−02
2.361E−02
3.189E−02
1.075E−02
9.722E−03
6.481E−03
7.356E−03
6.327E−03
4.732E−03

61
1.266E+00
1.677E+00
1.384E+00
1.868E+00
9.895E−01
1.387E+00
1.025E+00
1.372E+00
1.423E+00
2.596E+00
1.752E+00
1.654E+00
1.983E+00

62
5.576E−01
4.464E−01
4.852E−01
4.982E−01
4.278E−01
5.004E−01
4.042E−01
8.231E−01
9.382E−01
5.855E−01
3.998E−01
5.777E−01
5.875E−01

63
1.301E−02
1.553E−02
1.145E−02
1.541E−02
1.283E−02
1.003E−02
9.619E−03
1.183E−02
1.836E−02
1.497E−02
9.773E−03
8.848E−03
1.054E−02

64
2.928E+00
2.469E+00
3.012E+00
2.590E+00
1.971E+00
2.836E+00
2.867E+00
1.093E+00
1.107E+00
2.142E+00
2.495E+00
2.742E+00
2.833E+00

65
1.481E−01
1.137E−01
1.235E−01
1.286E−01
1.345E−01
1.384E−01
1.183E−01
6.867E−02
9.619E−02
7.793E−02
8.770E−02
1.013E−01
1.260E−01

66
7.697E−01
6.845E−01
6.032E−01
5.696E−01
6.000E−01
5.788E−01
8.536E−01
3.519E−01
3.115E−01
6.145E−01
4.643E−01
6.231E−01
4.257E−01

67
7.639E−02
7.304E−02
4.758E−02
5.633E−02
8.462E−02
5.504E−02
6.353E−02
3.704E−02
4.372E−02
3.601E−02
2.196E−02
4.630E−02
4.912E−02

68
1.276E−01
1.871E−01
1.029E−01
1.098E−01
1.571E−01
1.157E−01
1.337E−01
3.112E−02
3.729E−02
1.620E−02
1.636E−02
1.543E−02
1.186E−02

69
5.478E−01
9.544E−01
5.677E−01
7.549E−01
4.620E−01
6.345E−01
5.701E−01
2.488E−01
2.645E−01
7.858E−01
7.294E−01
7.418E−01
7.921E−01

70
3.241E−02
4.578E−02
3.138E−02
3.498E−02
3.163E−02
3.498E−02
2.564E−02
1.559E−02
1.836E−02
2.420E−02
1.865E−02
2.392E−02
2.829E−02

71
1.008E−02
1.085E−02
8.307E−03
8.256E−03
1.373E−02
7.510E−03
1.016E−02
5.375E−03
5.401E−04
3.498E−03
5.581E−03
3.678E−03
5.221E−03

72
3.781E−03
3.472E−03
3.138E−03
2.387E−03
4.475E−03
3.292E−03
4.810E−03
2.150E−03
1.080E−03
1.996E−03
2.410E−03
3.292E−03
1.186E−03

73
2.856E−03
2.641E−03
1.479E−03
1.433E−03
3.928E−03
1.738E−03
2.348E−03
0.000E+00
0.000E+00
1.095E−03
1.114E−03
3.330E−03
2.077E−03

74
5.237E−03
5.293E−03
2.957E−03
5.711E−03
5.237E−03
6.366E−03
4.108E−03
7.077E−03
0.000E+00
5.474E−03
5.011E−03
8.330E−03
3.646E−03

75
4.571E−02
3.047E−02
3.296E−02
4.097E−02
3.995E−02
2.720E−02
2.517E−02
8.657E−01
1.964E−01
3.939E−02
6.072E−02
7.607E−02
6.445E−02

76
6.941E−02
7.348E−02
2.664E−02
7.381E−02
5.372E−02
3.826E−02
2.935E−02
1.099E+00
3.149E−01
6.783E−02
7.404E−02
1.129E−01
1.051E−01

77
1.614E−02
3.307E−03
2.460E−03
5.711E−03
1.309E−03
1.738E−03
1.761E−03
1.411E−01
4.977E−02
8.758E−03
1.058E−02
6.659E−03
8.837E−03

78
9.515E−04
6.614E−04
4.921E−04
4.763E−04
0.000E+00
5.790E−04
5.869E−04
0.000E+00
0.000E+00
0.000E+00
0.000E+00
2.777E−03
3.115E−03

79
7.133E−03
1.059E−02
6.896E−03
1.095E−02
1.242E−02
1.275E−02
8.205E−03
2.359E−03
0.000E+00
7.664E−03
6.682E−03
6.106E−03
3.646E−03

80
4.752E−04
5.959E−03
4.436E−03
4.763E−04
3.928E−03
2.314E−03
1.761E−03
2.359E−03
0.000E+00
2.190E−03
1.670E−03
5.000E−03
1.558E−03

81
1.332E−02
2.178E−02
3.397E−02
1.953E−02
3.205E−02
2.427E−02
2.054E−02
9.436E−03
7.111E−03
2.630E−02
1.558E−02
1.670E−02
1.512E−02

82
8.567E−03
8.600E−03
1.129E−02
1.047E−02
1.772E−02
1.100E−02
1.467E−02
5.655E−02
1.185E−02
1.208E−02
8.905E−03
4.447E−03
5.722E−03

83
4.752E−04
1.321E−03
4.921E−03
4.763E−03
4.582E−03
3.476E−03
3.521E−03
7.077E−03
0.000E+00
5.474E−03
1.670E−03
1.670E−03
3.646E−03

84
1.479E−02
1.716E−02
7.878E−03
8.093E−03
1.501E−02
1.625E−02
1.230E−02
7.077E−03
0.000E+00
1.095E−03
1.230E−02
1.219E−02
1.093E−02

85
9.515E−04
3.307E−03
1.479E−03
3.815E−03
1.964E−03
3.476E−03
1.174E−03
7.077E−03
4.740E−03
4.379E−03
1.670E−03
1.111E−03
2.077E−03

86
9.989E−03
1.524E−02
7.878E−03
1.242E−02
9.176E−03
6.366E−03
7.619E−03
1.275E−01
4.977E−02
2.404E−02
6.129E−03
1.275E−02
1.253E−02

87
1.998E−02
3.239E−02
7.381E−03
3.002E−02
2.686E−02
2.032E−02
1.411E−02
6.479E−01
1.727E−01
3.725E−02
3.567E−02
4.108E−02
3.228E−02

88
5.711E−03
2.641E−03
3.442E−03
4.763E−03
2.619E−03
1.163E−03
4.108E−03
7.314E−02
1.422E−02
6.569E−03
6.129E−03
7.223E−03
7.799E−03

89
1.094E−02
1.716E−02
5.418E−03
1.047E−02
1.569E−02
9.266E−03
5.282E−03
1.208E−01
4.740E−02
1.862E−02
1.230E−02
2.280E−02
2.596E−02

90
4.233E−02
2.844E−02
4.436E−03
2.957E−02
2.359E−02
1.388E−02
1.287E−02
9.714E−01
2.980E−01
6.896E−02
3.341E−02
5.113E−02
6.140E−02

91
8.567E−03
4.628E−03
3.442E−03
9.526E−03
4.582E−03
2.314E−03
1.174E−03
1.037E−01
2.844E−02
4.379E−03
7.235E−03
1.275E−02
1.558E−02

92
1.242E−02
2.178E−02
3.442E−03
1.242E−02
7.201E−03
7.528E−03
1.174E−02
1.321E−01
2.133E−02
7.664E−03
1.783E−02
8.330E−03
1.093E−02

93
2.381E−03
5.959E−03
4.436E−03
8.567E−03
4.582E−03
6.953E−03
2.935E−03
8.014E−02
2.844E−02
9.853E−03
6.682E−03
4.447E−03
8.837E−03

94
9.515E−04
1.321E−03
4.436E−03
2.856E−03
1.309E−03
5.790E−04
2.348E−03
3.070E−02
4.740E−03
3.284E−03
2.788E−03
1.111E−03
1.041E−03

95
1.806E−02
7.280E−03
7.381E−03
1.185E−02
7.201E−03
7.528E−03
8.792E−03
5.892E−02
4.029E−02
3.070E−02
5.011E−03
1.111E−02
1.512E−02

96
9.989E−03
1.321E−03
2.957E−03
5.711E−03
4.582E−03
1.738E−03
5.282E−03
6.366E−02
9.481E−03
3.284E−03
7.235E−03
9.436E−03
7.799E−03

97
3.330E−03
4.628E−03
9.842E−04
7.619E−03
4.582E−03
2.314E−03
3.521E−03
7.314E−02
2.607E−02
4.379E−03
5.011E−03
7.777E−03
6.242E−03

98
7.607E−03
1.059E−02
4.436E−03
1.095E−02
1.242E−02
8.691E−03
1.114E−02
2.359E−02
2.133E−02
6.569E−03
7.799E−03
1.111E−02
8.837E−03

99
8.731E−02
7.186E−02
1.032E−01
6.205E−02
9.319E−02
8.682E−02
8.535E−02
3.200E−01
1.447E−01
1.312E−01
1.216E−01
1.471E−01
1.135E−01

100
1.962E−02
2.440E−02
3.053E−02
2.330E−02
3.703E−02
2.955E−02
3.188E−02
2.048E−02
1.030E−02
4.525E−02
3.090E−02
5.248E−02
3.384E−02

101
1.496E−01
2.342E−01
2.097E−01
1.324E−01
1.312E−01
2.256E−01
2.232E−01
1.435E−01
1.133E−01
1.729E−01
2.121E−01
1.545E−01
1.142E−01

102
5.628E−01
8.209E−01
5.727E−01
5.739E−01
1.114E+00
8.091E−01
5.837E−01
2.514E−01
1.987E−01
1.888E−01
5.910E−01
8.115E−01
7.799E−01

103
1.582E−01
2.452E−01
2.636E−01
1.521E−01
1.508E−01
2.575E−01
2.232E−01
1.178E−01
1.570E−01
1.925E−01
2.857E−01
1.815E−01
1.198E−01

104
2.305E−01
2.735E−01
2.121E−01
2.134E−01
3.912E−01
2.673E−01
1.974E−01
2.538E−01
3.017E−01
1.803E−01
2.575E−01
3.323E−01
3.728E−01

105
8.955E−01
1.389E+00
9.649E−01
1.009E+00
1.601E+00
1.313E+00
1.076E+00
1.508E−01
1.570E−01
1.386E−01
8.670E−01
1.004E+00
9.804E−01

106
1.484E−01
1.373E−01
1.337E−01
1.545E−01
1.974E−01
1.398E−01
1.172E−01
2.465E−01
2.673E−01
1.582E−01
2.158E−01
2.256E−01
1.790E−01

107
1.239E−01
1.078E−01
9.945E−02
8.277E−02
1.386E−01
1.075E−01
1.071E−01
1.178E−01
1.239E−01
7.971E−02
1.410E−01
1.349E−01
1.029E−01

108
1.386E−01
2.060E−01
1.447E−01
1.337E−01
1.435E−01
1.324E−01
1.324E−01
1.741E−01
1.082E−01
1.471E−01
1.803E−01
1.876E−01
1.631E−01

109
6.720E−03
1.078E−02
6.953E−03
4.660E−03
1.068E−02
4.402E−03
7.002E−03
0.000E+00
2.575E−03
9.516E−03
4.231E−03
4.831E−03
2.820E−03

110
2.992E−02
1.937E−02
1.226E−02
1.447E−02
1.349E−02
1.324E−02
1.778E−02
2.563E−03
0.000E+00
8.326E−03
1.149E−02
8.449E−03
6.217E−03

111
2.330E−02
2.158E−02
1.447E−02
1.913E−02
9.258E−03
1.950E−02
1.974E−02
2.563E−03
0.000E+00
7.137E−03
1.029E−02
9.651E−03
7.909E−03

112
1.655E−02
1.078E−02
1.226E−02
1.086E−02
1.275E−02
1.263E−02
1.852E−02
5.126E−03
2.575E−03
8.326E−03
1.210E−02
1.086E−02
1.074E−02

113
5.162E−03
2.158E−03
2.134E−03
4.145E−03
8.547E−03
4.402E−03
5.739E−03
2.563E−03
0.000E+00
1.189E−03
5.445E−03
1.207E−03
3.384E−03

114
9.307E−03
9.344E−03
1.069E−02
6.720E−03
9.258E−03
6.291E−03
7.002E−03
0.000E+00
0.000E+00
2.379E−03
6.045E−03
5.432E−03
1.131E−03

115
8.265E−03
1.078E−02
8.559E−03
7.247E−03
5.690E−03
5.665E−03
7.639E−03
0.000E+00
0.000E+00
2.379E−03
4.231E−03
3.017E−03
4.525E−03

116
4.132E−03
1.435E−03
3.740E−03
2.587E−03
4.267E−03
1.888E−03
1.913E−03
0.000E+00
0.000E+00
0.000E+00
4.231E−03
4.218E−03
2.820E−03

117
1.496E−02
1.007E−02
1.288E−02
6.205E−03
7.112E−03
6.916E−03
1.337E−02
0.000E+00
2.575E−03
3.568E−03
4.231E−03
2.416E−03
4.525E−03

118
5.690E−03
4.316E−03
5.886E−03
5.175E−03
7.823E−03
3.777E−03
8.277E−03
0.000E+00
0.000E+00
3.568E−03
3.630E−03
3.017E−03
3.384E−03

119
1.085E−02
5.751E−03
7.492E−03
5.690E−03
4.979E−03
8.179E−03
6.376E−03
2.563E−03
0.000E+00
5.947E−03
1.210E−03
1.815E−03
2.256E−03

120
5.162E−03
1.223E−02
6.413E−03
8.792E−03
1.275E−02
9.442E−03
4.464E−03
0.000E+00
2.575E−03
2.379E−03
1.815E−03
3.017E−03
3.384E−03

121
3.562E−02
5.850E−02
4.684E−02
9.706E−03
2.671E−02
4.337E−02
1.995E−02
1.122E−01
4.835E−02
1.193E−01
1.514E−01
1.211E−01
9.884E−02

122
1.069E−01
8.994E−02
1.336E−01
1.291E−01
1.336E−01
7.088E−02
9.172E−02
4.328E−01
5.156E−01
1.861E−01
1.362E−01
1.469E−01
1.202E−01

123
2.289E+00
2.182E+00
2.021E+00
2.262E+00
2.476E+00
1.638E+00
2.093E+00
6.002E+00
5.378E+00
3.045E+00
2.698E+00
2.663E+00
2.912E+00

124
3.882E−02
2.698E−02
1.336E−02
1.941E−02
3.562E−02
7.881E−03
2.787E−02
3.206E−02
6.447E−02
7.444E−02
6.438E−02
3.402E−02
4.951E−02

125
4.533E−02
9.884E−02
8.032E−02
1.941E−02
6.242E−02
3.936E−02
6.776E−02
8.014E−02
4.835E−02
5.209E−02
1.060E−01
1.247E−01
8.139E−02

126
6.500E−01
2.476E−01
7.133E−01
3.882E−01
5.031E−01
4.292E−01
2.912E−01
2.164E+00
1.692E+00
4.096E−01
7.275E−01
6.153E−01
5.663E−01

127
1.683E+00
1.238E+00
1.434E+00
1.104E+00
1.567E+00
1.095E+00
8.611E−01
7.373E+00
7.686E+00
1.701E+00
1.719E+00
1.745E+00
1.229E+00

128
1.817E+00
1.906E+00
1.380E+00
1.888E+00
1.897E+00
1.701E+00
1.282E+00
4.363E+00
4.043E+00
1.852E+00
1.790E+00
1.977E+00
2.289E+00

129
3.882E−02
5.396E−02
3.348E−02
3.562E−02
4.898E−02
6.696E−02
5.183E−02
4.809E−02
8.059E−02
9.706E−02
5.681E−02
8.308E−02
2.119E−02

130
6.392E+00
7.056E+00
7.935E+00
6.572E+00
4.408E+00
4.898E+00
2.591E+00
7.391E+01
7.940E+01
1.608E+01
1.514E+01
1.117E+01
1.007E+01

131
6.939E+00
3.927E+00
7.490E+00
4.515E+00
5.387E+00
3.767E+00
4.577E+00
4.166E+01
4.447E+01
1.408E+01
1.579E+01
8.015E+00
9.176E+00

132
3.562E−02
2.253E−02
4.354E−02
3.562E−02
4.898E−02
4.728E−02
1.594E−02
1.603E−02
3.224E−02
5.957E−02
6.064E−02
1.514E−02
4.248E−02

133
1.941E−02
1.354E−02
3.348E−03
1.941E−02
1.781E−02
1.576E−02
2.395E−02
1.603E−02
0.000E+00
2.974E−02
1.140E−02
1.888E−02
1.772E−02

134
6.474E−03
8.994E−03
1.336E−02
1.291E−02
2.226E−02
7.881E−03
1.193E−02
3.206E−02
0.000E+00
2.235E−02
3.028E−02
1.514E−02
2.832E−02

135
3.882E−02
4.497E−02
2.680E−02
1.941E−02
2.226E−02
2.360E−02
1.995E−02
1.603E−02
1.612E−02
2.235E−02
2.271E−02
1.888E−02
1.060E−02

136
9.706E−03
1.354E−02
0.000E+00
2.271E−02
2.671E−02
3.152E−02
1.995E−02
0.000E+00
0.000E+00
2.235E−02
1.897E−02
7.551E−03
1.416E−02

137
2.591E−02
6.305E−02
2.680E−02
2.912E−02
1.024E−01
7.881E−02
4.390E−02
0.000E+00
3.224E−02
2.235E−02
6.438E−02
1.888E−02
3.535E−02

138
1.621E−02
2.698E−02
3.348E−02
3.241E−02
1.781E−02
2.360E−02
7.979E−03
3.206E−02
1.612E−02
1.487E−02
1.514E−02
1.888E−02
2.832E−02

139
1.719E−01
1.398E−01
2.378E−01
1.817E−01
1.870E−01
2.244E−01
1.158E−01
5.931E−01
3.865E−01
2.235E−01
1.398E−01
1.736E−01
3.045E−01

140
1.104E−01
1.033E−01
9.706E−02
1.487E−01
2.093E−01
1.104E−01
4.782E−02
1.923E−01
1.772E−01
7.444E−02
4.541E−02
9.795E−02
1.024E−01

141
4.203E−02
5.396E−02
2.680E−02
3.562E−02
9.795E−02
1.184E−02
3.188E−02
1.603E−02
1.612E−02
3.722E−02
4.924E−02
8.691E−02
1.024E−01

142
2.262E−02
8.994E−03
1.674E−02
1.621E−02
8.905E−03
1.184E−02
1.594E−02
4.809E−02
3.224E−02
7.444E−03
1.140E−02
1.514E−02
7.079E−03

143
6.474E−03
2.698E−02
4.016E−02
1.621E−02
4.452E−02
7.881E−03
2.395E−02
3.206E−02
1.612E−02
1.487E−02
7.578E−03
7.551E−03
1.772E−02

144
2.912E−02
5.850E−02
3.687E−02
2.271E−02
3.117E−02
5.120E−02
1.995E−02
3.206E−02
1.612E−02
4.470E−02
3.411E−02
2.262E−02
3.188E−02

145
1.941E−02
4.497E−03
3.348E−03
2.591E−02
2.226E−02
1.968E−02
1.995E−02
0.000E+00
1.131E−01
2.235E−02
1.897E−02
1.131E−02
2.119E−02

145
1.683E−01
2.297E−01
2.146E−01
2.529E−01
2.182E−01
2.440E−01
1.077E−01
6.411E−01
5.156E−01
5.289E−01
2.760E−01
2.609E−01
4.069E−01

147
9.706E−02
9.439E−02
6.358E−02
1.291E−01
1.469E−01
1.104E−01
7.578E−02
2.885E−01
2.582E−01
1.416E−01
8.335E−02
1.434E−01
1.915E−01

148
3.918E−01
3.108E−01
2.511E−01
4.310E−01
2.983E−01
3.268E−01
2.556E−01
5.610E−01
9.350E−01
3.500E−01
2.351E−01
4.007E−01
6.153E−01

149
1.104E−01
4.951E−02
6.358E−02
8.424E−02
9.795E−02
8.272E−02
7.177E−02
1.603E−01
1.131E−01
6.705E−02
6.821E−02
9.795E−02
6.367E−02

150
3.562E−02
4.497E−02
3.687E−02
3.241E−02
2.671E−02
2.760E−02
2.395E−02
8.014E−02
6.447E−02
4.470E−02
1.140E−02
1.888E−02
1.772E−02

151
9.706E−03
4.052E−02
2.680E−02
1.291E−02
8.905E−03
1.576E−02
2.395E−02
4.809E−02
3.224E−02
4.470E−02
2.271E−02
1.888E−02
2.476E−02

152
2.591E−02
2.253E−02
5.690E−02
2.591E−02
3.117E−02
3.152E−02
2.395E−02
3.206E−02
0.000E+00
1.487E−02
5.681E−02
3.019E−02
2.119E−02

153
1.941E−02
1.354E−02
3.348E−02
2.271E−02
8.905E−03
1.576E−02
7.979E−03
3.206E−02
1.612E−02
1.487E−02
2.271E−02
1.514E−02
3.535E−02

154
1.291E−02
4.497E−03
6.696E−03
9.706E−03
3.117E−02
1.184E−02
3.989E−03
1.603E−02
1.612E−02
2.235E−02
1.514E−02
3.019E−02
2.119E−02

155
9.706E−03
4.052E−02
2.680E−02
1.941E−02
8.905E−03
7.881E−03
1.193E−02
1.603E−02
0.000E+00
8.192E−02
1.514E−02
1.514E−02
2.119E−02

156
5.245E−01
3.241E−01
4.791E−01
5.316E−01
3.740E−01
2.048E−01
2.716E−01
1.238E+00
1.193E+00
9.795E−01
5.530E−01
4.951E−01
1.033E+00

157
1.683E−01
1.665E−01
1.505E−01
1.621E−01
1.647E−01
1.104E−01
8.771E−02
6.892E−01
3.865E−01
3.722E−01
1.549E−01
2.075E−01
3.010E−01

158
4.497E−01
5.396E−01
3.820E−01
5.859E−01
3.428E−01
3.188E−01
1.950E−01
1.362E+00
1.140E+00
7.747E−01
5.111E−01
5.361E−01
9.261E−01

159
1.425E−01
1.122E−01
5.361E−02
1.291E−01
1.336E−01
1.024E−01
6.385E−02
3.206E−01
3.063E−01
1.416E−01
1.211E−01
1.469E−01
1.879E−01

160
3.562E−02
3.598E−02
4.354E−02
3.882E−02
1.336E−02
3.544E−02
1.193E−02
4.809E−02
3.224E−02
3.722E−02
1.897E−02
4.907E−02
3.535E−02

161
2.591E−02
4.052E−02
4.016E−02
3.241E−02
3.562E−02
6.305E−02
2.395E−02
1.603E−02
9.706E−02
2.974E−02
2.654E−02
1.131E−02
3.535E−02

162
4.533E−02
2.698E−02
3.010E−02
2.912E−02
4.007E−02
1.184E−02
4.390E−02
1.603E−02
0.000E+00
2.235E−02
4.541E−02
1.131E−02
3.894E−02

163
1.291E−02
1.799E−02
3.010E−02
1.291E−02
4.007E−02
1.968E−02
3.989E−03
1.603E−02
0.000E+00
2.235E−02
3.028E−02
3.019E−02
1.416E−02

164
6.474E−03
4.052E−02
2.680E−02
9.706E−03,
1.336E−02
1.576E−02
1.995E−02
1.603E−02
4.835E−02
7.444E−03
1.514E−02
1.514E−02
1.416E−02

165
1.621E−02
1.354E−02
3.348E−02
1.291E−02
3.117E−02
1.576E−02
1.594E−02
0.000E+00
1.612E−02
4.470E−02
3.411E−02
3.402E−02
1.416E−02

166
5.824E−02
5.396E−02
5.361E−02
9.350E−02
7.133E−02
3.936E−02
5.183E−02
9.617E−02
1.612E−01
6.705E−02
5.298E−02
9.795E−02
1.238E−01

167
2.458E−01
2.609E−01
2.306E−01
3.045E−01
1.603E−01
2.600E−01
1.113E−01
5.129E−01
5.316E−01
4.915E−01
2.992E−01
3.553E−01
6.866E−01

168
1.549E−01
1.754E−01
1.175E−01
1.558E−01
1.514E−01
1.060E−01
1.158E−01
1.763E−01
1.772E−01
2.235E−01
1.594E−01
1.167E−01
2.226E−01

169
2.912E−02
6.305E−02
3.687E−02
6.803E−02
2.226E−02
3.544E−02
5.583E−02
4.809E−02
6.447E−02
1.264E−01
8.709E−02
7.551E−02
7.427E−02

170
2.912E−02
4.951E−02
3.687E−02
3.882E−02
4.452E−02
5.120E−02
6.776E−02
6.411E−02
1.612E−02
5.209E−02
3.411E−02
6.046E−02
3.188E−02

171
3.562E−02
3.598E−02
1.006E−02
4.533E−02
5.343E−02
1.968E−02
1.193E−02
3.206E−02
0.000E+00
2.235E−02
2.654E−02
2.645E−02
1.060E−02

172
5.212E−02
5.212E−02
5.212E−02
8.964E−02
9.209E−02
9.270E−02
7.639E−02
1.435E−01
1.447E−01
1.128E−01
5.788E−02
1.170E−01
1.557E−01

173
1.973E+00
2.725E+00
1.807E+00
1.883E+00
3.102E+00
2.279E+00
2.090E+00
1.100E+00
1.309E+00
3.078E−01
2.228E+00
2.673E+00
2.995E+00

174
3.514E+00
4.744E+00
2.964E+00
2.929E+00
5.124E−00
3.649E+00
3.437E+00
1.033E+00
1.194E+00
4.635E−01
4.072E+00
4.353E+00
5.506E+00

175
7.925E−01
9.364E−01
8.147E−01
7.386E−01
1.088E+00
8.499E−01
7.639E−01
1.084E+00
1.309E+00
2.673E−01
8.228E−01
1.282E+00
1.358E+00

176
1.918E+00
3.046E+00
2.202E+00
2.103E+00
2.923E+00
1.980E+00
2.428E+00
3.913E+00
4.327E+00
9.598E−01
2.590E+00
2.997E+00
2.888E+00

177
1.072E+00
1.085E+00
9.770E−01
1.020E+00
1.336E+00
6.658E−01
6.953E−01
3.926E+00
3.843E+00
6.168E−01
1.765E+00
1.889E+00
1.890E+00

178
1.692E−01
1.987E−01
1.582E−01
3.188E−01
2.085E−01
1.704E−01
1.312E−01
4.880E−01
5.788E−01
6.462E−02
2.158E−01
3.151E−01
3.519E−01

179
3.078E−02
2.477E−02
2.207E−02
4.954E−02
3.740E−02
2.440E−02
3.078E−02
7.284E−02
7.321E−02
9.234E−03
2.551E−02
3.801E−02
4.623E−02

180
8.915E−03
1.987E−02
1.288E−02
1.251E−02
3.311E−02
1.193E−02
1.263E−02
1.104E−02
1.557E−02
9.234E−03
1.361E−02
2.551E−02
1.606E−02

181
1.113E−02
1.606E−02
1.521E−02
1.115E−02
6.744E−03
9.221E−03
1.533E−02
1.324E−02
2.440E−02
4.513E−02
1.827E−02
1.766E−02
1.263E−02

182
6.953E−02
1.066E−01
7.149E−02
8.694E−02
1.729E−01
9.651E−02
7.468E−02
3.090E−02
1.778E−02
1.533E−02
8.976E−02
1.361E−01
1.422E−01

183
1.346E+00
2.020E+00
1.436E+00
1.740E+00
2.730E+00
2.052E+00
1.553E+00
6.708E−01
9.013E−01
7.003E−01
1.351E+00
2.073E+00
2.148E+00

184
1.582E+00
2.213E+00
1.570E+00
1.929E+00
3.317E+00
2.049E+00
1.575E+00
7.247E−01
8.056E−01
2.943E−01
1.625E+00
2.596E+00
2.374E+00

185
1.061E+00
1.577E+00
1.010E+00
1.346E+00
2.280E+00
1.463E+00
1.073E+00
3.115E−01
3.127E−01
1.349E−01
1.014E+00
1.648E+00
1.562E+00

186
2.144E+00
2.941E+00
2.079E+00
2.344E+00
4.369E+00
2.866E+00
2.224E+00
1.301E+00
1.527E+00
1.037E+00
2.382E+00
3.516E+00
4.329E+00

187
5.506E−01
6.266E−01
5.359E−01
5.763E−01
8.510E−01
6.769E−01
5.138E−01
3.605E−01
4.721E−01
3.446E−01
4.464E−01
8.546E−01
9.129E−01

188
4.991E−02
5.886E−02
5.297E−02
4.733E−02
6.867E−02
7.161E−02
5.432E−02
4.856E−02
7.983E−02
3.483E−02
3.912E−02
7.026E−02
6.671E−02

189
1.025E−02
9.920E−03
1.288E−02
1.386E−02
1.655E−02
1.085E−02
8.792E−03
1.987E−02
1.999E−02
7.174E−03
7.296E−03
2.759E−02
1.754E−02

190
1.337E−01
2.195E−01
1.668E−01
1.827E−01
2.771E−01
1.557E−01
1.422E−01
2.269E−01
1.913E−01
1.169E−01
1.606E−01
4.316E−01
3.078E−01

191
2.603E+00
3.059E+00
2.525E+00
2.962E+00
4.163E+00
1.952E+00
1.735E+00
4.061E+00
3.890E+00
1.681E+00
3.594E+00
4.553E+00
4.129E+00

192
6.438E−01
8.471E−01
6.254E−01
1.208E+00
1.066E+00
6.266E−01
4.844E−01
8.056E−01
8.804E−01
3.164E−01
7.161E−01
1.114E+00
1.044E+00

193
9.172E−02
1.349E−01
9.454E−02
1.754E−01
2.048E−01
1.036E−01
9.221E−02
1.459E−01
1.643E−01
2.354E−02
6.573E−02
1.324E−01
1.155E−01

194
6.818E−02
1.471E−01
5.714E−02
8.069E−02
1.570E−01
1.161E−01
1.026E−01
1.766E−02
2.661E−02
3.899E−02
5.788E−02
9.834E−02
4.819E−02

195
3.335E−02
6.757E−02
2.538E−02
3.078E−02
5.702E−02
6.070E−02
4.341E−02
4.414E−03
8.878E−03
1.435E−02
3.176E−02
3.642E−02
2.342E−02

196
1.263E−01
1.570E−01
1.803E−01
1.619E−01
1.839E−01
1.422E−01
1.864E−01
2.587E−01
2.955E−01
2.735E−01
1.692E−01
2.882E−01
3.409E−01

197
1.118E−01
1.251E−01
1.208E−01
1.324E−01
1.545E−01
9.540E−02
1.170E−01
1.148E−01
1.263E−01
7.590E−02
1.422E−01
1.435E−01
2.232E−01

198
6.278E−02
7.308E−02
7.051E−02
8.473E−02
1.031E−01
7.161E−02
7.247E−02
4.635E−02
4.218E−02
2.465E−02
5.947E−02
9.418E−02
6.376E−02

199
9.577E−02
2.440E−01
1.386E−01
1.459E−01
2.600E−01
1.692E−01
1.484E−01
8.829E−03
8.878E−03
3.483E−02
6.315E−02
1.410E−01
2.538E−02

200
5.297E−02
1.183E−01
7.382E−02
9.773E−02
1.459E−01
1.128E−01
8.792E−02
6.622E−03
4.439E−03
1.533E−02
4.795E−02
7.124E−02
3.850E−02

201
4.010E−02
6.879E−02
3.139E−02
3.654E−02
6.193E−02
5.530E−02
4.672E−02
6.622E−03
2.219E−02
1.128E−02
3.544E−02
3.384E−02
3.164E−02

202
4.905E−03
1.422E−02
1.288E−02
6.695E−03
3.679E−03
9.761E−03
9.332E−03
2.207E−03
0.000E+00
2.048E−03
5.212E−03
6.757E−03
4.868E−04

203
1.778E−03
1.864E−03
1.386E−03
4.464E−04
0.000E+00
0.000E+00
2.195E−03
2.207E−03
2.219E−03
2.048E−03
5.212E−04
1.040E−03
4.868E−04

204
4.010E−03
1.545E−02
1.288E−02
1.071E−02
1.044E−02
9.221E−03
1.422E−02
4.414E−03
0.000E+00
4.096E−03
4.697E−03
3.642E−03
3.409E−03

205
4.451E−04
6.193E−04
3.225E−03
4.464E−04
2.452E−03
1.631E−03
2.747E−03
0.000E+00
2.219E−03
1.025E−03
1.044E−03
5.199E−04
4.868E−04

206
5.788E−03
1.545E−02
1.704E−02
1.557E−02
6.744E−03
1.361E−02
2.085E−02
0.000E+00
0.000E+00
1.025E−03
2.085E−03
5.199E−03
1.459E−03

207
1.337E−03
2.477E−03
4.611E−04
8.915E−04
6.131E−04
5.420E−04
1.099E−03
0.000E+00
0.000E+00
1.025E−03
5.212E−04
1.040E−03
0.000E+00

208
3.568E−03
3.102E−03
3.225E−03
4.464E−03
3.066E−03
2.170E−03
6.585E−03
0.000E+00
0.000E+00
1.025E−03
3.654E−03
1.557E−03
1.950E−03

209
4.451E−04
6.193E−04
9.221E−04
0.000E+00
1.839E−03
0.000E+00
0.000E+00
0.000E+00
0.000E+00
7.174E−03
1.044E−03
1.557E−03
1.950E−03

210
1.337E−03
0.000E+00
4.611E−04
1.337E−03
6.131E−04
1.085E−03
0.000E+00
0.000E+00
0.000E+00
2.048E−03
0.000E+00
5.199E−04
0.000E+00

211
4.451E−04
0.000E+00
9.221E−04
4.464E−04
1.226E−03
1.085E−03
5.494E−04
0.000E+00
0.000E+00
1.025E−03
0.000E+00
5.199E−04
9.749E−04

212
1.337E−03
0.000E+00
9.221E−04
4.464E−04
6.131E−04
5.420E−04
0.000E+00
0.000E+00
0.000E+00
1.025E−03
5.212E−04
5.199E−04
0.000E+00

213
2.232E−03
6.193E−04
5.996E−03
8.915E−04
2.452E−03
2.170E−03
3.299E−03
0.000E+00
2.219E−03
2.048E−03
1.570E−03
4.157E−03
2.918E−03

214
8.915E−04
2.477E−03
1.386E−03
1.778E−03
1.839E−03
1.085E−03
1.099E−03
0.000E+00
0.000E+00
0.000E+00
1.044E−03
4.157E−03
4.868E−04

215
4.451E−04
6.193E−04
1.839E−03
8.915E−04
0.000E+00
0.000E+00
2.195E−03
2.207E−03
0.000E+00
1.025E−03
1.044E−03
1.040E−03
0.000E+00

216
0.000E+00
3.716E−03
0.000E+00
0.000E+00
6.131E−04
5.420E−04
5.494E−04
4.414E−03
2.219E−03
1.025E−03
5.212E−04
1.557E−03
0.000E+00

217
1.337E−03
6.193E−04
0.000E+00
0.000E+00
1.226E−03
1.085E−03
5.494E−04
0.000E+00
0.000E+00
1.025E−03
5.212E−04
1.040E−03
4.868E−04

218
1.558E+00
2.144E+00
1.708E+00
2.018E+00
3.341E+00
2.380E+00
1.785E+00
1.559E+00
1.864E+00
9.331E−01
1.597E+00
2.609E+00
2.204E+00

219
1.203E−02
2.477E−02
1.251E−02
2.318E−02
2.698E−02
2.600E−02
1.974E−02
1.324E−02
6.658E−03
1.128E−02
1.570E−02
2.649E−02
2.489E−02

220
2.222E+00
1.244E+00
1.388E+00
1.735E+00
1.861E+00
1.562E+00
1.395E+00
1.391E+00
1.479E+00
1.349E+00
1.077E+00
2.177E+00
1.943E+00

221
6.808E+01
6.135E+01
5.426E+01
6.121E+01
5.247E+01
5.049E+01
6.726E+01
3.937E+01
3.468E+01
4.666E+01
6.906E+01
7.760E+01
6.051E+01

222
5.194E+01
3.404E+01
4.994E+01
4.369E+01
4.221E+01
4.252E+01
3.946E+01
6.328E+01
6.023E+01
2.895E+01
5.209E+01
5.007E+01
5.896E+01

223
3.537E+01
2.459E+01
2.632E+01
2.550E+01
2.911E+01
2.310E+01
3.020E+01
2.758E+01
2.473E+01
2.032E+01
2.691E+01
2.912E+01
2.254E+01

224
2.603E+01
2.811E+01
1.958E+01
2.210E+01
2.008E+01
1.860E+01
2.871E+01
1.537E+01
1.284E+01
1.236E+01
2.215E+01
3.058E+01
2.324E+01

225
1.617E+01
1.881E+01
1.614E+01
1.967E+01
1.503E+01
1.459E+01
1.197E+01
2.939E+01
2.780E+01
1.701E+01
2.287E+01
2.323E+01
2.671E+01

226
9.547E+00
7.828E+00
8.226E+00
8.025E+00
9.009E+00
5.410E+00
1.003E+01
1.276E+01
1.054E+01
7.018E+00
1.505E+01
1.047E+01
1.161E+01

227
3.638E+00
2.285E+00
2.297E+00
2.749E+00
3.492E+00
1.625E+00
3.175E+00
3.957E+00
3.366E+00
1.858E+00
4.384E+00
3.036E+00
3.599E+00

228
2.778E−01
3.122E−01
3.793E−01
3.793E−01
2.389E−01
3.848E−01
5.720E−01
2.219E−01
3.129E−01
2.579E−01
1.695E−01
3.809E−01
2.476E−01

229
2.834E−01
3.468E−01
4.175E−01
3.928E−01
2.505E−01
4.160E−01
5.780E−01
3.065E−01
3.573E−01
3.126E−01
1.903E−01
4.140E−01
2.790E−01

230
2.937E+01
3.767E+01
3.796E+01
2.919E+01
3.201E+01
4.172E+01
4.425E+01
3.369E+01
3.323E+01
3.332E+01
3.834E+01
2.579E+01
2.009E+01

231
3.660E+00
4.230E+00
4.685E+00
4.334E+00
3.823E+00
5.234E+00
5.503E+00
3.853E+00
4.292E+00
3.335E+00
3.675E+00
3.784E+00
3.239E+00

232
1.800E+00
1.603E+00
1.790E+00
1.313E+00
1.814E+00
1.710E+00
2.620E+00
1.514E+00
1.506E+00
1.689E+00
1.671E+00
1.445E+00
1.251E+00

233
5.853E+00
5.109E+00
6.443E+00
4.914E+00
5.780E+00
5.996E+00
5.919E+00
4.059E+00
4.358E+00
5.205E+00
6.964E+00
5.569E+00
5.781E+00

234
1.668E+01
1.578E+01
1.605E+01
1.740E+01
1.919E+01
2.088E+01
1.996E+01
1.447E+01
1.467E+01
2.038E+01
1.529E+01
1.451E+01
1.424E+01

235
9.400E+00
9.499E+00
9.522E+00
1.039E+01
1.145E+01
1.054E+01
1.068E+01
1.086E+01
1.009E+01
1.220E+01
7.821E+00
7.525E+00
7.134E+00

236
9.882E−01
8.464E−01
1.033E+00
5.608E−01
4.902E−01
6.132E−01
1.182E+00
4.414E−01
5.238E−01
5.074E−01
1.088E+00
9.731E−01
5.660E−01

237
6.100E+00
3.844E+00
6.047E+00
2.835E+00
3.729E+00
2.746E+00
4.129E+00
5.100E+00
5.517E+00
3.414E+00
4.177E+00
5.198E+00
5.216E+00

238
6.453E+00
5.342E+00
6.440E+00
4.866E+00
7.184E+00
5.418E+00
6.365E+00
6.659E+00
6.522E+00
7.699E+00
5.059E+00
6.313E+00
4.950E+00

239
1.238E+00
1.209E+00
1.237E+00
1.164E+00
1.307E+00
1.173E+00
1.393E+00
1.185E+00
1.291E+00
1.469E+00
1.062E+00
1.324E+00
1.012E+00

240
1.230E+01
1.084E+01
1.159E+01
1.227E+01
1.442E+01
1.573E+01
1.321E+01
5.513E+00
6.601E+00
1.026E+01
7.297E+00
1.590E+01
1.119E+01

241
2.360E+02
1.837E+02
2.333E+02
2.465E+02
2.428E+02
2.282E+02
1.988E+02
2.645E+02
2.597E+02
2.673E+02
2.208E+02
2.244E+02
2.614E+02

242
1.769E+02
1.484E+02
1.474E+02
1.634E+02
1.843E+02
1.433E+02
1.678E+02
1.572E+02
1.534E+02
1.946E+02
1.346E+02
1.442E+02
1.322E+02

243
1.632E+01
1.305E+01
1.315E+01
1.421E+01
1.689E+01
1.260E+01
1.540E+01
1.509E+01
1.380E+01
1.562E+01
1.146E+01
1.282E+01
1.086E+01

244
9.751E+00
1.208E+01
1.023E+01
7.033E+00
8.391E+00
7.512E+00
7.447E+00
1.364E+01
1.487E+01
1.269E+01
1.146E+01
1.351E+01
1.090E+01

245
5.115E+00
5.309E+00
5.790E+00
3.804E+00
4.837E+00
4.012E+00
4.220E+00
5.175E+00
5.915E+00
4.775E+00
4.954E+00
6.135E+00
5.253E+00

246
7.648E+00
5.281E+00
7.143E+00
5.846E+00
6.756E+00
5.280E+00
6.717E+00
6.113E+00
7.330E+00
6.006E+00
5.873E+00
8.059E+00
8.546E+00

247
5.274E+00
4.366E+00
4.859E+00
4.321E+00
4.682E+00
4.464E+00
5.475E+00
3.674E+00
4.488E+00
4.721E+00
4.112E+00
5.508E+00
4.855E+00

248
7.288E+01
8.507E+01
6.843E+01
9.865E+01
7.329E+01
6.744E+01
5.029E+01
1.089E+02
1.085E+02
1.154E+02
8.169E+01
9.850E+01
1.199E+02

249
5.835E+01
6.365E+01
5.164E+01
9.002E+01
5.971E+01
5.772E+01
4.418E+01
7.060E+01
7.367E+01
5.542E+01
4.102E+01
7.956E+01
9.014E+01

250
1.328E+02
1.147E+02
1.199E+02
1.297E+02
1.331E+02
1.152E+02
1.123E+02
1.553E+02
1.522E+02
1.030E+02
1.023E+02
1.400E+02
1.516E+02

251
5.188E+01
5.171E+01
4.760E+01
4.817E+01
5.416E+01
5.075E+01
5.663E+01
4.362E+01
4.187E+01
4.153E+01
3.967E+01
5.192E+01
4.125E+01

252
3.821E+00
3.936E+00
3.510E+00
3.178E+00
3.736E+00
3.678E+00
4.511E+00
2.395E+00
2.330E+00
2.818E+00
3.073E+00
3.612E+00
2.386E+00

253
4.201E+00
4.820E+00
4.469E+00
2.562E+00
3.767E+00
3.509E+00
4.836E+00
4.034E+00
4.308E+00
5.010E+00
5.290E+00
5.333E+00
3.900E+00

254
9.265E+00
9.756E+00
8.795E+00
6.642E+00
1.006E+01
7.291E+00
6.999E+00
1.180E+01
1.266E+01
1.314E+01
1.106E+01
1.347E+01
1.019E+01

255
8.110E+00
9.227E+00
8.121E+00
7.178E+00
8.200E+00
6.865E+00
6.720E+00
9.255E+00
1.040E+01
1.041E+01
1.017E+01
1.138E+01
9.886E+00

256
2.699E+00
3.509E+00
3.019E+00
2.919E+00
3.449E+00
2.943E+00
2.940E+00
2.208E+00
2.816E+00
3.199E+00
2.889E+00
3.955E+00
3.278E+00

257
5.139E+00
5.318E+00
6.202E+00
4.282E+00
4.678E+00
5.725E+00
5.759E+00
3.436E+00
4.018E+00
4.680E+00
5.467E+00
5.234E+00
4.716E+00

258
2.948E+01
2.856E+01
2.454E+01
2.841E+01
3.244E+01
1.181E+01
2.736E+01
3.515E+01
3.207E+01
3.110E+01
3.108E+01
3.569E+01
3.868E+01

259
4.233E+01
6.206E+01
3.735E+01
5.757E+01
4.842E+01
3.914E+01
3.545E+01
6.075E+01
5.761E+01
5.446E+01
4.657E+01
6.212E+01
7.261E+01

260
2.998E+01
5.078E+01
3.300E+01
4.779E+01
3.586E+01
3.776E+01
3.404E+01
2.864E+01
2.895E+01
3.142E+01
3.029E+01
4.163E+01
4.147E+01

261
2.794E+01
4.600E+01
3.813E+01
3.258E+01
3.223E+01
4.092E+01
3.773E+01
2.265E+01
2.274E+01
3.172E+01
3.751E+01
2.951E+01
2.184E+01

262
9.842E+00
1.686E+01
1.569E+01
1.139E+01
1.086E+01
1.604E+01
1.612E+01
6.915E+00
6.699E+00
8.670E+00
1.268E+01
1.149E+01
7.456E+00

263
3.400E+00
3.018E+00
3.068E+00
2.293E+00
3.898E+00
2.305E+00
3.693E+00
3.089E+00
3.547E+00
3.895E+00
4.634E+00
4.482E+00
3.663E+00

264
2.885E+00
2.949E+00
3.031E+00
2.383E+00
4.559E+00
2.276E+00
3.173E+00
2.504E+00
2.617E+00
3.873E+00
3.505E+00
4.050E+00
2.564E+00

265
2.104E+00
2.654E+00
2.329E+00
1.999E+00
3.305E+00
2.132E+00
2.438E+00
1.678E+00
1.764E+00
2.665E+00
2.387E+00
2.898E+00
1.721E+00

266
1.447E+00
2.109E+00
2.098E+00
1.918E+00
2.358E+00
2.049E+00
2.468E+00
5.863E−01
6.819E−01
1.510E+00
1.210E+00
1.730E+00
7.683E−01

267
1.595E+00
2.171E+00
2.036E+00
1.857E+00
2.101E+00
2.220E+00
2.368E+00
9.319E−01
1.016E+00
1.685E+00
1.390E+00
1.740E+00
1.081E+00

268
1.572E+01
1.498E+01
1.214E+01
1.434E+01
2.021E+01
9.903E+00
1.728E+01
1.333E+01
1.367E+01
1.455E+01
1.609E+01
1.814E+01
1.774E+01

269
9.992E+00
1.191E+01
8.574E+00
1.115E+01
1.450E+01
7.736E+00
1.367E+01
6.792E+00
6.045E+00
7.450E+00
8.205E+00
1.018E+01
8.247E+00

270
3.800E+00
5.254E+00
3.516E+00
4.661E+00
5.783E+00
3.506E+00
5.022E+00
2.306E+00
2.161E+00
2.662E+00
2.653E+00
4.087E+00
2.689E+00

271
1.185E+01
1.301E+01
1.711E+01
1.331E+01
1.133E+01
1.484E+01
1.362E+01
1.150E+01
1.012E+01
1.179E+01
1.471E+01
1.042E+01
9.522E+00

272
7.171E+01
9.329E+01
9.101E+01
6.900E+01
7.727E+01
9.872E+01
9.823E+01
8.466E+01
8.508E+01
8.165E+01
9.185E+01
6.189E+01
5.096E+01

273
8.454E+01
1.052E+02
1.013E+02
7.704E+01
8.497E+01
1.098E+02
1.129E+02
7.895E+01
8.416E+01
9.636E+01
1.082E+02
7.032E+01
5.894E+01

274
1.237E+01
1.548E+01
1.576E+01
1.146E+01
1.195E+01
1.785E+01
1.706E+01
1.272E+01
1.218E+01
1.232E+01
1.542E+01
9.838E+00
8.410E+00

275
5.070E−01
5.091E−01
7.159E−01
5.068E−01
6.600E−01
8.054E−01
5.995E−01
4.733E−01
4.670E−01
7.254E−01
6.258E−01
5.602E−01
7.770E−01

276
9.654E+00
9.090E+00
1.099E+01
7.747E+00
9.941E+00
1.080E+01
1.135E+01
6.241E+00
7.067E+00
9.978E+00
1.358E+01
7.022E+00
7.159E+00

277
2.109E+01
2.521E+01
2.350E+01
1.905E+01
2.176E+01
3.229E+01
3.069E+01
1.706E+01
1.789E+01
2.628E+01
3.078E+01
1.703E+01
1.624E+01

278
2.148E+01
2.554E+01
2.342E+01
1.924E+01
2.260E+01
3.217E+01
3.039E+01
1.669E+01
1.694E+01
2.640E+01
3.171E+01
1.716E+01
1.664E+01

279
6.271E+00
6.390E+00
6.036E+00
6.614E+00
6.941E+00
1.074E+01
7.957E+00
4.982E+00
5.323E+00
7.101E+00
6.396E+00
4.781E+00
5.043E+00

280
6.213E+00
5.190E+00
6.407E+00
5.427E+00
6.211E+00
6.667E+00
6.297E+00
3.712E+00
4.281E+00
5.831E+00
5.776E+00
6.471E+00
5.155E+00

281
1.234E+02
9.032E+01
1.179E+02
1.222E+02
1.175E+02
1.108E+02
9.880E+01
1.152E+02
1.292E+02
1.225E+02
1.165E+02
1.122E+02
1.367E+02

282
1.050E+02
7.697E+01
1.009E+02
1.036E+02
1.002E+02
9.431E+01
8.501E+01
1.128E+02
1.094E+02
9.839E+01
1.018E+02
9.504E+01
1.174E+02

283
5.476E+01
4.019E+01
4.259E+01
4.539E+01
5.485E+01
3.975E+01
4.925E+01
4.501E+01
4.592E+01
5.067E+01
3.879E+01
4.052E+01
3.429E+01

284
6.536E+00
5.214E+00
7.109E+00
5.697E+00
4.982E+00
6.471E+00
6.837E+00
4.435E+00
5.419E+00
5.115E+00
5.795E+00
6.594E+00
7.725E+00

285
8.039E+01
7.301E+01
7.781E+01
7.321E+01
7.232E+01
7.686E+01
7.732E+01
7.653E+01
7.824E+01
6.311E+01
7.348E+01
8.096E+01
8.178E+01

286
6.049E+01
5.940E+01
6.142E+01
5.523E+01
5.383E+01
6.145E+01
6.076E+01
6.316E+01
6.095E+01
4.592E+01
5.912E+01
6.230E+01
6.426E+01

287
9.981E+00
8.903E+00
8.844E+00
8.228E+00
9.975E+00
9.488E+00
1.064E+01
7.476E+00
7.640E+00
7.015E+00
7.500E+00
9.352E+00
6.599E+00

288
5.491E+01
8.616E+01
7.442E+01
6.002E+01
6.037E+01
7.835E+01
7.309E+01
4.588E+01
4.978E+01
6.317E+01
7.483E+01
5.501E+01
4.560E+01

289
4.352E+01
6.885E+01
5.715E+01
4.620E+01
4.777E+01
6.303E+01
5.678E+01
3.863E+01
3.885E+01
5.019E+01
6.456E+01
4.324E+01
3.628E+01

290
2.018E+01
3.122E+01
3.013E+01
2.071E+01
1.783E+01
2.896E+01
2.810E+01
1.407E+01
1.471E+01
1.756E+01
2.688E+01
1.921E+01
1.712E+01

291
1.615E+01
2.565E+01
2.496E+01
1.685E+01
1.411E+01
2.423E+01
2.328E+01
1.595E+01
1.612E+01
1.407E+01
2.302E+01
1.557E+01
1.351E+01

292
2.119E+00
2.796E+00
2.884E+00
2.099E+00
2.159E+00
2.978E+00
2.905E+00
1.553E+00
1.788E+00
2.079E+00
2.538E+00
2.429E+00
1.769E+00

293
1.143E+00
2.295E+00
1.613E+00
1.701E+00
1.553E+00
1.979E+00
1.955E+00
5.260E−01
5.441E−01
1.356E+00
1.073E+00
1.441E+00
7.295E−01

294
1.970E+00
1.833E+00
1.906E+00
2.108E+00
1.522E+00
2.048E+00
1.775E+00
3.524E+00
3.407E+00
6.702E+00
3.033E+00
2.954E+00
3.407E+00

295
1.919E+00
1.795E+00
2.043E+00
2.142E+00
1.508E+00
2.032E+00
1.804E+00
3.466E+00
3.381E+00
6.567E+00
2.971E+00
2.990E+00
3.469E+00

296
1.517E+00
1.167E+00
1.258E+00
1.290E+00
1.091E+00
1.087E+00
1.267E+00
2.325E+00
2.181E+00
5.275E+00
1.997E+00
2.073E+00
1.952E+00

297
2.759E−01
2.850E−01
2.245E−01
1.924E−01
2.712E−01
2.965E−01
3.409E−01
6.366E−01
7.204E−01
1.650E−01
3.965E−01
2.756E−01
2.254E−01

298
1.141E−02
1.461E−02
1.244E−02
8.195E−03
1.358E−02
1.463E−02
1.545E−02
1.420E−02
2.145E−02
5.084E−03
9.224E−03
4.097E−03
5.427E−03

299
1.141E−01
9.611E−02
5.749E−02
6.693E−02
8.045E−02
1.049E−01
1.146E−01
1.124E−01
1.705E−01
5.513E−02
1.173E−01
5.342E−02
5.492E−02

300
5.792E−03
7.937E−03
3.282E−03
4.698E−03
4.784E−03
9.696E−03
1.064E−02
8.281E−03
8.495E−03
2.122E−03
6.264E−03
2.134E−03
1.315E−03

301
7.830E−02
6.436E−02
4.998E−02
4.677E−02
5.363E−02
5.728E−02
7.401E−02
9.417E−02
1.045E−01
3.432E−02
6.414E−01
3.861E−02
3.196E−02

302
9.611E−03
1.667E−02
1.122E−02
9.932E−03
2.210E−02
1.045E−02
1.886E−02
1.006E−02
1.959E−02
4.248E−04
3.304E−03
3.025E−03
2.137E−03

303
2.314E−01
2.248E−01
1.525E−01
1.542E−01
1.448E−01
1.982E−01
2.829E−01
2.432E−01
2.809E−01
7.294E−02
2.014E−01
1.309E−01
1.197E−01

304
5.620E−03
7.680E−03
4.998E−03
2.789E−03
1.109E−02
6.457E−03
6.028E−03
1.184E−02
1.371E−02
0.000E+00
8.238E−04
1.778E−04
8.216E−04

305
3.870E−01
4.158E−01
2.483E−01
3.018E−01
2.993E−01
3.660E−01
4.524E−01
3.822E−01
4.768E−01
1.723E−01
2.925E−01
1.909E−01
1.446E−01

306
2.252E−02
3.025E−02
1.950E−02
2.510E−02
1.645E−02
2.982E−02
3.733E−02
2.012E−02
2.553E−02
8.903E−03
1.746E−02
1.173E−02
8.881E−03

307
1.680E+00
1.655E+00
1.358E+00
1.115E+00
8.268E−01
1.429E+00
2.262E+00
1.098E+00
1.052E+00
3.780E−01
1.058E+00
6.559E−01
5.032E−01

308
3.196E−02
2.617E−02
2.939E−02
2.210E−02
1.148E−02
3.754E−02
4.591E−02
1.774E−02
1.568E−02
6.371E−03
2.143E−02
7.830E−03
7.229E−03

309
3.797E−03
4.097E−03
2.596E−03
2.789E−03
3.625E−03
5.878E−03
3.218E−03
2.360E−03
2.617E−03
2.553E−03
3.797E−03
1.600E−03
1.974E−03

310
1.268E−03
1.793E−03
1.208E−03
1.394E−03
1.339E−03
1.330E−03
2.006E−04
7.701E−03
3.261E−03
8.066E−03
1.648E−03
1.246E−03
2.467E−03

311
9.053E−04
1.025E−03
3.454E−04
3.475E−04
1.914E−04
5.706E−04
4.012E−04
1.774E−03
0.000E+00
2.122E−03
4.934E−04
1.778E−04
4.934E−04

312
0.000E+00
1.281E−03
1.727E−04
1.742E−04
0.000E+00
3.797E−04
2.006E−04
0.000E+00
6.521E−04
0.000E+00
4.934E−04
3.561E−04
1.150E−03

313
1.403E−01
1.727E−01
1.705E−01
1.233E−01
1.257E−01
1.903E−01
2.203E−01
1.178E−01
1.124E−01
7.551E−02
1.118E−01
6.285E−02
5.106E−02

314
4.719E−03
8.452E−03
4.312E−03
3.840E−03
4.977E−03
7.208E−03
7.015E−03
1.774E−03
3.261E−03
5.513E−03
2.960E−03
3.025E−03
2.639E−03

315
3.046E−02
3.411E−02
3.089E−02
1.847E−02
3.411E−02
2.896E−02
3.711E−02
1.598E−02
2.360E−02
1.697E−02
2.875E−02
1.085E−02
9.868E−03

316
9.053E−04
2.553E−03
8.624E−04
8.710E−04
1.148E−03
9.503E−04
2.006E−03
5.921E−04
0.000E+00
4.248E−04
1.154E−03
8.903E−04
3.282E−04

317
2.746E−02
3.411E−02
3.025E−02
2.274E−02
2.917E−02
2.403E−02
4.162E−02
2.188E−02
1.633E−02
1.358E−02
2.274E−02
1.334E−02
6.414E−03

318
7.251E−04
7.680E−04
2.072E−03
1.394E−03
2.104E−03
1.899E−03
2.210E−03
1.774E−03
3.261E−03
8.495E−04
1.317E−03
7.122E−04
3.282E−04

319
2.089E−01
2.433E−01
2.428E−01
1.873E−01
1.978E−01
1.750E−01
3.098E−01
1.454E−01
1.392E−01
1.073E−01
1.937E−01
1.193E−01
1.051E−01

320
1.813E−04
5.127E−04
1.036E−03
8.710E−04
5.728E−04
1.330E−03
4.012E−04
0.000E+00
0.000E+00
0.000E+00
9.889E−04
5.342E−04
1.643E−04

321
2.010E−01
2.615E−01
2.188E−01
1.789E−01
2.886E−01
2.502E−01
2.518E−01
1.480E−01
1.326E−01
1.163E−01
1.744E−01
1.013E−01
6.865E−02

322
7.980E−03
5.384E−03
8.109E−03
4.526E−03
9.375E−03
7.980E−03
9.439E−03
3.540E−03
5.234E−03
5.084E−03
8.066E−03
4.634E−03
2.639E−03

323
2.741E−01
2.935E−01
3.022E−01
2.322E−01
2.394E−01
2.409E−01
3.517E−01
1.798E−01
1.738E−01
1.064E−01
2.205E−01
1.298E−01
1.049E−01

324
6.521E−03
1.051E−02
8.109E−03
7.487E−03
6.500E−03
7.594E−03
9.224E−03
1.184E−03
4.569E−03
4.677E−03
9.718E−03
3.904E−03
3.776E−03

325
8.345E−03
8.967E−03
7.079E−03
6.436E−03
4.205E−03
8.924E−03
1.103E−02
8.281E−03
6.521E−03
5.513E−03
7.573E−03
6.414E−03
5.427E−03

326
9.053E−04
1.538E−03
1.036E−03
1.916E−03
3.818E−04
1.519E−03
1.605E−03
5.921E−04
6.521E−04
4.248E−04
6.586E−04
8.903E−04
6.586E−04

327
9.975E−03
1.461E−02
1.002E−02
9.932E−03
6.500E−03
1.197E−02
1.304E−02
7.101E−03
4.569E−03
8.903E−03
8.903E−03
7.658E−03
5.921E−03

328
1.268E−03
1.281E−03
8.624E−04
1.742E−03
1.339E−03
1.139E−03
2.810E−03
1.774E−03
0.000E+00
1.697E−03
6.586E−04
1.068E−03
1.643E−04

329
5.178E−01
6.108E−01
4.715E−01
3.226E−01
5.850E−01
6.263E−01
9.959E−01
3.426E−01
3.370E−01
3.084E−01
2.806E−01
2.546E−01
1.557E−01

330
3.625E−03
1.103E−02
5.170E−03
3.647E−03
5.363E−03
5.878E−03
6.221E−03
2.360E−03
1.306E−03
2.960E−03
2.960E−03
3.389E−03
1.643E−03

331
3.754E−02
4.076E−02
3.368E−02
2.446E−02
3.089E−02
3.218E−02
4.398E−02
1.774E−02
1.306E−02
1.783E−02
3.368E−02
2.064E−02
1.446E−02

332
7.251E−04
2.317E−03
6.908E−04
6.972E−04
1.914E−04
1.139E−03
2.006E−04
5.921E−04
0.000E+00
8.495E−04
6.586E−04
1.778E−04
1.643E−04

333
2.360E−02
3.282E−02
2.360E−02
1.585E−02
1.549E−02
1.995E−02
2.917E−02
1.184E−02
5.878E−03
1.019E−02
1.879E−02
1.761E−02
9.031E−03

334
7.251E−04
7.680E−04
1.727E−04
0.000E+00
1.148E−03
1.899E−04
4.012E−04
0.000E+00
0.000E+00
1.272E−03
1.648E−04
0.000E+00
0.000E+00

335
5.642E−02
7.744E−02
6.157E−02
3.754E−02
4.076E−02
4.977E−02
8.130E−02
3.904E−02
2.145E−02
2.767E−02
4.762E−02
2.939E−02
1.924E−02

336
3.797E−03
6.672E−03
3.797E−03
2.446E−03
3.432E−03
3.604E−03
4.012E−03
1.184E−03
3.926E−03
8.495E−04
1.482E−03
2.488E−03
1.150E−03

337
1.298E−01
1.422E−01
1.058E−01
4.698E−02
9.889E−02
1.036E−01
1.791E−01
6.393E−02
4.441E−02
6.822E−02
6.736E−02
4.870E−02
3.432E−02

338
1.088E−03
2.553E−03
2.252E−03
3.475E−04
1.720E−03
2.089E−03
3.411E−03
5.921E−04
1.306E−03
8.495E−04
1.317E−03
5.342E−04
9.868E−04

339
6.929E−02
8.860E−02
5.556E−02
3.840E−02
5.127E−02
5.191E−02
8.045E−02
2.012E−02
2.360E−02
2.252E−02
4.548E−02
3.347E−02
1.628E−02

340
2.531E−03
2.553E−03
2.939E−03
2.446E−03
1.720E−03
4.183E−03
3.411E−03
5.921E−04
1.959E−03
1.697E−03
1.813E−03
1.600E−03
9.868E−04

341
3.261E−03
6.157E−03
2.939E−03
3.132E−03
2.875E−03
3.797E−03
5.020E−03
5.921E−03
4.569E−03
6.779E−03
2.810E−03
2.853E−03
2.960E−03

342
1.813E−04
0.000E+00
1.036E−03
0.000E+00
3.818E−04
1.139E−03
4.012E−04
1.774E−03
6.521E−04
4.248E−04
8.238E−04
8.903E−04
1.643E−04

343
2.896E−03
6.929E−03
3.625E−03
4.183E−03
5.363E−03
7.980E−03
7.422E−03
4.140E−03
8.495E−03
2.960E−03
4.441E−03
7.830E−03
2.639E−03

344
5.427E−04
0.000E+00
1.727E−04
0.000E+00
1.914E−04
5.706E−04
1.004E−03
5.921E−04
6.521E−04
0.000E+00
1.648E−04
1.778E−04
1.643E−04

DL
DM
DN
DO
DP
DQ
DR
DS
DT
DU
DV
DW
DX

1
13692
13695
13713
13785
13789
13804
13810
13815
13817
13822
13825
13832
13840

2
Benign
Benign
Benign
Early Malignant
Benign
Benign
Benign
Benign
Benign
Benign
Benign
Benign
Benign

3
1
1
1
2
1
1
1
1
1
1
1
1
1

4
−1
−1
−1
−1
−1
−1
−1
−1
−1
−1
−1
−1
−1

5
1.547E+00
1.603E+00
2.682E−01
9.673E−01
2.156E+00
1.786E+00
1.002E+00
2.285E+00
1.878E+00
1.726E+00
1.311E+00
1.922E+00
1.382E+00

6
5.483E−01
9.608E−01
7.779E−02
7.454E−01
9.010E−01
9.812E−01
5.011E−01
9.001E−01
9.106E−01
9.793E−01
7.055E−01
6.416E−01
9.632E−01

7
2.629E−01
2.693E−01
4.957E−02
2.285E−01
3.798E−01
2.908E−01
1.502E−01
3.670E−01
3.165E−01
3.798E−01
2.532E−01
3.144E−01
2.672E−01

8
5.805E−01
5.912E−01
9.195E−02
3.562E−01
7.804E−01
5.826E−01
3.208E−01
6.685E−01
5.461E−01
6.341E−01
5.107E−01
6.406E−01
5.268E−01

9
3.026E−02
2.650E−02
3.380E−02
3.562E−02
2.210E−02
1.695E−02
3.208E−02
2.232E−02
1.459E−02
1.288E−02
1.170E−02
1.642E−02
1.073E−02

10
7.124E−03
1.749E−02
3.144E−03
5.472E−03
2.157E−02
1.3.41E−02
1.137E−02
1.760E−02
1.363E−02
1.609E−02
1.067E−02
1.277E−02
8.691E−03

11
1.427E−02
1.330E−02
6.288E−03
8.766E−03
1.556E−02
1.588E−02
1.191E−02
1.427E−02
1.320E−02
1.985E−02
8.530E−03
1.588E−02
1.223E−02

12
1.069E−02
8.498E−03
5.504E−03
4.925E−03
5.923E−03
8.455E−03
4.410E−03
1.045E−02
1.170E−02
4.818E−03
5.333E−03
1.094E−02
6.137E−03

13
7.124E−03
9.560E−03
3.927E−03
8.219E−03
5.923E−03
5.966E−03
6.921E−03
4.281E−03
5.848E−03
2.146E−03
2.661E−03
6.695E−03
1.534E−03

14
5.343E−02
8.015E−02
1.105E−02
6.191E−02
9.367E−02
9.045E−02
5.976E−02
5.225E−02
6.384E−02
6.845E−02
4.270E−02
6.212E−02
5.773E−02

15
4.753E−03
3.187E−03
5.504E−03
8.766E−03
6.459E−03
1.044E−02
5.665E−03
3.326E−03
1.073E−02
6.427E−03
7.468E−03
4.871E−03
5.118E−03

16
1.191E−03
2.124E−03
7.865E−04
5.472E−04
5.386E−04
0.000E+00
6.288E−04
4.753E−04
1.459E−03
1.071E−03
0.000E+00
0.000E+00
0.000E+00

17
4.753E−03
4.249E−03
7.865E−04
1.202E−02
3.230E−03
1.985E−03
3.144E−03
5.225E−03
2.436E−03
6.427E−03
1.599E−03
5.483E−03
5.118E−03

18
3.627E−02
2.071E−02
1.964E−02
2.790E−02
2.961E−02
2.639E−02
2.521E−02
5.279E−02
1.953E−02
2.886E−02
2.082E−02
3.230E−02
2.758E−02

19
1.212E−01
9.710E−02
2.597E−02
7.178E−02
1.320E−01
8.895E−02
7.049E−02
1.609E−01
1.004E−01
1.044E−01
6.985E−02
1.363E−01
7.725E−02

20
1.781E−03
2.124E−03
0.000E+00
3.830E−03
5.386E−04
3.981E−03
3.144E−03
1.899E−03
3.412E−03
2.146E−03
1.599E−03
3.047E−03
2.554E−03

21
1.191E−02
6.899E−03
9.431E−03
1.974E−02
1.234E−02
1.288E−02
8.176E−03
1.663E−02
1.556E−02
1.556E−02
8.530E−03
1.094E−02
1.277E−02

22
3.562E−03
1.062E−03
2.361E−03
1.642E−03
1.073E−03
3.476E−03
1.255E−03
9.506E−04
4.882E−04
2.672E−03
1.599E−03
3.047E−03
1.023E−03

23
4.989E−02
4.721E−02
3.305E−02
5.150E−02
7.210E−02
6.159E−02
6.545E−02
6.888E−02
5.558E−02
6.212E−02
4.109E−02
5.118E−02
6.341E−02

24
7.006E−02
4.828E−02
5.107E−02
5.536E−02
7.318E−02
4.667E−02
6.352E−02
8.509E−02
5.311E−02
8.240E−02
3.412E−02
6.878E−02
5.730E−02

25
1.964E−02
2.650E−02
6.288E−03
2.790E−02
2.479E−02
2.929E−02
2.082E−02
3.090E−02
3.165E−02
4.174E−02
2.028E−02
1.824E−02
3.122E−02

26
2.318E−02
1.009E−02
1.255E−02
2.135E−02
4.356E−02
1.191E−02
2.457E−02
1.620E−02
1.760E−02
1.878E−02
2.028E−02
2.682E−02
1.277E−02

27
4.753E−03
2.124E−03
4.721E−03
3.283E−03
8.616E−03
6.964E−03
4.410E−03
7.124E−03
7.318E−03
5.354E−03
2.135E−03
3.648E−03
3.584E−03

28
2.436E−02
2.017E−02
8.648E−03
3.455E−02
3.873E−02
2.779E−02
3.337E−02
3.562E−02
1.803E−02
4.013E−02
3.305E−02
2.983E−02
4.034E−02

29
3.562E−02
3.873E−02
2.436E−02
3.948E−02
3.659E−02
3.326E−02
2.768E−02
4.131E−02
3.755E−02
5.354E−02
3.948E−02
2.800E−02
4.807E−02

30
7.843E−02
5.472E−02
8.723E−02
5.097E−02
5.333E−02
4.775E−02
7.232E−02
7.275E−02
7.167E−02
7.650E−02
5.011E−02
5.966E−02
5.418E−02

31
6.534E−02
3.348E−02
4.560E−02
4.818E−02
4.088E−02
3.380E−02
3.959E−02
4.088E−02
5.461E−02
6.105E−02
3.358E−02
5.354E−02
4.034E−02

32
1.309E−02
1.588E−02
8.648E−03
7.672E−03
1.395E−02
1.044E−02
8.809E−03
1.045E−02
1.127E−02
1.071E−02
6.931E−03
2.071E−02
6.642E−03

33
1.309E−02
1.384E−02
7.865E−03
1.148E−02
1.395E−02
1.191E−02
1.255E−02
9.506E−03
2.049E−02
1.663E−02
1.330E−02
1.524E−02
1.180E−02

34
7.071E−02
5.204E−02
9.828E−02
4.378E−02
7.318E−02
5.762E−02
5.730E−02
5.655E−02
6.094E−02
5.139E−02
5.279E−02
9.077E−02
3.830E−02

35
6.652E−02
6.052E−02
7.629E−02
6.352E−02
8.283E−02
5.021E−02
6.545E−02
7.124E−02
6.631E−02
8.616E−02
4.528E−02
7.006E−02
4.957E−02

36
8.315E−03
1.009E−02
1.180E−02
2.189E−03
1.556E−02
9.442E−03
6.921E−03
7.124E−03
7.318E−03
9.635E−03
4.270E−03
5.483E−03
6.137E−03

37
1.363E−02
1.009E−02
1.964E−02
2.908E−02
8.616E−03
1.395E−02
1.006E−02
1.234E−02
1.025E−02
9.635E−03
2.350E−02
1.770E−02
1.738E−02

38
2.972E−03
4.775E−03
7.865E−03
1.695E−02
4.839E−03
2.489E−03
4.410E−03
5.225E−03
4.388E−03
5.891E−03
3.197E−03
1.094E−02
9.206E−03

39
9.678E−02
1.202E−01
1.127E−01
1.931E−01
1.309E−01
1.159E−01
5.976E−02
6.985E−02
1.094E−01
9.206E−02
1.159E−01
8.219E−02:
1.008E−01

40
1.770E−01
1.202E−01
1.631E−01
1.481E−01
1.033E−01
9.936E−02
9.185E−02
9.839E−02
1.094E−01
1.060E−01
1.438E−01
1.438E−01
1.202E−01

41
2.672E−02
1.438E−02
7.071E−03
1.373E−02
1.609E−02
1.835E−02
1.448E−02
1.706E−02
1.609E−02
1.234E−02
1.921E−02
2.189E−02
1.534E−02

42
2.371E−03
2.650E−03
7.865E−04
2.189E−03
2.693E−03
1.491E−03
2.521E−03
1.427E−03
2.929E−03
2.146E−03
3.734E−03
7.307E−03
2.049E−03

43
8.693E−03
7.639E−03
1.168E−02
3.806E−03
8.513E−03
1.109E−02
8.436E−03
1.070E−02
9.465E−03
6.661E−03
5.504E−03
7.742E−03
6.121E−03

44
1.124E−01
1.003E−01
1.656E−01
9.876E−02
1.304E−01
1.057E−01
1.605E−01
1.109E−01
1.242E−01
8.230E−02
8.667E−02
1.093E−01
7.484E−02

45
9.953E−02
9.259E−02
8.256E−02
7.716E−02
9.851E−02
9.285E−02
1.003E−01
7.201E−02
8.050E−02
5.272E−02
5.427E−02
5.993E−02
7.124E−02

46
1.830E−01
9.876E−02
2.538E−01
1.075E−01
1.667E−01
1.178E−01
1.837E−01
1.399E−01
1.577E−01
9.259E−02
9.208E−02
1.379E−01
9.233E−02

47
6.301E−02
4.244E−02
1.394E−01
6.790E−02
4.655E−02
3.704E−02
7.793E−02
4.115E−02
5.195E−02
2.855E−02
4.244E−02
4.321E−02
4.167E−02

48
9.105E−03
8.513E−03
1.433E−02
1.391E−02
1.690E−02
8.925E−03
1.147E−02
8.436E−03
8.642E−03
6.919E−03
7.021E−03
1.021E−02
7.716E−03

49
8.539E−03
7.510E−03
5.838E−03
7.742E−03
8.256E−03
8.333E−03
8.899E−03
6.378E−03
8.179E−03
3.344E−03
7.150E−03
6.867E−03
5.761E−03

50
3.704E−03
2.418E−03
3.009E−03
3.163E−03
1.677E−03
1.430E−03
1.057E−03
2.726E−03
1.286E−03
2.181E−03
1.533E−03
2.906E−03
3.421E−03

51
1.607E−01
1.047E−01
1.741E−01
8.616E−02
1.065E−01
1.137E−01
1.201E−01
2.831E−01
2.343E−01
1.751E−01
1.330E−01
2.001E−01
1.193E−01

52
3.704E−03
2.292E−03
2.649E−03
2.232E−03
1.806E−03
3.575E−03
4.527E−03
5.350E−03
4.552E−03
2.567E−03
3.575E−03
2.778E−03
2.701E−03

53
1.510E−02
9.285E−03
1.263E−02
9.310E−03
1.253E−02
1.013E−02
1.296E−02
9.799E−03
1.065E−02
6.018E−03
9.336E−03
1.649E−02
8.693E−03

54
4.065E+00
5.113E+00
6.223E+00
6.045E+00
4.166E+00
6.026E+00
5.791E+00
4.894E+00
5.439E+00
5.473E+00
5.063E+00
4.501E+00
5.778E+00

55
6.982E−01
5.402E−01
9.008E−01
5.728E−01
5.010E−01
4.883E−01
4.976E−01
6.937E−01
6.127E−01
6.202E−01
5.283E−01
7.007E−01
4.690E−01

56
1.355E−01
1.790E−01
1.769E−01
1.793E−01
1.368E−01
1.800E−01
1.707E−01
1.597E−01
1.590E−01
1.643E−01
1.574E−01
1.386E−01
1.749E−01

57
3.856E+00
2.669E+00
5.070E+00
3.014E+00
2.739E+00
2.753E+00
3.056E+00
3.743E+00
3.625E+00
3.772E+00
2.959E+00
4.110E+00
2.716E+00

58
5.941E−02
4.501E−02
7.304E−02
3.884E−02
4.578E−02
5.144E−02
8.873E−02
5.787E−02
6.353E−02
4.218E−02
4.321E−02
6.250E−02
3.729E−02

59
5.941E−02
4.990E−02
7.176E−02
5.067E−02
4.604E−02
4.707E−02
4.449E−02
5.607E−02
5.375E−02
5.375E−02
5.427E−02
6.558E−02
4.089E−02

60
6.276E−03
5.735E−03
6.018E−03
4.604E−03
6.070E−03
6.070E−03
5.118E−03
3.884E−03
5.504E−03
5.504E−03
5.375E−03
8.307E−03
5.761E−03

61
1.023E+00
1.368E+00
2.290E+00
1.417E+00
1.870E+00
1.257E+00
1.596E+00
1.112E+00
1.242E+00
1.131E+00
1.179E+00
2.115E+00
1.104E+00

62
3.983E−01
5.990E−01
5.291E−01
6.490E−01
4.785E−01
5.736E−01
3.465E−01
4.955E−01
4.404E−01
5.903E−01
6.120E−01
3.691E−01
7:891E−01

63
7.819E−03
6.096E−03
1.245E−02
6.970E−03
1.018E−02
9.285E−03
9.208E−03
7.510E−03
8.770E−03
8.462E−03
5.761E−03
1.371E−02
8.333E−03

64
2.311E+00
3.159E+00
2.212E+00
3.117E+00
2.278E+00
2.561E+00
1.941E+00
2.245E+00
2.141E+00
2.768E+00
2.813E+00
1.937E+00
3.047E+00

65
9.002E−02
1.062E−01
8.256E−02
1.006E−01
7.947E−02
9.671E−02
9.568E−02
7.896E−02
8.410E−02
9.542E−02
9.953E−02
7.742E−02
1.029E−01

66
8.609E−01
6.263E−01
6.644E−01
5.740E−01
5.291E−01
4.430E−01
4.056E−01
7.175E−01
5.877E−01
6.863E−01
7.356E−01
5.762E−01
6.176E−01

67
5.427E−02
3.524E−02
4.810E−02
3.215E−02
4.141E−02
3.421E−02
7.947E−02
5.067E−02
5.195E−02
2.906E−02
4.089E−02
4.527E−02
2.881E−02

68
1.510E−02
1.170E−02
1.150E−02
1.273E−02
1.134E−02
1.571E−02
1.358E−02
7.176E−03
1.250E−02
1.129E−02
1.317E−02
1.474E−02
1.335E−02

69
4.862E−01
6.815E−01
8.081E−01
6.295E−01
9.770E−01
4.915E−01
5.607E−01
3.944E−01
4.528E−01
4.501E−01
5.289E−01
9.183E−01
4.948E−01

70
1.821E−02
2.150E−02
2.204E−02
1.890E−02
2.052E−02
1.775E−02
2.248E−02
1.584E−02
1.543E−02
1.219E−02
1.343E−02
2.451E−02
1.543E−02

71
4.835E−03
3.678E−03
4.707E−03
1.708E−03
4.398E−03
4.167E−03
4.372E−03
3.421E−03
3.858E−03
3.344E−03
3.061E−03
5.993E−03
1.715E−03

72
1.849E−03
2.546E−03
3.215E−03
1.181E−03
2.194E−03
2.263E−03
1.960E−03
3.189E−03
2.803E−03
2.052E−03
3.832E−03
3.498E−03
2.207E−03

73
6.242E−03
2.235E−03
2.483E−03
5.756E−04
1.129E−03
1.569E−03
1.321E−03
1.501E−03
5.135E−04
5.632E−04
1.682E−03
0.000E+00
5.384E−04

74
6.242E−03
8.375E−03
1.659E−03
5.756E−03
8.488E−03
5.226E−03
3.307E−03
5.000E−03
2.054E−03
2.810E−03
3.363E−03
1.089E−02
4.300E−03

75
5.745E−02
4.244E−02
3.973E−02
5.824E−02
4.357E−02
3.871E−02
5.361E−02
4.898E−02
5.542E−02
7.257E−02
3.646E−02
5.056E−02
4.300E−02

76
8.251E−02
3.792E−02
5.214E−02
5.474E−02
4.018E−02
4.763E−02
6.095E−02
6.196E−02
9.233E−02
9.740E−02
3.194E−02
7.427E−02
4.413E−02

77
5.000E−03
4.470E−03
4.966E−03
6.919E−03
5.666E−03
7.325E−03
8.600E−03
8.002E−03
7.698E−03
1.126E−02
3.363E−03
5.767E−03
4.300E−03

78
1.253E−03
5.587E−04
0.000E+00
2.878E−03
5.666E−04
1.569E−03
0.000E+00
1.501E−03
0.000E+00
0.000E+00
0.000E+00
0.000E+00
1.076E−03

79
6.874E−03
6.704E−03
4.966E−03
1.670E−02
1.129E−03
5.756E−03
2.652E−03
1.501E−03
2.562E−03
6.761E−03
3.363E−03
1.919E−03
4.842E−03

80
6.242E−04
2.235E−03
1.659E−03
4.029E−03
1.129E−03
5.226E−04
1.321E−03
1.000E−03
2.054E−03
0.000E+00
1.122E−03
1.275E−03
5.384E−04

81
2.754E−02
1.569E−02
1.321E−02
2.935E−02
1.467E−02
1.098E−02
2.246E−02
8.995E−03
1.185E−02
1.242E−02
8.973E−03
1.025E−02
1.021E−02

82
2.494E−03
3.905E−03
5.790E−03
1.558E−02
2.833E−03
5.226E−03
5.959E−03
3.995E−03
6.670E−03
2.810E−03
2.799E−03
5.124E−03
1.076E−03

83
3.126E−03
2.235E−03
8.273E−04
3.454E−03
3.397E−03
2.619E−03
1.986E−03
5.000E−04
1.026E−03
2.257E−03
5.609E−04
6.400E−04
1.076E−03

84
1.806E−02
1.569E−02
8.273E−03
9.797E−03
1.298E−02
1.253E−02
2.246E−02
1.151E−02
1.287E−02
7.314E−03
9.537E−03
1.479E−02
1.287E−02

85
4.368E−03
1.117E−03
2.483E−03
1.151E−03
1.693E−03
3.138E−03
3.973E−03
1.000E−03
1.026E−03
5.632E−04
2.799E−03
2.562E−03
1.614E−03

86
1.309E−02
5.023E−03
8.273E−03
9.221E−03
6.230E−03
7.325E−03
1.716E−02
7.494E−03
1.490E−02
1.467E−02
2.799E−03
1.089E−02
4.842E−03

87
3.059E−02
1.117E−02
3.555E−02
2.302E−02
1.129E−02
2.923E−02
3.646E−02
1.795E−02
3.950E−02
3.713E−02
1.230E−02
5.192E−02
2.370E−02

88
5.000E−03
2.788E−03
7.438E−03
7.494E−03
1.693E−03
3.657E−03
4.639E−03
3.002E−03
7.178E−03
3.939E−03
1.122E−03
1.275E−02
2.686E−03

89
1.433E−02
8.375E−03
7.438E−03
1.037E−02
1.298E−02
9.932E−03
1.524E−02
1.298E−02
1.129E−02
1.014E−02
7.291E−03
1.727E−02
9.142E−03

90
2.810E−02
1.343E−02
4.966E−02
3.510E−02
1.761E−02
2.777E−02
3.375E−02
3.950E−02
5.135E−02
6.648E−02
1.010E−02
4.481E−02
2.201E−02

91
7.494E−03
5.587E−03
3.307E−03
2.302E−03
3.962E−03
7.844E−03
4.639E−03
1.151E−02
1.026E−02
9.571E−03
3.363E−03
7.686E−03
3.228E−03

92
1.501E−02
1.343E−02
1.321E−02
1.501E−02
8.488E−03
1.151E−02
1.524E−02
8.002E−03
1.693E−02
2.032E−02
2.799E−03
1.411E−02
6.456E−03

93
7.494E−03
3.352E−03
4.131E−03
7.494E−03
3.962E−03
5.226E−04
1.196E−02
3.995E−03
5.643E−03
7.314E−03
2.246E−03
8.962E−03
7.528E−03

94
1.874E−03
5.587E−04
2.483E−03
2.302E−03
1.693E−03
2.088E−03
1.321E−03
5.000E−04
4.108E−03
1.126E−03
1.682E−03
6.400E−04
1.076E−03

95
1.998E−02
1.230E−02
1.163E−02
8.070E−03
1.467E−02
9.932E−03
9.932E−03
1.196E−02
1.185E−02
6.196E−03
6.727E−03
2.246E−02
1.185E−02

96
5.621E−03
4.470E−03
1.163E−02
6.343E−03
7.359E−03
7.325E−03
9.266E−03
3.499E−03
8.205E−03
5.632E−03
6.727E−03
7.686E−03
9.142E−03

97
4.368E−03
7.257E−03
4.966E−03
4.605E−03
2.833E−03
3.657E−03
3.307E−03
7.494E−03
8.725E−03
3.939E−03
2.799E−03
4.481E−03
4.842E−03

98
1.433E−02
1.006E−02
4.131E−03
1.151E−02
9.063E−03
5.756E−03
1.388E−02
3.995E−03
8.725E−03
1.126E−02
5.609E−03
1.603E−02
6.986E−03

99
9.025E−02
1.422E−01
1.042E−01
1.002E−01
8.240E−02
1.312E−01
1.079E−01
7.872E−02
1.082E−01
1.071E−01
1.582E−01
9.810E−02
1.209E−01

100
3.532E−02
3.642E−02
4.132E−02
2.624E−02
3.323E−02
3.176E−02
4.819E−02
6.352E−02
3.397E−02
3.666E−02
3.899E−02
4.316E−02
3.617E−02

101
1.631E−01
1.545E−01
1.398E−01
1.151E−01
1.508E−01
1.324E−01
1.275E−01
1.337E−01
1.132E−01
1.162E−01
1.219E−01
1.422E−01
1.582E−01

102
1.074E+00
8.412E−01
1.754E−01
6.156E−01
7.235E−01
7.456E−01
1.394E+00
6.891E−01
7.100E−01
6.622E−01
6.622E−01
7.922E−01
7.676E−01

103
1.594E−01
1.925E−01
1.901E−01
1.631E−01
1.251E−01
1.839E−01
1.717E−01
1.337E−01
1.619E−01
1.288E−01
1.508E−01
1.974E−01
1.913E−01

104
3.691E−01
3.237E−01
1.766E−01
2.649E−01
3.409E−01
3.250E−01
4.525E−01
3.360E−01
3.004E−01
2.968E−01
3.213E−01
2.869E−01
3.286E−01

105
1.327E+00
1.083E+00
1.221E−01
8.338E−01
8.608E−01
8.759E−01
1.704E+00
7.357E−01
8.272E−01
8.191E−01
7.456E−01
1.009E+00
8.449E−01

106
1.398E−01
1.655E−01
2.330E−01
1.754E−01
2.281E−01
2.232E−01
1.790E−01
2.146E−01
1.704E−01
2.072E−01
2.403E−01
1.668E−01
2.354E−01

107
1.106E−01
1.251E−01
9.160E−02
1.158E−01
1.071E−01
1.312E−01
9.135E−02
1.239E−01
7.909E−02
1.181E−01
1.545E−01
9.528E−02
1.582E−01

108
1.508E−01
1.619E−01
1.557E−01
1.778E−01
1.717E−01
1.729E−01
1.471E−01
1.373E−01
1.386E−01
2.342E−01
1.643E−01
1.619E−01
1.839E−01

109
9.503E−03
7.284E−03
1.435E−02
1.189E−02
3.691E−03
6.254E−03
2.882E−03
4.341E−03
3.899E−03
2.452E−03
6.094E−03
9.050E−03
4.096E−03

110
1.361E−02
6.671E−03
6.291E−03
1.570E−02
7.382E−03
9.086E−03
2.882E−03
1.741E−02
1.059E−02
1.471E−02
1.398E−02
1.741E−02
1.459E−02

111
1.221E−02
9.099E−03
7.186E−03
1.373E−02
7.382E−03
5.677E−03
2.158E−03
1.251E−02
1.288E−02
1.101E−02
1.582E−02
1.183E−02
1.052E−02

112
1.288E−02
9.099E−03
4.488E−03
5.628E−03
9.221E−03
7.958E−03
4.316E−03
1.361E−02
1.508E−02
1.349E−02
9.749E−03
8.351E−03
9.933E−03

113
4.746E−03
2.428E−03
1.803E−03
4.378E−03
1.226E−03
3.973E−03
7.186E−04
3.262E−03
3.899E−03
4.280E−03
3.041E−03
2.085E−03
1.754E−03

114
5.432E−03
3.029E−03
5.395E−03
6.254E−03
2.465E−03
3.973E−03
3.593E−03
3.801E−03
2.784E−03
1.839E−03
3.041E−03
2.784E−03
2.342E−03

115
5.432E−03
4.856E−03
8.988E−03
5.003E−03
2.465E−03
3.973E−03
2.158E−03
3.801E−03
4.464E−03
3.053E−03
4.267E−03
6.953E−03
3.507E−03

116
4.071E−03
1.815E−03
3.593E−03
1.251E−03
2.465E−03
2.845E−03
1.435E−03
1.631E−03
0.000E+00
2.452E−03
1.219E−03
1.386E−03
2.342E−03

117
4.071E−03
5.457E−03
5.395E−03
6.254E−03
7.995E−03
6.254E−03
4.316E−03
9.234E−03
4.464E−03
4.280E−03
6.094E−03
1.044E−02
7.590E−03

118
6.107E−03
4.856E−03
7.186E−03
4.378E−03
1.839E−03
1.135E−03
3.593E−03
2.710E−03
3.899E−03
4.280E−03
6.094E−04
2.085E−03
2.342E−03

119
6.107E−03
1.214E−03
8.988E−04
9.393E−03
4.304E−03
1.135E−03
7.186E−04
1.631E−03
2.784E−03
2.452E−03
3.041E−03
4.169E−03
1.169E−03

120
4.071E−03
4.856E−03
3.593E−03
2.502E−03
4.917E−03
2.269E−03
1.435E−03
3.801E−03
5.015E−03
1.839E−03
5.481E−03
4.169E−03
1.754E−03

121
9.350E−02
1.104E−01
9.528E−02
1.763E−01
1.692E−01
8.531E−02
8.557E−02
1.086E−01
1.149E−01
1.451E−01
3.473E−01
1.220E−01
2.306E−01

122
8.905E−02
7.979E−02
8.433E−02
1.407E−01
1.736E−01
1.211E−01
9.439E−02
2.004E−01
1.817E−01
2.262E−01
2.289E−01
7.845E−02
1.282E−01

123
2.894E+00
2.012E+00
2.297E+00
1.852E+00
1.995E+00
2.155E+00
2.191E+00
2.529E+00
2.110E+00
1.336E+00
2.262E+00
2.618E+00
1.808E+00

124
6.794E−02
4.933E−02
9.528E−02
7.444E−02
6.545E−02
4.265E−02
4.951E−02
5.102E−02
7.329E−02
6.509E−02
1.870E−01
3.918E−02
9.528E−02

125
1.193E−01
9.528E−02
1.015E−01
1.728E−01
9.617E−02
6.759E−02
6.305E−02
9.884E−02
4.185E−02
1.380E−01
2.636E−01
7.409E−02
1.541E−01

126
2.378E−01
8.085E−01
4.443E−01
9.795E−01
7.159E−01
8.887E−01
2.609E−01
7.204E−01
5.548E−01
9.083E−01
1.051E+00
3.874E−01
1.238E+00

127
1.496E+00
1.398E+00
1.514E+00
2.119E+00
1.549E+00
1.683E+00
7.293E−01
1.647E+00
1.594E+00
1.772E+00
2.395E+00
1.398E+00
1.915E+00

128
2.093E+00
1.549E+00
1.211E+00
1.443E+00
1.879E+00
1.523E+00
1.451E+00
1.665E+00
1.523E+00
1.282E+00
1.710E+00
2.271E+00
1.380E+00

129
3.820E−02
5.699E−02
6.750E−02
3.526E−02
2.698E−02
2.841E−02
4.052E−02
5.441E−02
4.889E−02
3.829E−02
5.343E−02
5.227E−02
2.191E−02

130
7.201E+00
1.245E+01
1.266E+01
1.873E+01
1.664E+01
1.220E+01
4.105E+00
7.439E+00
7.139E+00
1.261E+01
1.371E+01
8.651E+00
1.026E+01

131
5.806E+00
9.191E+00
9.611E+00
1.051E+01
1.283E+01
1.188E+01
6.406E+00
6.283E+00
7.820E+00
9.656E+00
1.238E+01
6.682E+00
9.873E+00

132
7.222E−02
4.559E−02
3.375E−02
3.918E−02
4.239E−02
3.553E−02
3.152E−02
3.740E−02
4.889E−02
3.829E−02
6.109E−02
7.845E−02
3.660E−02

133
1.273E−02
7.596E−03
1.122E−02
1.567E−02
2.306E−02
1.069E−02
1.354E−02
1.701E−02
6.981E−03
7.658E−03
3.811E−03
8.709E−03
1.460E−02

134
1.273E−02
3.802E−03
1.683E−02
1.567E−02
2.698E−02
2.137E−02
3.598E−02
0.000E+00
4.185E−02
7.658E−03
7.631E−03
4.354E−03
7.320E−03

135
3.402E−02
3.037E−02
1.122E−02
3.134E−02
3.081E−02
1.781E−02
1.799E−02
6.803E−03
1.398E−02
7.658E−03
2.289E−02
8.709E−03
1.825E−02

136
2.974E−02
1.140E−02
0.000E+00
2.743E−02
3.847E−03
3.197E−02
4.506E−03
1.701E−02
0.000E+00
1.149E−02
7.631E−03
2.618E−02
1.460E−02

137
8.905E−02
3.419E−02
5.628E−03
3.918E−02
4.239E−02
3.197E−02
3.152E−02
3.063E−02
1.745E−02
4.212E−02
3.437E−02
2.618E−02
4.025E−02

138
1.273E−02
1.140E−02
1.683E−02
3.134E−02
1.158E−02
2.137E−02
1.354E−02
2.378E−02
1.745E−02
2.297E−02
4.194E−02
1.309E−02
4.025E−02

139
1.995E−01
1.897E−01
1.630E−01
1.451E−01
1.389E−01
2.493E−01
2.030E−01
2.110E−01
2.235E−01
1.451E−01
1.603E−01
2.137E−01
1.167E−01

140
1.193E−01
9.528E−02
9.528E−02
8.620E−02
3.464E−02
6.759E−02
1.077E−01
1.594E−01
9.795E−02
6.126E−02
1.069E−01
1.478E−01
4.025E−02

141
8.068E−02
6.839E−02
2.814E−02
3.134E−02
3.464E−02
5.334E−02
1.710E−01
5.779E−02
6.278E−02
6.509E−02
6.483E−02
9.617E−02
8.050E−02

142
4.248E−03
1.523E−02
1.122E−02
1.175E−02
1.158E−02
1.781E−02
0.000E+00
2.039E−02
1.051E−02
7.658E−03
1.906E−02
8.709E−03
3.660E−03

143
1.273E−02
2.280E−02
2.253E−02
1.959E−02
1.158E−02
7.115E−03
0.000E+00
1.701E−02
6.981E−03
1.915E−02
2.289E−02
1.745E−02
3.295E−02

144
5.102E−02
1.523E−02
1.683E−02
3.134E−02
1.541E−02
2.841E−02
8.994E−03
3.063E−02
3.143E−02
1.915E−02
2.289E−02
4.791E−02
5.850E−02

145
2.128E−02
2.280E−02
5.628E−03
1.175E−02
7.703E−03
3.197E−02
2.698E−02
1.024E−02
1.745E−02
1.532E−02
1.906E−02
1.309E−02
1.460E−02

146
2.208E−01
2.199E−01
2.137E−01
2.707E−01
2.351E−01
2.422E−01
2.297E−01
2.208E−01
2.128E−01
2.832E−01
2.556E−01
2.876E−01
1.906E−01

147
9.795E−02
1.175E−01
4.497E−02
9.795E−02
9.617E−02
7.827E−02
7.649E−02
1.630E−01
1.077E−01
1.416E−01
1.451E−01
1.131E−01
1.496E−01

148
2.547E−01
4.595E−01
2.306E−01
2.547E−01
2.582E−01
4.301E−01
3.019E−01
4.212E−01
4.114E−01
2.947E−01
3.508E−01
3.793E−01
3.918E−01

149
9.350E−02
6.073E−02
3.936E−02
6.661E−02
5.387E−02
5.334E−02
6.305E−02
1.024E−01
6.634E−02
5.361E−02
6.866E−02
7.845E−02
5.850E−02

150
1.701E−02
1.140E−02
5.628E−03
1.175E−02
1.158E−02
1.425E−02
4.506E−03
2.716E−02
2.440E−02
7.658E−03
1.906E−02
2.618E−02
2.565E−02

151
1.701E−02
1.897E−02
5.628E−03
4.310E−02
3.464E−02
2.137E−02
3.152E−02
2.039E−02
1.745E−02
2.297E−02
7.631E−03
1.309E−02
3.295E−02

152
2.974E−02
3.802E−02
5.628E−03
1.175E−02
3.081E−02
5.334E−02
2.253E−02
1.701E−02
2.440E−02
3.063E−02
2.671E−02
3.918E−02
2.930E−02

153
3.402E−02
2.663E−02
5.628E−03
1.567E−02
1.158E−02
2.841E−02
2.253E−02
3.402E−03
1.051E−02
1.149E−02
2.671E−02
4.791E−02
2.930E−02

154
2.128E−02
1.523E−02
1.122E−02
3.918E−03
2.698E−02
1.069E−02
8.994E−03
6.803E−03
3.491E−03
1.532E−02
2.289E−02
1.309E−02
1.095E−02

155
1.273E−02
1.523E−02
1.122E−02
7.836E−03
7.703E−03
1.069E−02
2.698E−02
2.716E−02
6.981E−03
1.532E−02
1.523E−02
2.182E−02
3.295E−02

156
4.292E−01
4.595E−01
5.512E−01
3.802E−01
5.619E−01
5.548E−01
8.415E−01
5.102E−01
3.072E−01
3.713E−01
4.123E−01
7.275E−01
4.390E−01

157
1.532E−01
1.523E−01
1.407E−01
1.728E−01
1.772E−01
2.102E−01
2.030E−01
2.146E−01
1.567E−01
1.149E−01
1.256E−01
2.093E−01
1.941E−01

158
3.865E−01
4.061E−01
4.221E−01
4.506E−01
5.316E−01
4.301E−01
4.230E−01
3.295E−01
3.838E−01
3.713E−01
2.974E−01
6.189E−01
2.965E−01

159
1.149E−01
1.211E−01
1.407E−01
7.444E−02
1.736E−01
1.069E−01
1.167E−01
8.157E−02
8.023E−02
1.683E−01
8.771E−02
1.825E−01
6.946E−02

160
2.974E−02
3.419E−02
2.814E−02
2.351E−02
3.464E−02
2.137E−02
1.354E−02
2.716E−02
2.093E−02
4.978E−02
3.054E−02
2.182E−02
3.660E−02

161
8.495E−03
7.596E−03
1.122E−02
3.134E−02
2.306E−02
3.553E−03
2.698E−02
3.063E−02
3.838E−02
2.297E−02
1.906E−02
5.227E−02
2.565E−02

162
4.675E−02
1.897E−02
2.253E−02
1.175E−02
3.464E−02
2.137E−02
3.598E−02
1.701E−02
1.051E−02
2.297E−02
3.811E−02
4.354E−02
3.660E−02

163
2.974E−02
1.523E−02
3.936E−02
7.836E−03
1.158E−02
2.137E−02
2.253E−02
1.362E−02
1.051E−02
1.915E−02
3.437E−02
4.354E−02
3.660E−03

164
2.128E−02
7.596E−03
7.872E−02
1.959E−02
2.306E−02
1.781E−02
8.994E−03
6.803E−03
1.051E−02
1.532E−02
3.437E−02
1.309E−02
3.295E−02

165
3.402E−02
2.280E−02
2.253E−02
1.567E−02
3.847E−02
3.553E−02
1.354E−02
2.716E−02
4.185E−02
1.915E−02
4.194E−02
3.045E−02
2.930E−02

166
5.948E−02
6.839E−02
0.000E+00
4.310E−02
5.387E−02
3.197E−02
9.439E−02
3.740E−02
9.083E−02
2.680E−02
4.960E−02
8.272E−02
3.660E−02

167
3.615E−01
2.850E−01
2.591E−01
1.799E−01
2.769E−01
2.351E−01
4.550E−01
2.787E−01
2.271E−01
2.333E−01
2.636E−01
3.224E−01
2.191E−01

168
1.701E−01
1.024E−01
1.576E−01
6.269E−02
1.505E−01
9.973E−02
1.576E−01
1.398E−01
8.370E−02
6.509E−02
1.149E−01
1.701E−01
1.131E−01

169
6.794E−02
5.316E−02
5.628E−02
3.918E−02
8.085E−02
4.978E−02
5.405E−02
4.764E−02
4.185E−02
4.595E−02
3.811E−02
1.086E−01
5.850E−02

170
3.402E−02
3.802E−02
6.189E−02
2.351E−02
3.081E−02
1.781E−02
3.598E−02
3.063E−02
2.093E−02
1.915E−02
3.437E−02
3.918E−02
2.191E−02

171
3.402E−02
4.176E−02
5.628E−02
1.959E−02
7.703E−03
3.197E−02
4.506E−02
3.740E−02
1.051E−02
1.149E−02
2.289E−02
1.745E−02
2.565E−02

172
1.193E−01
9.148E−02
4.022E−02
6.475E−02
1.803E−01
1.097E−01
9.356E−02
3.985E−01
2.649E−01
1.324E−01
1.113E−01
1.324E−01
9.516E−02

173
3.353E+00
2.910E+00
3.323E−01
2.340E+00
2.693E+00
2.529E+00
3.006E+00
3.078E+00
3.110E−00
2.591E+00
2.694E+00
2.681E+00
2.521E+00

174
5.599E+00
5.160E+00
1.950E−01
4.104E+00
4.685E+00
4.671E+00
5.143E+00
4.481E+00
4.936E+00
4.416E+00
4.267E+00
4.593E+00
4.414E+00

175
1.353E+00
1.241E+00
1.655E−01
1.254E+00
1.234E+00
1.141E+00
1.011E+00
1.608E+00
1.361E+00
1.202E+00
1.482E+00
1.032E+00
1.420E+00

176
3.201E+00
2.540E+00
1.104E+00
1.880E+00
3.365E+00
2.630E+00
2.047E+00
2.766E+00
3.039E+00
2.179E+00
3.204E+00
2.666E+00
2.626E+00

177
1.439E+00
1.598E+00
4.868E−01
1.421E+00
2.727E+00
1.790E+00
1.011E+00
1.666E+00
2.125E+00
1.597E+00
1.822E+00
1.443E+00
1.981E+00

178
2.048E−01
2.072E−01
9.908E−02
1.754E−01
6.732E−01
4.169E−01
2.072E−01
5.150E−01
3.998E−01
3.470E−01
3.274E−01
2.477E−01
3.299E−01

179
2.808E−02
2.882E−02
2.403E−02
2.747E−02
1.008E−01
5.530E−02
2.354E−02
5.898E−02
5.910E−02
5.162E−02
5.040E−02
3.654E−02
5.334E−02

180
3.164E−02
1.203E−02
1.007E−02
1.349E−02
2.281E−02
1.717E−02
1.925E−02
3.605E−02
1.631E−02
1.213E−02
3.151E−02
2.698E−02
1.962E−02

181
2.403E−02
2.305E−02
3.483E−02
1.888E−02
9.540E−03
1.126E−02
2.600E−02
1.876E−02
2.109E−02
1.471E−02
2.367E−02
2.636E−02
1.864E−02

182
1.766E−01
1.324E−01
5.420E−03
1.095E−01
1.129E−01
1.097E−01
2.673E−01
1.044E−01
1.095E−01
9.651E−02
1.140E−01
1.263E−01
8.719E−02

183
2.480E+00
2.045E+00
8.666E−01
1.755E+00
1.862E+00
1.904E+00
3.081E+00
2.847E+00
2.168E+00
1.883E+00
2.352E+00
1.813E+00
1.939E+00

184
2.663E+00
2.534E+00
9.347E−01
1.901E+00
2.152E+00
2.111E+00
3.529E+00
2.230E+00
2.238E+00
1.920E+00
2.154E+00
1.999E+00
2.018E+00

185
1.783E+00
1.750E+00
3.863E−01
1.419E+00
1.399E+00
1.454E+00
2.387E+00
1.549E+00
1.288E+00
1.355E+00
1.433E+00
1.416E+00
1.549E+00

186
3.908E+00
3.572E+00
1.537E+00
2.784E+00
3.458E+00
3.747E+00
4.448E+00
3.222E+00
3.132E+00
3.033E+00
3.198E+00
2.816E+00
3.251E+00

187
8.746E−01
7.676E−01
4.929E−01
7.676E−01
7.578E−01
7.836E−01
7.911E−01
1.113E+00
7.703E−01
6.941E−01
1.003E+00
6.045E−01
9.248E−01

188
7.664E−02
6.585E−02
7.431E−02
5.445E−02
7.738E−02
6.119E−02
7.382E−02
1.223E−01
6.683E−02
6.278E−02
9.773E−02
6.904E−02
8.719E−02

189
1.170E−02
2.673E−02
2.636E−02
1.025E−02
1.913E−02
2.011E−02
1.987E−02
1.729E−02
7.689E−03
2.060E−02
2.624E−02
1.803E−02
1.459E−02

190
2.612E−01
2.808E−01
2.269E−01
1.852E−01
3.102E−01
2.428E−01
1.766E−01
2.992E−01
2.551E−01
1.729E−01
3.789E−01
1.987E−01
3.213E−01

191
3.176E+00
3.399E+00
4.803E+00
3.300E+00
5.422E+00
4.247E+00
3.303E+00
3.196E+00
3.699E+00
3.215E+00
4.335E+00
3.180E+00
4.207E+00

192
7.210E−01
7.652E−01
1.362E+00
6.180E−01
1.714E+00
1.246E+00
8.531E−01
1.178E+00
9.577E−01
9.079E−01
9.825E−01
7.419E−01
1.036E+00

193
1.035E−01
8.314E−02
1.422E−01
9.503E−02
2.391E−01
1.937E−01
1.300E−01
1.778E−01
1.349E−01
1.275E−01
1.361E−01
9.834E−02
1.741E−01

194
1.373E−01
7.063E−02
5.040E−02
5.714E−02
6.573E−02
5.236E−02
1.147E−01
9.405E−02
7.492E−02
6.376E−02
7.934E−02
9.001E−02
6.646E−02

195
4.096E−02
3.446E−02
1.778E−02
3.507E−02
2.551E−02
2.845E−02
4.157E−02
3.985E−02
3.262E−02
3.323E−02
3.311E−02
4.145E−02
2.918E−02

196
2.183E−01
2.354E−01
3.899E−01
1.913E−01
4.034E−01
4.316E−01
3.115E−01
2.968E−01
3.593E−01
2.428E−01
4.390E−01
2.170E−01
3.078E−01

197
1.275E−01
1.312E−01
2.428E−01
1.176E−01
2.281E−01
2.281E−01
1.263E−01
1.741E−01
2.109E−01
1.251E−01
2.759E−01
1.188E−01
1.913E−01

198
8.363E−02
4.709E−02
1.216E−01
5.015E−02
9.969E−02
8.032E−02
6.327E−02
1.151E−01
7.259E−02
5.592E−02
1.093E−01
7.014E−02
8.768E−02

199
1.386E−01
7.063E−02
2.305E−01
1.888E−02
5.886E−02
2.600E−02
8.179E−02
7.590E−02
5.714E−02
2.477E−02
9.822E−02
9.540E−02
4.378E−02

200
8.952E−02
6.009E−02
7.284E−02
2.477E−02
5.089E−02
3.728E−02
7.566E−02
5.567E−02
4.611E−02
4.329E−02
5.359E−02
6.597E−02
4.635E−02

201
6.021E−02
3.765E−02
1.545E−02
1.729E−02
3.556E−02
4.353E−02
5.518E−02
3.507E−02
3.654E−02
3.581E−02
3.630E−02
4.917E−02
3.176E−02

202
5.849E−03
2.097E−03
6.193E−03
2.698E−03
3.176E−03
1.471E−03
1.864E−03
7.026E−03
9.614E−04
1.055E−03
3.679E−03
3.004E−03
1.008E−03

203
5.849E−04
0.000E+00
0.000E+00
1.079E−03
5.297E−04
4.893E−04
0.000E+00
0.000E+00
1.447E−03
5.273E−04
0.000E+00
5.996E−04
1.008E−03

204
1.349E−02
3.139E−03
6.193E−03
1.619E−03
1.594E−03
2.452E−03
2.477E−03
2.808E−03
1.447E−03
1.582E−03
3.679E−03
4.795E−03
2.514E−03

205
1.170E−03
1.570E−03
2.318E−03
1.079E−03
0.000E+00
1.962E−03
6.205E−04
9.368E−04
1.447E−03
1.055E−03
5.248E−04
0.000E+00
2.514E−03

206
1.226E−02
4.181E−03
8.522E−03
2.158E−03
2.649E−03
4.893E−03
3.102E−03
5.616E−03
1.925E−03
2.636E−03
6.830E−03
9.001E−03
3.017E−03

207
5.849E−04
0.000E+00
0.000E+00
5.395E−04
2.121E−03
0.000E+00
0.000E+00
0.000E+00
4.807E−04
5.273E−04
5.248E−04
1.199E−03
0.000E+00

208
5.261E−03
1.570E−03
2.318E−03
3.237E−03
2.649E−03
3.912E−03
3.716E−03
4.218E−03
1.925E−03
3.164E−03
1.582E−03
5.395E−03
2.011E−03

209
1.170E−03
5.236E−04
0.000E+00
0.000E+00
0.000E+00
4.893E−04
0.000E+00
1.876E−03
4.807E−04
5.273E−04
0.000E+00
0.000E+00
5.040E−04

210
1.170E−03
0.000E+00
7.750E−04
5.395E−04
1.061E−03
1.471E−03
0.000E+00
0.000E+00
4.807E−04
5.273E−04
0.000E+00
5.996E−04
0.000E+00

211
0.000E+00
0.000E+00
7.750E−04
1.079E−03
1.061E−03
4.893E−04
0.000E+00
4.684E−04
0.000E+00
5.273E−04
0.000E+00
5.996E−04
1.508E−03

212
1.170E−03
5.236E−04
0.000E+00
0.000E+00
0.000E+00
4.893E−04
6.205E−04
0.000E+00
4.807E−04
0.000E+00
0.000E+00
1.803E−03
0.000E+00

213
1.754E−03
1.046E−03
7.750E−04
1.619E−03
5.297E−04
1.962E−03
3.102E−03
4.684E−03
1.925E−03
1.055E−03
2.624E−03
2.403E−03
2.011E−03

214
1.170E−03
2.097E−03
7.750E−04
1.619E−03
1.594E−03
4.893E−04
6.205E−04
0.000E+00
4.807E−04
5.273E−04
3.151E−03
4.194E−03
1.008E−03

215
1.170E−03
5.236E−04
0.000E+00
1.079E−03
1.061E−03
0.000E+00
0.000E+00
0.000E+00
1.925E−03
0.000E+00
1.051E−03
1.803E−03
1.008E−03

216
0.000E+00
1.046E−03
0.000E+00
0.000E+00
0.000E+00
0.000E+00
6.205E−04
1.410E−03
0.000E+00
4.218E−03
5.248E−04
0.000E+00
5.040E−04

217
1.754E−03
5.236E−04
0.000E+00
0.000E+00
1.061E−03
1.962E−03
2.477E−03
9.368E−04
0.000E+00
5.273E−04
0.000E+00
1.803E−03
1.008E−03

218
3.089E+00
2.231E+00
1.369E+00
2.223E+00
2.316E+00
2.227E+00
3.502E+00
3.158E+00
2.592E+00
2.285E+00
3.020E+00
2.377E+00
2.331E+00

219
2.747E−02
2.305E−02
1.398E−02
2.269E−02
1.962E−02
2.256E−02
2.477E−02
2.440E−02
2.685E−02
2.109E−02
3.887E−02
2.943E−02
3.985E−02

220
1.681E+00
1.570E+00
9.502E−01
1.462E+00
2.265E+00
1.723E+00
1.002E+00
3.593E+00
2.765E+00
2.046E+00
1.759E+00
2.054E+00
1.840E+00

221
6.647E+01
5.849E+01
5.175E+01
6.029E+01
6.662E+01
5.865E+01
4.702E+01
7.128E+01
6.450E+01
5.446E+01
6.223E+01
6.281E+01
5.432E+01

222
4.045E+01
5.390E+01
1.479E+01
6.061E+01
4.881E+01
5.842E+01
3.606E+01
5.353E+01
5.744E+01
5.862E+01
5.582E+01
3.805E+01
6.251E+01

223
3.219E+01
2.598E+01
1.312E+01
2.886E+01
2.804E+01
2.531E+01
1.730E+01
3.518E+01
3.418E+01
3.296E+01
3.126E+01
3.006E+01
2.748E+01

224
2.483E+01
2.368E+01
1.316E+01
2.258E+01
2.625E+01
1.827E+01
1.285E+01
2.326E+01
1.966E+01
2.008E+01
2.484E+01
2.157E+01
2.178E+01

225
1.679E+01
2.010E+01
1.289E+01
2.096E+01
2.926E+01
1.849E+01
1.491E+01
1.626E+01
1.903E+01
1.685E+01
1.723E+01
2.636E+01
1.716E+01

226
7.730E+00
1.038E+01
4.287E+00
8.803E+00
1.564E+01
1.341E+01
7.905E+00
9.644E+00
1.246E+01
9.214E+00
1.029E+01
9.839E+00
9.997E+00

227
2.718E+00
2.427E+00
1.743E+00
3.447E+00
5.055E+00
3.825E+00
1.843E+00
3.613E+00
3.505E+00
2.980E+00
3.497E+00
2.645E+00
3.406E+00

228
2.621E−01
2.581E−01
2.630E−01
2.430E−01
1.493E−01
3.219E−01
2.145E−01
3.678E−01
2.700E−01
1.965E−01
5.893E−01
3.413E−01
3.954E−01

229
2.578E−01
2.674E−01
2.985E−01
2.618E−01
1.787E−01
3.294E−01
2.066E−01
3.932E−01
3.068E−01
2.085E−01
6.215E−01
3.450E−01
4.638E−01

230
3.727E+01
3.674E+01
2.826E+01
3.195E+01
2.754E+01
3.334E+01
2.476E+01
2.267E+01
2.754E+01
2.918E+01
2.733E+01
3.203E+01
2.935E+01

231
3.878E+00
4.008E+00
3.088E+00
4.132E+00
2.865E+00
4.619E+00
2.714E+00
3.555E+00
4.170E+00
3.270E+00
5.083E+00
4.141E+00
4.274E+00

232
1.810E+00
1.411E+00
1.467E+00
1.476E+00
1.322E+00
1.754E+00
1.488E+00
1.098E+00
1.459E+00
1.474E+00
1.933E+00
2.119E+00
1.623E+00

233
4.839E+00
6.339E+00
3.918E+00
5.148E+00
5.862E+00
4.343E+00
4.297E+00
5.531E+00
4.572E+00
4.839E+00
5.705E+00
6.428E+00
5.067E+00

234
1.858E+01
1.555E+01
1.396E+01
1.211E+01
1.367E+01
1.368E+01
1.399E+01
2.354E+01
2.087E+01
1.646E+01
1.552E+01
1.990E+01
1.359E+01

235
1.592E+01
9.315E+00
1.214E+01
8.435E+00
8.031E+00
9.546E+00
1.044E+01
8.046E+00
1.019E+01
7.566E+00
8.787E+00
1.386E+01
7.849E+00

236
7.464E−01
6.843E−01
4.756E−01
5.228E−01
5.908E−01
6.488E−01
5.099E−01
6.144E−01
7.126E−01
5.316E−01
9.024E−01
6.990E−01
6.303E−01

237
4.958E+00
5.175E+00
4.001E+00
6.896E+00
3.648E+00
5.753E+00
3.443E+00
4.613E+00
4.326E+00
5.490E+00
5.885E+00
3.231E+00
6.803E+00

238
1.014E+01
6.078E+00
7.142E+00
6.864E+00
4.900E+00
6.660E+00
5.698E+00
5.544E+00
6.276E+00
6.867E+00
7.190E+00
7.247E+00
6.742E+00

239
1.793E+00
1.195E+00
1.286E+00
1.300E+00
1.087E+00
1.234E+00
1.172E+00
9.166E−01
1.295E+00
1.171E+00
1.645E+00
1.776E+00
1.460E+00

240
1.458E+01
1.046E+01
9.295E+00
6.234E+00
8.231E+00
8.833E+00
1.024E+01
1.545E+01
1.091E+01
6.900E+00
1.311E+01
1.281E+01
9.229E+00

241
2.140E+02
2.279E+02
2.721E+02
2.513E+02
2.106E+02
2.587E+02
3.117E+02
2.465E+02
2.580E+02
2.480E+02
2.471E+02
2.120E+02
2.568E+02

242
1.868E+02
1.305E+02
2.086E+02
1.436E+02
1.358E+02
1.416E+02
1.775E+02
1.877E+02
1.786E+02
1.772E+02
1.535E+02
1.749E+02
1.365E+02

243
1.710E+01
1.143E+01
1.719E+01
1.233E+01
1.232E+01
1.196E+01
1.406E+01
1.734E+01
1.599E+01
1.588E+01
1.358E+01
1.619E+01
1.185E+01

244
1.643E+01
1.285E+01
1.456E+01
1.405E+01
1.423E+01
1.321E+01
9.337E+00
8.642E+00
1.153E+01
1.165E+01
1.115E+01
1.298E+01
1.140E+01

245
6.734E+00
5.700E+00
5.827E+00
6.967E+00
6.038E+00
6.443E+00
4.428E+00
5.632E+00
5.738E+00
6.168E+00
5.975E+00
5.219E+00
6.600E+00

246
6.297E+00
6.465E+00
6.041E+00
7.724E+00
7.115E+00
7.567E+00
6.189E+00
5.644E+00
5.904E+00
6.673E+00
8.893E+00
6.555E+00
1.023E+01

247
4.250E+00
4.140E+00
4.567E+00
3.877E+00
4.495E+00
4.296E+00
4.578E+00
3.652E+00
4.085E+00
4.339E+00
5.732E+00
5.477E+00
6.207E+00

248
6.334E+01
8.095E+01
1.110E+02
8.927E+01
1.123E+02
7.814E+01
1.003E+02
7.918E+01
8.043E+01
7.316E+01
7.840E+01
1.092E+02
7.566E+01

249
5.276E+01
6.892E+01
7.643E+01
6.751E+01
8.028E+01
7.152E+01
7.050E+01
8.626E+01
7.066E+01
7.415E+01
7.080E+01
7.035E+01
7.782E+01

250
1.282E+02
1.397E+02
1.182E+02
1.450E+02
1.279E+02
1.323E+02
1.231E+02
1.342E+02
1.237E+02
1.434E+02
1.515E+02
1.067E+02
1.505E+02

251
6.023E+01
4.631E+01
4.687E+01
4.419E+01
4.406E+01
3.796E+01
4.290E+01
5.644E+01
4.400E+01
4.751E+01
5.542E+01
4.496E+01
4.862E+01

252
4.440E+00
3.013E+00
3.102E+00
2.577E+00
2.932E+00
2.508E+00
2.679E+00
3.741E+00
3.290E+00
3.042E+00
3.926E+00
3.407E+00
3.203E+00

253
6.533E+00
5.525E+00
5.200E+00
4.345E+00
5.424E+00
6.210E+00
4.089E+00
3.363E+00
5.581E+00
4.154E+00
5.596E+00
4.827E+00
4.646E+00

254
1.634E+01
1.270E+01
1.394E+01
1.420E+01
1.442E+01
1.221E+01
8.859E+00
8.277E+00
1.220E+01
1.106E+01
1.186E+01
1.184E+01
1.086E+01

255
1.227E+01
9.669E+00
1.161E+01
1.202E+01
1.206E+01
1.053E+01
8.772E+00
7.420E+00
9.755E+00
9.583E+00
1.043E+01
1.204E+01
1.114E+01

256
3.576E+00
3.156E+00
4.125E+00
2.882E+00
3.512E+00
3.062E+00
3.600E+00
2.781E+00
2.839E+00
2.761E+00
3.346E+00
4.138E+00
3.494E+00

257
4.078E+00
5.153E+00
4.678E+00
4.234E+00
4.459E+00
4.467E+00
4.539E+00
3.993E+00
3.634E+00
4.097E+00
5.029E+00
5.563E+00
5.314E+00

258
2.285E+01
2.599E+01
3.746E+01
3.007E+01
4.702E+01
3.445E+01
2.967E+01
3.147E+01
3.026E+01
2.497E+01
3.466E+01
3.162E+01
3.032E+01

259
4.403E+01
5.165E+01
6.392E+01
5.166E+01
7.967E+01
4.596E+01
5.371E+01
4.442E+01
4.335E+01
4.170E+01
4.711E+01
6.729E+01
4.404E+01

260
3.502E+01
3.923E+01
4.771E+01
2.779E+01
4.580E+01
3.249E+01
3.695E+01
3.829E+01
3.290E+01
3.469E+01
2.961E+01
4.364E+01
2.786E+01

261
3.485E+01
3.361E+01
3.371E+01
2.851E+01
2.785E+01
3.249E+01
2.793E+01
2.539E+01
2.835E+01
2.726E+01
2.601E+01
3.015E+01
2.569E+01

262
1.152E+01
9.966E+00
9.681E+00
8.741E+00
8.531E+00
1.007E+01
1.042E+01
9.974E+00
9.744E+00
8.213E+00
9.566E+00
1.047E+01
1.111E+01

263
4.399E+00
4.052E+00
4.346E+00
4.024E+00
5.004E+00
5.272E+00
3.690E+00
2.621E+00
4.249E+00
3.344E+00
4.967E+00
4.016E+00
4.882E+00

264
4.193E+00
3.343E+00
4.477E+00
3.135E+00
3.407E+00
3.228E+00
3.730E+00
2.443E+00
3.567E+00
2.383E+00
3.948E+00
3.686E+00
3.640E+00

265
3.187E+00
2.235E+00
3.672E+00
2.099E+00
2.159E+00
2.481E+00
2.409E+00
1.790E+00
2.255E+00
1.782E+00
2.537E+00
3.148E+00
2.445E+00

266
2.144E+00
1.246E+00
2.232E+00
8.611E−01
9.954E−01
1.131E+00
1.680E+00
1.249E+00
1.020E+00
7.813E−01
1.554E+00
2.274E+00
1.091E+00

267
1.872E+00
1.422E+00
1.856E+00
1.137E+00
1.046E+00
1.399E+00
1.700E+00
1.104E+00
1.104E+00
9.628E−01
1.578E+00
2.149E+00
1.597E+00

268
1.550E+01
1.812E+01
1.823E+01
1.288E+01
2.276E+01
1.949E+01
1.940E+01
1.656E+01
2.052E+01
1.543E+01
1.895E+01
1.878E+01
1.618E+01

269
9.546E+00
7.775E+00
1.477E+01
6.525E+00
1.188E+01
8.060E+00
8.760E+00
1.022E+01
9.040E+00
6.709E+00
9.672E+00
9.618E+00
7.667E+00

270
3.965E+00
2.738E+00
6.140E+00
2.356E+00
4.196E+00
2.466E+00
2.870E+00
4.277E+00
2.960E+00
2.260E+00
3.362E+00
3.847E+00
2.688E+00

271
1.286E+01
1.422E+01
1.104E+01
1.139E+01
1.409E+01
1.037E+01
9.286E+00
9.731E+00
9.455E+00
1.123E+01
9.073E+00
1.404E+01
1.066E+01

272
8.612E+01
8.677E+01
6.842E+01
8.002E+01
7.047E+01
7.796E+01
6.082E+01
5.232E+01
6.298E+01
7.045E+01
6.470E+01
7.490E+01
6.972E+01

273
9.919E+01
9.885E+01
7.442E+01
9.079E+01
7.985E+01
8.990E+01
7.011E+01
6.201E+01
7.355E+01
8.226E+01
7.863E+01
8.940E+01
8.019E+01

274
1.338E+01
1.371E+01
9.604E+00
1.242E+01
1.077E+01
1.414E+01
8.941E+00
8.863E+00
1.110E+01
1.120E+01
1.115E+01
1.268E+01
1.163E+01

275
4.442E−01
8.543E−01
3.583E−01
7.451E−01
9.734E−01
4.622E−01
5.488E−01
4.715E−01
4.183E−01
5.187E−01
7.120E−01
9.464E−01
7.187E−01

276
9.210E+00
9.820E+00
7.157E+00
7.911E+00
1.080E+01
5.574E+00
7.693E+00
6.152E+00
5.945E+00
7.574E+00
7.380E+00
1.211E+01
6.502E+00

277
2.403E+01
2.436E+01
1.529E+01
1.733E+01
1.973E+01
1.626E+01
1.811E+01
1.456E+01
1.623E+01
1.747E+01
1.745E+01
2.406E+01
1.618E+01

278
2.460E+01
2.498E+01
1.511E+01
1.755E+01
2.010E+01
1.691E+01
1.898E+01
1.492E+01
1.699E+01
1.825E+01
1.849E+01
2.433E+01
1.630E+01

279
6.558E+00
5.208E+00
4.750E+00
4.117E+00
5.047E+00
5.302E+00
5.156E+00
8.216E+00
7.793E+00
5.928E+00
5.452E+00
7.418E+00
4.499E+00

280
5.770E+00
6.100E+00
4.200E+00
4.330E+00
5.637E+00
4.494E+00
4.671E+00
6.433E+00
4.323E+00
4.385E+00
5.479E+00
6.339E+00
4.698E+00

281
1.023E+02
1.165E+02
1.202E+02
1.301E+02
1.070E+02
1.316E+02
1.457E+02
1.309E+02
1.294E+02
1.295E+02
1.265E+02
1.025E+02
1.330E+02

282
8.763E+01
9.971E+01
9.212E+01
1.131E+02
9.347E+01
1.191E+02
1.235E+02
1.145E+02
1.111E+02
1.131E+02
1.095E+02
8.956E+01
1.149E+02

283
5.527E+01
3.493E+01
5.305E+01
3.960E+01
3.973E+01
4.004E+01
4.697E+01
5.958E+01
5.623E+01
5.392E+01
4.475E+01
5.351E+01
3.803E+01

284
3.868E+00
5.575E+00
4.458E+00
5.073E+00
5.586E+00
6.217E+00
5.348E+00
4.497E+00
4.590E+00
5.387E+00
6.562E+00
5.977E+00
8.711E+00

285
7.310E+01
7.958E+01
6.396E+01
8.046E+01
7.634E+01
7.816E+01
7.172E+01
7.694E+01
7.405E+01
8.259E+01
8.180E+01
6.374E+01
9.280E+01

286
5.487E+01
6.154E+01
4.265E+01
6.211E+01
6.043E+01
6.013E+01
5.378E+01
6.061E+01
5.595E+01
6.449E+01
6.232E+01
4.945E+01
6.963E+01

287
1.101E+01
7.923E+00
7.665E+00
7.125E+00
7.819E+00
6.875E+00
7.424E+00
1.065E+01
8.784E+00
8.952E+00
1.029E+01
8.483E+00
8.737E+00

288
6.425E+01
6.622E+01
6.275E+01
5.519E+01
5.489E+01
5.733E+01
5.492E+01
4.672E+01
5.605E+01
5.496E+01
4.909E+01
5.989E+01
4.960E+01

289
4.996E+01
5.323E+01
4.406E+01
4.593E+01
4.482E+01
4.629E+01
4.254E+01
3.682E+01
4.418E+01
4.508E+01
4.030E+01
4.615E+01
3.915E+01

290
1.743E+01
2.064E+01
1.673E+01
2.042E+01
1.849E+01
2.255E+01
1.982E+01
1.790E+01
1.965E+01
1.918E+01
1.599E+01
1.847E+01
2.262E+01

291
1.386E+01
1.664E+01
1.249E+01
1.601E+01
1.478E+01
1.847E+01
1.560E+01
1.471E+01
1.592E+01
1.596E+01
1.319E+01
1.510E+01
1.851E+01

292
2.377E+00
2.039E+00
2.544E+00
2.059E+00
1.985E+00
2.368E+00
2.992E+00
2.651E+00
2.663E+00
2.152E+00
2.527E+00
2.395E+00
2.634E+00

293
1.620E+00
1.010E+00
2.039E+00
7.514E−01
1.020E+00
7.754E−01
1.292E+00
1.101E+00
9.609E−01
6.336E−01
1.114E+00
1.773E+00
7.834E−01

294
2.663E+00
2.667E+00
9.516E+00
2.028E+00
2.611E+00
3.206E+00
6.080E+00
3.522E+00
3.576E+00
3.264E+00
3.529E+00
2.775E+00
3.368E+00

295
2.665E+00
2.703E+00
9.473E+00
2.016E+00
2.650E+00
3.219E+00
6.041E+00
3.514E+00
3.673E+00
3.327E+00
3.493E+00
2.842E+00
3.397E+00

296
2.316E+00
1.715E+00
7.816E+00
1.511E+00
2.007E+00
2.033E+00
3.933E+00
2.883E+00
2.793E+00
2.668E+00
2.548E+00
2.380E+00
2.083E+00

297
3.519E−01
3.726E−01
1.596E−01
3.301E−01
3.171E−01
3.510E−01
3.196E−01
2.479E−01
3.247E−01
3.535E−01
3.608E−01
3.350E−01
3.713E−01

298
1.021E−02
8.817E−03
4.119E−03
8.602E−03
5.921E−03
8.538E−03
5.706E−03
5.492E−03
8.581E−03
6.779E−03
6.114E−03
7.873E−03
8.988E−03

299
1.034E−01
1.013E−01
3.389E−02
5.663E−02
7.680E−02
5.320E−02
6.564E−02
5.642E−02
6.800E−02
8.002E−02
7.058E−02
9.224E−02
5.427E−02

300
2.317E−03
2.832E−03
2.982E−03
1.579E−03
3.111E−03
2.338E−03
1.238E−03
1.828E−03
2.810E−03
2.810E−03
8.988E−04
4.033E−03
1.635E−03

301
6.564E−02
6.092E−02
1.570E−02
4.162E−02
4.312E−02
3.690E−02
3.711E−02
4.784E−02
4.162E−02
4.977E−02
4.183E−02
4.655E−02
3.604E−02

302
2.317E−03
1.163E−03
7.465E−04
2.467E−03
2.960E−03
1.673E−03
1.982E−03
1.828E−03
2.639E−03
2.639E−03
8.988E−04
2.295E−03
1.143E−03

303
1.452E−01
1.553E−01
5.685E−02
1.165E−01
1.733E−01
1.276E−01
1.182E−01
1.356E−01
1.484E−01
1.532E−01
1.304E−01
1.291E−01
1.547E−01

304
1.733E−03
1.163E−03
3.733E−04
1.053E−03
1.478E−03
8.366E−04
9.911E−04
7.616E−04
1.753E−04
1.158E−03
5.406E−04
1.536E−03
9.804E−04

305
2.686E−01
2.710E−01
1.296E−01
2.102E−01
1.984E−01
2.111E−01
1.746E−01
1.515E−01
2.332E−01
2.371E−01
1.971E−01
2.213E−01
1.534E−01

306
1.002E−02
1.246E−02
8.216E−03
1.193E−02
9.353E−03
1.388E−02
6.200E−03
7.916E−03
1.401E−02
1.240E−02
5.213E−03
1.594E−02
7.851E−03

307
3.731E−01
6.296E−01
2.642E−01
5.635E−01
5.871E−01
7.259E−01
3.942E−01
5.675E−01
5.483E−01
6.991E−01
4.275E−01
5.701E−01
7.108E−01

308
5.771E−03
8.967E−03
6.736E−03
1.036E−02
1.068E−02
1.203E−02
5.213E−03
7.315E−03
8.581E−03
1.158E−02
7.551E−03
9.804E−03
1.193E−02

309
2.119E−03
2.660E−03
1.495E−03
3.153E−03
4.934E−04
4.183E−03
7.422E−04
2.274E−03
2.274E−03
2.982E−03
1.980E−03
2.682E−03
1.143E−03

310
1.926E−03
9.975E−04
4.483E−03
7.015E−04
4.934E−04
8.366E−04
3.218E−03
1.218E−03
1.401E−03
1.158E−03
8.988E−04
9.611E−04
1.306E−03

311
1.926E−04
1.663E−04
7.465E−04
1.755E−04
1.641E−04
5.020E−04
1.238E−03
0.000E+00
7.015E−04
4.955E−04
0.000E+00
0.000E+00
3.261E−04

312
3.861E−04
1.663E−04
3.733E−04
7.015E−04
0.000E+00
1.673E−04
9.911E−04
6.092E−04
0.000E+00
1.654E−04
1.800E−04
1.920E−04
4.891E−04

313
1.633E−01
9.031E−02
3.818E−02
7.680E−02
5.964E−02
1.077E−01
3.625E−02
6.028E−02
6.371E−02
7.723E−02
6.007E−02
7.680E−02
4.612E−02

314
6.350E−03
3.153E−03
4.848E−03
2.274E−03
2.134E−03
3.668E−03
2.231E−03
1.371E−03
2.274E−03
2.639E−03
2.875E−03
2.875E−03
2.939E−03

315
1.984E−02
1.663E−02
8.967E−03
1.474E−02
1.083E−02
2.107E−02
7.422E−03
1.294E−02
1.210E−02
1.223E−02
1.296E−02
1.113E−02
1.143E−02

316
1.156E−03
6.650E−04
3.733E−04
8.774E−04
6.564E−04
8.366E−04
1.733E−03
7.616E−04
1.753E−04
0.000E+00
5.406E−04
5.771E−04
1.635E−04

317
2.042E−02
1.596E−02
7.465E−03
1.491E−02
1.150E−02
1.590E−02
6.436E−03
1.828E−02
9.804E−03
1.058E−02
1.098E−02
8.645E−03
8.817E−03

318
1.156E−03
0.000E+00
7.465E−04
1.403E−03
9.847E−04
1.506E−03
1.733E−03
6.092E−04
5.256E−04
6.607E−04
1.800E−04
7.680E−04
1.635E−04

319
1.564E−01
1.100E−01
6.586E−02
1.474E−01
1.064E−01
1.658E−01
6.393E−02
1.313E−01
1.113E−01
1.088E−01
1.360E−01
9.267E−02
1.096E−01

320
1.926E−04
3.325E−04
0.000E+00
5.256E−04
0.000E+00
1.171E−03
4.955E−04
6.092E−04
1.753E−04
3.304E−04
7.208E−04
5.771E−04
4.891E−04

321
1.830E−01
1.079E−01
8.452E−02
1.309E−01
7.337E−02
1.502E−01
5.234E−02
8.002E−02
8.946E−02
1.049E−01
1.055E−01
8.474E−02
5.106E−02

322
5.964E−03
4.162E−03
3.368E−03
1.264E−02
2.960E−03
7.358E−03
2.982E−03
3.797E−03
3.497E−03
2.145E−03
5.406E−03
3.261E−03
2.124E−03

323
1.714E−01
1.386E−01
9.417E−02
1.746E−01
8.238E−02
2.074E−01
6.135E−02
1.328E−01
1.287E−01
1.375E−01
1.358E−01
8.710E−02
1.028E−01

324
5.406E−03
3.153E−03
4.848E−03
7.723E−03
2.467E−03
3.840E−03
2.724E−03
2.596E−03
3.497E−03
4.955E−03
3.239E−03
3.261E−03
1.635E−03

325
5.020E−03
6.479E−03
6.350E−03
7.186E−03
5.256E−03
6.521E−03
5.449E−03
5.942E−03
7.015E−03
4.290E−03
4.848E−03
8.066E−03
4.419E−03

326
5.771E−04
4.977E−04
7.465E−04
1.931E−03
3.282E−04
3.347E−04
9.911E−04
4.569E−04
1.753E−04
3.304E−04
7.208E−04
5.771E−04
4.891E−04

327
1.311E−02
1.113E−02
8.216E−03
8.774E−03
9.203E−03
1.137E−02
4.955E−03
5.642E−03
6.135E−03
6.950E−03
5.578E−03
7.680E−03
7.508E−03

328
9.632E−04
1.330E−03
7.465E−04
3.518E−04
1.313E−03
1.171E−03
1.487E−03
4.569E−04
5.256E−04
3.304E−04
3.604E−04
1.536E−03
1.143E−03

329
3.559E−01
3.111E−01
1.532E−01
1.937E−01
1.699E−01
3.462E−01
1.667E−01
1.622E−01
1.963E−01
2.032E−01
1.776E−01
2.724E−01
1.532E−01

330
3.475E−03
2.167E−03
4.119E−03
1.229E−03
1.806E−03
3.175E−03
2.724E−03
1.371E−03
1.929E−03
2.488E−03
1.439E−03
3.454E−03
2.295E−03

331
2.167E−02
1.811E−02
9.718E−03
1.491E−02
1.690E−02
2.167E−02
7.422E−03
1.006E−02
8.946E−03
1.735E−02
8.087E−03
2.210E−02
1.079E−02

332
0.000E+00
4.977E−04
3.733E−04
3.518E−04
4.934E−04
5.020E−04
4.955E−04
3.046E−04
1.753E−04
1.654E−04
1.800E−04
1.152E−03
3.261E−04

333
1.427E−02
1.279E−02
4.119E−03
1.124E−02
1.264E−02
1.388E−02
8.173E−03
8.838E−03
7.894E−03
1.191E−02
8.645E−03
1.364E−02
9.310E−03

334
0.000E+00
0.000E+00
0.000E+00
1.755E−04
0.000E+00
3.347E−04
0.000E+00
0.000E+00
3.497E−04
3.304E−04
0.000E+00
1.920E−04
0.000E+00

335
3.454E−02
3.304E−02
2.381E−02
2.274E−02
2.832E−02
3.518E−02
1.536E−02
2.025E−02
2.381E−02
2.424E−02
1.800E−02
2.252E−02
2.042E−02

336
1.349E−03
2.488E−03
1.495E−03
1.755E−03
1.313E−03
1.171E−03
1.487E−03
7.616E−04
1.227E−03
8.259E−04
7.208E−04
9.611E−04
4.891E−04

337
8.559E−02
8.002E−02
3.540E−02
4.741E−02
4.870E−02
7.701E−02
2.338E−02
3.025E−02
4.097E−02
4.248E−02
4.290E−02
5.106E−02
3.046E−02

338
1.926E−03
8.302E−04
3.733E−04
2.467E−03
8.216E−04
1.004E−03
1.238E−03
1.066E−03
3.497E−04
8.259E−04
1.079E−03
3.840E−04
3.261E−04

339
3.561E−02
3.068E−02
1.643E−02
2.274E−02
2.553E−02
4.741E−02
1.214E−02
2.010E−02
2.102E−02
2.274E−02
2.210E−02
2.295E−02
2.446E−02

340
2.510E−03
1.995E−03
1.868E−03
1.053E−03
1.478E−03
1.673E−03
2.231E−03
1.218E−03
1.401E−03
1.158E−03
1.259E−03
1.536E−03
1.143E−03

341
4.054E−03
2.488E−03
4.119E−03
4.205E−03
2.295E−03
1.673E−03
2.982E−03
1.523E−03
2.446E−03
2.317E−03
3.068E−03
2.488E−03
1.635E−03

342
7.701E−04
4.977E−04
1.122E−03
5.256E−04
4.934E−04
3.347E−04
0.000E+00
0.000E+00
1.753E−04
1.654E−04
1.259E−03
9.611E−04
6.543E−04

343
5.406E−03
2.488E−03
4.483E−03
2.982E−03
1.969E−03
4.848E−03
3.475E−03
4.870E−03
3.325E−03
3.304E−03
4.312E−03
2.682E−03
2.446E−03

344
1.926E−04
0.000E+00
3.733E−04
1.755E−04
0.000E+00
0.000E+00
2.467E−04
1.523E−04
5.256E−04
1.654E−04
1.800E−04
1.920E−04
1.635E−04

DY
DZ
EA
EB
EC
ED
EE
EF
EG
EH
EI

1
13865
13879
13892
13897
13920
13989
14027
14080
14100
14202
14245

2
Early Malignant
Benign
Benign
Benign
Benign
Late Malignant
Benign
Benign
Benign
Benign
Benign

3
2
1
1
1
1
3
1
1
1
1
1

4
−1
−1
−1
−1
−1
−1
−1
−1
−1
−1
−1

5
1.927E+00
1.945E+00
1.874E+00
3.742E+00
7.352E−01
7.263E−01
8.948E−01
1.126E+00
9.734E−01
5.504E−02
8.884E−01

6
2.457E−01
7.553E−01
9.300E−01
2.116E+00
3.959E−01
2.597E−01
3.240E−01
5.420E−01
6.655E−01
4.957E−02
6.803E−01

7
1.888E−01
2.983E−01
2.843E−01
7.457E−01
9.968E−02
9.571E−02
1.030E−01
1.760E−01
1.854E−01
4.410E−02
2.564E−01

8
5.290E−01
7.633E−01
7.039E−01
1.190E+00
2.414E−01
2.135E−01
3.369E−01
3.054E−01
3.278E−01
7.715E−02
3.916E−01

9
3.766E−02
1.695E−02
9.067E−03
2.221E−02
9.882E−03
9.013E−03
1.631E−02
5.633E−02
3.311E−02
6.609E−02
4.002E−02

10
5.644E−03
1.749E−02
2.189E−02
3.391E−02
2.242E−03
8.155E−03
7.833E−03
3.122E−03
0.000E+00
0.000E+00
1.599E−02

11
1.223E−02
1.749E−02
1.599E−02
2.800E−02
4.496E−03
6.438E−03
5.418E−03
1.663E−02
2.650E−02
1.105E−02
2.800E−02

12
1.320E−02
9.549E−03
4.796E−03
1.044E−02
3.594E−03
4.721E−03
3.015E−03
9.378E−03
0.000E+00
5.504E−03
1.202E−02

13
1.320E−02
8.498E−03
5.869E−03
7.833E−03
5.386E−03
2.575E−03
6.019E−03
4.174E−03
3.315E−03
1.652E−02
1.202E−02

14
2.725E−02
8.863E−02
9.914E−02
2.178E−01
1.395E−02
1.073E−02
3.251E−02
3.444E−02
2.650E−02
2.758E−02
5.601E−02

15
1.223E−02
4.249E−03
5.333E−03
9.785E−03
4.045E−03
4.292E−04
4.818E−03
7.296E−03
0.000E+00
1.105E−02
4.002E−03

16
9.399E−04
5.311E−04
5.333E−04
0.000E+00
0.000E+00
1.288E−03
0.000E+00
3.122E−03
6.620E−03
0.000E+00
4.002E−03

17
5.644E−03
5.837E−03
3.734E−03
8.476E−03
4.045E−03
2.146E−03
4.818E−03
3.122E−03
1.652E−02
0.000E+00
4.002E−03

18
3.766E−02
4.249E−02
1.921E−02
4.303E−02
1.845E−02
1.459E−02
1.148E−02
5.311E−02
2.318E−02
4.410E−02
4.002E−02

19
9.496E−02
1.073E−01
9.549E−02
2.554E−01
3.187E−02
3.004E−02
3.498E−02
6.363E−02
8.939E−02
1.652E−02
1.245E−01

20
1.878E−03
3.712E−03
6.395E−03
2.607E−03
4.045E−03
1.717E−03
0.000E+00
2.082E−03
3.315E−03
5.504E−03
4.002E−03

21
6.588E−03
1.330E−02
8.530E−03
1.631E−02
8.530E−03
8.155E−03
6.620E−03
1.663E−02
4.966E−02
5.504E−03
2.403E−02

22
5.644E−03
3.187E−03
3.734E−03
2.607E−03
2.242E−03
4.292E−04
1.202E−03
1.042E−03
0.000E+00
5.504E−03
4.002E−03

23
6.964E−02
3.981E−02
4.217E−02
1.309E−01
2.607E−02
2.790E−02
2.833E−02
5.633E−02
8.939E−02
2.758E−02
4.796E−02

24
9.592E−02
6.427E−02
4.002E−02
1.191E−01
3.144E−02
3.519E−02
2.833E−02
9.796E−02
4.304E−02
4.957E−02
4.002E−02

25
1.127E−02
2.393E−02
1.706E−02
7.049E−02
1.073E−02
9.013E−03
1.084E−02
1.459E−02
3.973E−02
0.000E+00
1.599E−02

26
1.223E−02
1.749E−02
2.403E−02
5.086E−02
3.144E−03
7.725E−03
1.148E−02
1.148E−02
1.320E−02
1.105E−02
5.204E−02

27
4.700E−03
4.775E−03
1.170E−02
1.373E−02
8.981E−04
3.433E−03
1.803E−03
8.337E−03
9.936E−03
0.000E+00
4.002E−03

28
3.852E−02
2.704E−02
2.457E−02
5.740E−02
2.157E−02
1.760E−02
1.685E−02
3.755E−02
2.983E−02
5.504E−03
3.605E−02

29
3.391E−02
5.150E−02
4.163E−02
6.459E−02
3.594E−02
1.803E−02
2.951E−02
5.633E−02
3.642E−02
1.652E−02
1.599E−02

30
1.062E−01
6.792E−02
5.923E−02
8.412E−02
4.850E−02
4.893E−02
5.966E−02
9.796E−02
2.983E−02
2.758E−02
3.605E−02

31
4.700E−02
5.569E−02
4.270E−02
8.090E−02
4.624E−02
3.305E−02
4.582E−02
4.796E−02
3.311E−02
5.504E−03
2.800E−02

32
9.399E−03
1.223E−02
9.603E−03
2.157E−02
4.045E−03
2.575E−03
1.266E−02
1.770E−02
0.000E+00
5.504E−03
1.996E−02

33
6.588E−03
9.024E−03
8.530E−03
1.760E−02
4.936E−03
5.579E−03
1.084E−02
1.459E−02
9.936E−03
5.504E−03
1.599E−02

34
1.706E−01
7.586E−01
6.770E−02
7.307E−02
5.343E−02
5.279E−02
7.285E−02
1.545E−01
8.939E−02
3.305E−02
4.796E−02

35
5.644E−02
5.783E−02
9.174E−02
1.373E−01
8.401E−02
6.738E−02
8.433E−02
1.180E−01
1.985E−02
4.957E−02
5.601E−02

36
9.399E−04
4.775E−03
1.067E−02
9.131E−03
5.386E−03
8.155E−03
9.635E−03
4.174E−03
0.000E+00
0.000E+00
0.000E+00

37
2.446E−02
1.534E−02
1.223E−02
2.414E−02
2.017E−02
6.009E−03
1.024E−02
3.648E−02
3.311E−02
2.200E−02
1.202E−02

38
9.399E−03
6.373E−03
4.796E−03
1.044E−02
2.242E−03
5.579E−03
1.803E−03
6.255E−03
9.936E−03
5.504E−03
8.004E−03

39
9.871E−02
8.391E−02
1.018E−01
1.835E−01
1.770E−01
4.421E−02
1.459E−01
1.491E−01
6.622E−02
1.760E−01
1.599E−01

40
1.148E−01
1.685E−01
9.174E−02
1.470E−01
1.642E−01
4.378E−02
8.251E−02
1.717E−01
1.324E−01
9.914E−02
7.200E−02

41
2.071E−02
1.438E−02
8.530E−03
2.607E−02
1.212E−02
9.442E−03
1.320E−02
2.189E−02
3.311E−02
3.852E−02
6.406E−02

42
1.878E−03
2.650E−03
1.067E−03
5.869E−03
1.352E−03
8.584E−04
1.803E−03
5.215E−03
1.985E−02
5.504E−03
0.000E+00

43
1.780E−02
1.006E−02
8.950E−03
6.713E−03
4.964E−03
5.761E−03
5.041E−03
3.935E−02
9.524E−03
5.272E−03
6.713E−03

44
2.092E−01
9.182E−02
1.168E−01
1.553E−01
3.935E−02
5.915E−02
5.838E−02
2.401E−01
1.159E−01
7.124E−02
1.150E−01

45
1.155E−01
6.456E−02
7.459E−02
8.950E−02
5.015E−02
5.144E−02j
5.401E−02
1.664E−01
9.921E−02
6.070E−02
8.822E−02

46
2.879E−01
9.413E−02
1.337E−01
1.150E−01
6.018E−02
8.873E−02
8.693E−02
3.510E−01
8.730E−02
9.362E−02
1.304E−01

47
9.799E−02
4.192E−02
5.838E−02
5.092E−02
1.700E−02
3.498E−02
3.858E−02
9.394E−02
3.809E−02
1.849E−02
3.832E−02

48
2.052E−02
6.353E−03
8.436E−03
1.641E−02
4.295E−03
3.806E−03
6.636E−03
1.875E−02
9.524E−03
5.272E−03
2.598E−02

49
5.195E−03
7.381E−03
1.163E−02
8.127E−03
3.344E−03
2.263E−03
3.601E−03
1.325E−02
4.758E−03
2.649E−03
4.784E−03

50
5.195E−03
4.321E−03
2.803E−03
3.446E−03
1.831E−03
1.852E−03
2.598E−03
9.002E−03
6.353E−03
2.649E−03
1.150E−02

51
1.502E−01
1.723E−01
1.811E−01
1.263E−01
1.391E−01
3.290E−01
1.703E−01
4.232E−01
1.040E−01
1.728E−01
1.044E−01

52
5.633E−03
2.932E−03
2.173E−03
2.803E−03
2.572E−03
5.658E−03
2.752E−03
3.086E−02
2.382E−03
2.649E−03
1.919E−03

53
2.855E−02
1.145E−02
1.175E−02
8.745E−03
7.433E−03
1.008E−02
1.343E−02
2.598E−02
7.150E−03
1.319E−02
4.784E−03

54
5.642E+00
4.931E+00
4.751E+00
4.227E+00
6.169E+00
5.643E+00
6.195E+00
7.107E+00
7.164E+00
5.888E+00
5.543E+00

55
7.797E−01
6.237E−01
5.623E−01
6.061E−01
6.240E−01
6.963E−01
6.119E−01
9.349E−01
6.960E−01
5.875E−01
4.095E−01

56
1.919E−01
1.553E−01
1.605E−01
1.574E−01
2.130E−01
2.182E−01
1.867E−01
2.808E−01
2.706E−01
2.324E−01
2.214E−01

57
4.680E+00
3.631E+00
3.262E+00
3.257E+00
3.110E+00
3.841E+00
3.453E+00
4.785E+00
4.126E+00
4.234E+00
3.116E+00

58
1.294E−01
4.372E−02
5.761E−02
3.832E−02
3.472E−02
7.690E−02
6.224E−02
1.919E−01
8.889E−02
9.773E−02
5.555E−02

59
7.099E−02
5.993E−02
5.504E−02
5.350E−02
5.195E−02
5.272E−02
5.684E−02
6.446E−02
3.175E−02
3.035E−02
2.983E−02

60
8.127E−03
7.896E−03
6.507E−03
7.510E−03
6.996E−03
4.527E−03
1.054E−02
9.490E−03
4.758E−03
6.610E−03
1.919E−03

61
2.416E+00
1.110E+00
1.541E+00
1.689E+00
1.948E+00
2.302E+00
3.158E+00
2.192E+00
1.667E+00
1.916E+00
1.328E+00

62
4.477E−01
5.121E−01
4.239E−01
4.291E−01
6.925E−01
4.847E−01
4.905E−01
7.430E−01
1.160E+00
1.106E+00
1.056E+00

63
1.579E−02
6.224E−03
7.793E−03
9.696E−03
8.513E−03
1.327E−02
1.602E−02
1.924E−02
1.111E−02
1.453E−02
6.713E−03

64
1.881E+00
2.811E+00
2.616E+00
2.133E+00
3.725E+00
2.748E+00
2.564E+00
2.780E+00
1.552E+00
1.480E+00
1.211E+00

65
1.057E−01
9.516E−02
1.024E−01
6.764E−02
1.124E−01
1.286E−01
1.214E−01
1.167E−01
8.016E−02
5.813E−02
6.327E−02

66
5.748E−01
8.205E−01
5.723E−01
4.558E−01
6.198E−01
6.794E−01
6.299E−01
6.596E−01
3.778E−01
3.419E−01
3.203E−01

67
9.619E−02
4.784E−02
6.764E−02
2.881E−02
3.009E−02
1.034E−01
7.253E−02
1.099E−01
2.619E−02
1.319E−02
1.919E−02

68
1.533E−02
1.577E−02
2.238E−02
1.721E−02
1.561E−02
1.070E−02
1.343E−02
1.998E−02
1.190E−02
1.319E−02
1.535E−02

69
9.294E−01
5.870E−01
7.331E−01
6.388E−01
9.259E−01
8.215E−01
1.323E+00
5.574E−01
3.333E−01
3.855E−01
2.762E−01

70
3.704E−02
1.502E−02
2.019E−02
2.065E−02
1.970E−02
2.253E−02
3.266E−02
1.373E−02
1.429E−02
1.319E−02
1.054E−02

71
5.633E−03
7.124E−03
6.764E−03
4.835E−03
4.089E−03
3.909E−03
4.038E−03
7.253E−03
1.587E−03
0.000E+00
2.881E−03

72
8.565E−03
2.544E−03
2.428E−03
2.503E−03
3.884E−03
3.292E−03
5.195E−03
3.498E−03
4.758E−03
2.649E−03
3.832E−03

73
3.962E−03
2.235E−03
0.000E+00
6.862E−04
4.729E−04
4.515E−04
2.528E−03
2.190E−03
0.000E+00
0.000E+00
4.210E−03

74
4.944E−03
3.352E−03
6.174E−03
1.230E−02
1.885E−03
3.612E−03
1.264E−03
5.485E−03
1.045E−02
1.163E−02
1.264E−02

75
1.783E−02
6.196E−02
6.117E−02
2.077E−01
4.391E−02
2.664E−02
4.368E−02
1.086E−01
8.359E−02
4.052E−02
8.420E−02

76
5.147E−02
7.540E−02
1.065E−01
3.826E−01
4.492E−02
3.521E−02
5.632E−02
1.648E−01
9.055E−02
5.790E−02
1.140E−01

77
4.944E−03
1.230E−02
1.682E−02
4.594E−02
8.036E−03
4.063E−03
5.700E−03
2.415E−02
6.964E−03
5.790E−03
1.264E−02

78
2.968E−03
5.587E−04
1.122E−03
6.862E−04
1.422E−03
4.515E−04
6.332E−04
0.000E+00
3.488E−03
0.000E+00
0.000E+00

79
2.968E−03
2.235E−03
2.246E−03
2.054E−03
4.255E−03
1.806E−03
2.528E−03
4.391E−03
0.000E+00
0.000E+00
0.000E+00

80
0.000E+00
1.116E−03
0.000E+00
2.054E−03
9.447E−04
4.515E−04
0.000E+00
0.000E+00
0.000E+00
0.000E+00
4.210E−03

81
1.388E−02
1.343E−02
1.230E−02
9.605E−03
7.088E−03
3.160E−03
7.596E−03
1.208E−02
1.388E−02
0.000E+00
0.000E+00

82
4.944E−03
4.470E−03
5.609E−04
7.551E−03
4.729E−03
3.612E−03
5.700E−03
8.770E−03
3.488E−03
5.790E−03
4.210E−03

83
1.975E−03
1.670E−03
0.000E+00
4.808E−03
3.307E−03
4.515E−04
0.000E+00
1.096E−03
3.488E−03
0.000E+00
0.000E+00

84
3.962E−03
7.822E−03
1.851E−02
1.377E−02
1.422E−03
1.354E−03
6.332E−04
1.422E−02
1.388E−02
1.163E−02
8.420E−03

85
9.887E−04
0.000E+00
3.928E−03
2.743E−03
9.447E−04
4.515E−04
1.896E−03
2.190E−03
3.488E−03
0.000E+00
4.210E−03

86
8.905E−03
6.140E−03
8.973E−03
1.512E−02
1.087E−02
2.257E−03
6.964E−03
3.070E−02
1.388E−02
0.000E+00
1.264E−02

87
1.885E−02
3.409E−02
2.912E−02
6.998E−02
3.544E−02
1.761E−02
3.612E−02
9.865E−02
2.438E−02
5.790E−03
2.099E−02

88
0.000E+00
8.939E−03
7.291E−03
1.163E−02
5.666E−03
3.160E−03
6.332E−03
1.535E−02
1.045E−02
0.000E+00
4.210E−03

89
2.968E−03
1.456E−02
1.065E−02
2.743E−02
9.921E−03
7.223E−03
8.871E−03
3.950E−02
6.964E−03
5.790E−03
2.099E−02

90
2.472E−02
4.582E−02
5.214E−02
1.761E−01
5.293E−02
4.289E−02
6.456E−02
2.039E−01
4.528E−02
3.476E−02
3.363E−02

91
1.975E−03
6.704E−03
1.456E−02
1.919E−02
6.614E−03
1.084E−02
8.871E−03
1.535E−02
3.488E−03
5.790E−03
4.210E−03

92
6.930E−03
7.822E−03
9.537E−03
1.919E−02
1.129E−02
5.869E−03
3.172E−03
3.397E−02
2.088E−02
5.790E−03
8.420E−03

93
1.975E−03
3.905E−03
5.609E−03
1.512E−02
5.666E−03
2.257E−03
6.332E−03
1.648E−02
3.488E−03
5.790E−03
4.210E−03

94
9.887E−04
1.670E−03
0.000E+00
2.054E−03
4.729E−04
9.029E−04
6.332E−04
4.391E−03
0.000E+00
5.790E−03
0.000E+00

95
1.388E−02
1.343E−02
2.528E−02
3.499E−02
6.614E−03
6.321E−03
1.014E−02
4.165E−02
1.388E−02
0.000E+00
0.000E+00

96
5.937E−03
3.905E−03
1.065E−02
2.336E−02
7.088E−03
6.772E−03
4.436E−03
1.862E−02
3.488E−03
0.000E+00
4.210E−03

97
4.944E−03
5.587E−03
7.856E−03
1.163E−02
4.729E−03
9.029E−03
6.964E−03
1.648E−02
0.000E+00
5.790E−03
4.210E−03

98
4.944E−03
7.822E−03
1.010E−02
1.445E−02
2.833E−03
1.354E−03
5.700E−03
1.975E−02
0.000E+00
0.000E+00
2.099E−02

99
9.454E−02
1.097E−01
8.535E−02
1.913E−01
2.146E−01
4.414E−02
8.056E−02
1.459E−01
8.325E−02
1.133E−01
1.692E−01

100
5.261E−02
4.795E−02
3.102E−02
4.329E−02
2.771E−02
3.483E−02
3.029E−02
5.714E−02
3.029E−02
2.514E−02
3.200E−02

101
1.471E−01
1.815E−01
1.582E−01
1.766E−01
1.435E−01
9.712E−02
1.312E−01
1.754E−01
1.854E−01
1.196E−01
1.741E−01

102
1.901E−01
5.960E−01
6.732E−01
5.101E−01
1.643E−01
2.109E−01
1.212E−01
3.240E−01
5.146E−01
1.631E−01
8.412E−01

103
1.987E−01
2.023E−01
1.913E−01
2.575E−01
1.766E−01
8.191E−02
1.496E−01
2.228E−01
2.043E−01
2.207E−01
2.244E−01

104
3.176E−01
3.213E−01
2.416E−01
2.489E−01
2.636E−01
2.575E−01
1.790E−01
3.955E−01
2.800E−01
2.330E−01
3.200E−01

105
1.925E−01
7.750E−01
8.459E−01
8.194E−01
1.803E−01
1.324E−01
1.999E−01
1.876E−01
8.173E−01
2.514E−01
9.552E−01

106
2.134E−01
1.606E−01
2.048E−01
2.428E−01
2.980E−01
2.882E−01
2.060E−01
3.776E−01
1.627E−01
2.391E−01
1.876E−01

107
1.275E−01
1.324E−01
1.042E−01
1.324E−01
1.766E−01
9.172E−02
9.565E−02
1.631E−01
1.173E−01
9.442E−02
1.925E−01

108
2.085E−01
2.023E−01
1.839E−01
1.962E−01
2.256E−01
1.508E−01
1.668E−01
1.766E−01
1.627E−01
2.072E−01
2.146E−01

109
7.529E−03
7.284E−03
1.827E−03
6.708E−03
5.138E−04
6.867E−03
7.566E−03
3.568E−03
7.566E−03
0.000E+00
4.574E−03

110
5.371E−03
2.060E−02
1.219E−02
1.717E−02
5.641E−03
1.177E−02
8.952E−03
7.149E−03
0.000E+00
0.000E+00
0.000E+00

111
8.596E−03
2.489E−02
1.521E−02
1.422E−02
1.337E−02
4.905E−03
1.239E−02
1.312E−02
0.000E+00
0.000E+00
4.574E−03

112
1.182E−02
1.876E−02
9.749E−03
1.118E−02
9.749E−03
6.376E−03
1.101E−02
2.379E−03
0.000E+00
0.000E+00
4.574E−03

113
7.529E−03
4.243E−03
3.053E−03
2.980E−03
4.108E−03
1.471E−03
0.000E+00
1.191E−03
0.000E+00
0.000E+00
0.000E+00

114
4.304E−03
7.885E−03
2.440E−03
9.687E−03
3.593E−03
2.452E−03
2.060E−03
3.568E−03
0.000E+00
0.000E+00
0.000E+00

115
3.225E−03
3.029E−03
5.481E−03
7.456E−03
2.048E−03
2.943E−03
4.132E−03
4.770E−03
0.000E+00
0.000E+00
4.574E−03

116
1.074E−03
4.243E−03
2.440E−03
2.232E−03
2.048E−03
1.471E−03
1.373E−03
4.770E−03
0.000E+00
0.000E+00
0.000E+00

117
9.675E−03
1.091E−02
4.880E−03
1.193E−02
7.186E−03
5.395E−03
4.819E−03
4.770E−03
3.789E−03
6.291E−03
0.000E+00

118
5.371E−03
3.642E−03
1.827E−03
8.952E−03
1.545E−03
3.433E−03
2.747E−03
0.000E+00
0.000E+00
0.000E+00
0.000E+00

119
6.450E−03
6.671E−03
4.880E−03
3.728E−03
3.078E−03
1.962E−03
2.747E−03
0.000E+00
0.000E+00
6.291E−03
4.574E−03

120
2.146E−03
7.885E−03
5.481E−03
4.476E−03
0.000E+00
1.962E−03
6.879E−04
2.379E−03
3.789E−03
0.000E+00
0.000E+00

121
1.549E−01
1.175E−01
1.523E−01
1.122E−01
9.617E−02
3.375E−02
1.728E−01
4.622E−01
3.553E−01
4.337E−01
4.292E−01

122
1.683E−01
1.175E−01
1.371E−01
9.795E−02
1.318E−01
1.719E−01
1.291E−01
1.941E−01
2.843E−01
4.728E−01
2.858E−01

123
5.076E+00
1.879E+00
2.858E+00
3.598E+00
1.719E+00
2.199E+00
2.280E+00
1.655E+00
5.780E+00
3.348E+00
3.606E+00

124
8.077E−02
6.073E−02
4.960E−02
6.064E−02
6.109E−02
3.072E−02
6.465E−02
4.550E−01
3.079E−01
3.152E−01
1.719E−01

125
8.077E−02
5.699E−02
9.528E−02
1.211E−01
9.350E−02
4.301E−02
1.077E−01
5.966E−01
4.264E−01
3.544E−01
2.858E−01

126
2.084E−01
6.118E−01
7.017E−01
8.264E−01
9.350E−01
5.316E−01
5.984E−01
3.954E−01
6.396E−01
1.264E+00
8.299E−01

127
1.291E+00
1.291E+00
1.122E+00
2.244E+00
1.443E+00
1.077E+00
1.487E+00
1.309E+00
1.848E+00
4.533E+00
3.375E+00

128
2.654E+00
1.478E+00
2.315E+00
2.413E+00
1.273E+00
1.986E+00
2.012E+00
1.443E+00
4.738E+00
3.704E+00
3.090E+00

129
3.366E−02
4.176E−02
4.960E−02
8.869E−02
5.138E−02
5.218E−02
5.174E−02
2.458E−01
3.553E−01
7.881E−01
1.434E−01

130
6.821E+00
6.782E+00
9.638E+00
1.483E+01
1.657E+01
8.310E+00
1.846E+01
8.688E+00
1.653E+01
6.517E+01
3.773E+01

131
9.056E+00
1.040E+01
1.280E+01
1.152E+01
1.149E+01
6.606E+00
1.193E+01
1.014E+01
1.353E+01
3.901E+01
2.599E+01

132
1.345E−01
1.897E−02
4.577E−02
4.203E−02
4.176E−02
5.218E−02
4.310E−02
5.966E−02
1.656E−01
1.576E−01
1.149E−01

133
2.021E−02
1.523E−02
2.289E−02
2.796E−02
1.603E−02
1.843E−02
8.620E−03
3.731E−02
2.369E−02
7.881E−02
5.726E−02

134
0.000E+00
7.596E−03
3.811E−03
2.796E−02
9.617E−03
0.000E+00
1.291E−02
8.905E−02
4.737E−02
1.184E−01
5.726E−02

135
1.345E−02
1.140E−02
1.906E−02
3.268E−02
6.429E−03
3.072E−03
1.728E−02
6.714E−02
2.369E−02
7.881E−02
5.726E−02

136
3.366E−02
7.596E−03
2.671E−02
4.203E−02
1.282E−02
3.072E−03
8.620E−03
5.966E−02
7.106E−02
7.881E−02
0.000E+00

137
6.055E−02
5.316E−02
4.960E−02
6.999E−02
1.282E−02
1.843E−02
3.874E−02
2.983E−02
4.027E−01
7.881E−02
2.289E−01

138
6.732E−03
3.037E−02
2.671E−02
2.333E−02
6.109E−02
2.760E−02
4.310E−02
5.218E−02
1.184E−01
1.576E−01
1.434E−01

139
1.888E−01
1.060E−01
2.173E−01
1.496E−01
1.354E−01
3.874E−01
2.716E−01
3.206E−01
1.113E+00
7.097E−01
4.577E−01

140
1.817E−01
1.024E−01
9.172E−02
1.585E−01
5.459E−02
2.395E−01
1.202E−01
2.012E−01
4.738E−01
4.728E−01
5.726E−02

141
6.055E−02
1.523E−02
3.437E−02
6.064E−02
1.282E−02
2.458E−02
3.019E−02
1.042E−01
7.106E−02
3.152E−01
3.152E−01

142
2.021E−02
2.663E−02
1.523E−02
4.666E−03
6.429E−03
9.172E−03
1.728E−02
2.235E−02
7.106E−02
3.945E−02
0.000E+00

143
2.021E−02
7.596E−03
7.631E−03
3.731E−02
1.932E−02
9.172E−03
4.310E−03
7.453E−03
1.425E−01
0.000E+00
0.000E+00

144
4.711E−02
3.037E−02
3.811E−02
3.268E−02
2.573E−02
3.072E−03
2.155E−02
7.453E−02
0.000E+00
7.881E−02
8.584E−02

145
6.732E−03
2.280E−02
7.631E−03
2.796E−02
1.603E−02
2.760E−02
3.446E−02
4.470E−02
7.106E−02
7.881E−02
5.726E−02

146
3.028E−01
1.104E−01
2.671E−01
3.918E−01
2.155E−01
4.978E−01
3.793E−01
2.760E−01
7.817E−01
6.696E−01
3.722E−01

147
7.400E−02
9.528E−02
1.300E−01
1.309E−01
9.350E−02
2.030E−01
1.380E−01
1.719E−01
4.501E−01
1.184E−01
2.004E−01

148
3.900E−01
2.048E−01
3.891E−01
4.061E−01
3.054E−01
8.014E−01
4.052E−01
4.105E−01
1.184E+00
9.439E−01
8.299E−01

149
6.055E−02
3.419E−02
9.528E−02
7.934E−02
3.856E−02
1.354E−01
1.460E−01
6.714E−02
5.448E−01
2.760E−01
2.289E−01

150
2.689E−02
2.663E−02
3.811E−03
1.398E−02
1.932E−02
2.760E−02
2.582E−02
7.453E−02
6.396E−01
3.544E−01
2.289E−01

151
2.021E−02
1.523E−02
3.054E−02
4.666E−03
2.253E−02
1.532E−02
1.291E−02
7.453E−02
2.128E−01
1.576E−01
5.726E−02

152
2.689E−02
4.933E−02
2.671E−02
5.138E−02
1.932E−02
1.229E−02
1.728E−02
5.966E−02
9.439E−02
3.945E−02
8.584E−02

153
2.689E−02
1.523E−02
1.523E−02
1.398E−02
9.617E−03
1.532E−02
3.019E−02
4.470E−02
2.369E−02
3.945E−02
5.726E−02

154
2.021E−02
2.280E−02
3.811E−03
9.350E−03
9.617E−03
1.843E−02
1.291E−02
4.470E−02
0.000E+00
7.881E−02
0.000E+00

155
2.689E−02
1.523E−02
2.671E−02
2.333E−02
3.535E−02
6.144E−03
3.019E−02
7.453E−02
0.000E+00
1.184E−01
2.858E−02

156
7.471E−01
4.256E−01
1.069E+00
6.251E−01
5.013E−01
8.602E−01
8.139E−01
9.439E−01
1.919E+00
1.380E+00
3.722E−01

157
1.950E−01
1.478E−01
2.636E−01
1.024E−01
1.318E−01
3.651E−01
2.582E−01
2.609E−01
7.343E−01
3.152E−01
1.719E−01

158
4.034E−01
2.164E−01
5.378E−01
4.337E−01
4.372E−01
1.140E+00
8.744E−01
3.651E−01
1.113E+00
1.336E+00
4.862E−01

159
1.345E−01
1.211E−01
1.683E−01
1.915E−01
8.994E−02
2.885E−01
1.941E−01
1.487E−01
4.027E−01
5.913E−01
2.289E−01

160
4.711E−02
3.037E−02
1.906E−02
3.731E−02
2.894E−02
4.301E−02
2.582E−02
5.966E−02
4.737E−02
1.576E−01
5.726E−02

161
2.689E−02
1.897E−02
2.671E−02
2.796E−02
1.932E−02
1.532E−02
1.728E−02
2.983E−02
2.369E−02
1.184E−01
0.000E+00

162
6.732E−03
3.793E−02
3.811E−02
2.333E−02
2.253E−02
9.172E−03
2.582E−02
7.453E−03
0.000E+00
1.184E−01
2.858E−02

163
3.366E−02
2.663E−02
3.811E−03
1.870E−02
2.573E−02
2.458E−02
1.728E−02
2.983E−02
0.000E+00
0.000E+00
2.858E−02

164
2.021E−02
1.897E−02
0.000E+00
3.268E−02.
6.429E−03
9.172E−03
8.620E−03
2.983E−02
2.369E−02
0.000E+00
0.000E+00

165
4.034E−02
4.176E−02
4.194E−02
1.398E−02
2.894E−02
1.843E−02
2.155E−02
3.731E−02
4.737E−02
3.945E−02
2.858E−02

166
8.744E−02
1.523E−02
8.771E−02
6.536E−02
4.817E−02
7.373E−02
6.028E−02
1.122E−01
9.439E−02
3.945E−02
8.584E−02

167
4.167E−01
3.954E−01
6.144E−01
3.037E−01
1.959E−01
6.937E−01
6.981E−01
3.428E−01
4.027E−01
5.913E−01
4.292E−01

168
2.627E−01
1.140E−01
2.137E−01
1.630E−01
1.024E−01
2.796E−01
2.671E−01
1.567E−01
2.843E−01
4.728E−01
2.004E−01

169
8.077E−02
6.456E−02
6.483E−02
4.666E−02
9.350E−02
1.202E−01
1.167E−01
5.218E−02
1.184E−01
1.576E−01
8.584E−02

170
6.732E−02
3.419E−02
1.523E−02
4.203E−02
1.603E−02
2.146E−02
4.310E−02
5.218E−02
0.000E+00
3.945E−02
2.858E−02

171
5.378E−02
4.176E−02
3.054E−02
1.870E−02
6.429E−03
2.146E−02
3.019E−02
4.470E−02
4.737E−02
3.945E−02
5.726E−02

172
1.102E−01
2.256E−01
1.435E−01
1.398E−01
5.445E−02
1.790E−01
9.614E−02
1.337E−02
8.807E−02
1.194E−01
1.064E−01

173
6.205E−01
2.886E+00
2.690E+00
3.950E+00
3.433E−01
6.107E−01
3.666E−01
1.337E−02
2.469E+00
3.801E−01
4.577E+00

174
4.746E−01
4.399E+00
4.776E+00
6.432E+00
6.107E−01
7.892E−01
5.800E−01
9.246E−02
3.445E+00
3.311E−01
6.090E+00

175
3.936E−01
1.527E+00
1.101E+00
1.683E+00
4.549E−01
4.022E−01
2.808E−01
1.078E−01
1.047E+00
2.980E−01
2.003E+00

176
2.590E+00
3.276E+00
3.140E+00
3.387E+00
1.574E+00
1.876E+00
1.696E+00
4.375E−01
3.073E+00
1.243E+00
4.801E+00

177
1.196E+00
1.729E+00
2.419E+00
2.460E+00
1.424E+00
1.823E+00
1.674E+00
2.783E−01
2.075E+00
8.682E−01
2.866E+00

178
1.901E−01
3.433E−01
5.334E−01
4.255E−01
2.219E−01
4.966E−01
3.703E−01
3.691E−02
2.740E−01
2.330E−01
4.181E−01

179
2.869E−02
4.132E−02
6.781E−02
4.623E−02
2.833E−02
3.384E−02
3.262E−02
9.246E−03
3.914E−02
3.262E−02
4.733E−02

180
2.502E−02
3.188E−02
1.422E−02
1.668E−02
9.295E−03
3.801E−03
5.334E−03
2.048E−03
1.631E−02
1.085E−02
4.341E−02

181
2.134E−02
2.244E−02
2.367E−02
1.349E−02
2.256E−02
7.186E−03
1.300E−02
2.048E−03
1.962E−02
0.000E+00
1.582E−02

182
2.685E−02
7.787E−02
9.148E−02
8.351E−02
1.062E−02
1.778E−02
1.839E−02
1.026E−03
8.807E−02
1.085E−02
1.422E−01

183
7.750E−01
1.944E+00
1.596E+00
1.292E+00
9.076E−01
1.350E+00
5.236E−01
2.085E−01
6.426E−01
9.116E−01
1.596E+00

184
7.468E−01
1.692E+00
1.983E+00
1.456E+00
8.062E−01
1.495E+00
9.062E−01
2.228E−01
6.654E−01
1.031E+00
1.340E+00

185
2.575E−01
1.160E+00
1.204E+00
9.062E−01
4.525E−01
6.916E−01
3.409E−01
8.118E−02
4.567E−01
4.611E−01
8.363E−01

186
1.606E+00
2.923E+00
2.834E+00
1.681E+00
2.363E+00
2.655E+00
1.497E+00
3.758E−01
1.054E+00
1.194E+00
1.770E+00

187
4.414E−01
8.832E−01
5.947E−01
4.194E−01
8.155E−01
7.002E−01
3.311E−01
1.017E−01
2.022E−01
5.910E−01
5.322E−01

188
5.285E−02
9.307E−02
4.255E−02
4.047E−02
7.345E−02
7.787E−02
3.740E−02
1.852E−02
2.931E−02
1.085E−01
5.910E−02

189
2.502E−02
1.729E−02
1.888E−02
1.093E−02
1.288E−02
2.833E−02
2.735E−02
3.078E−03
3.262E−03
3.801E−02
2.367E−02

190
2.918E−01
3.102E−01
1.803E−01
1.086E−01
3.421E−01
2.526E−01
1.876E−01
7.701E−02
1.044E−01
1.901E−01
1.223E−01

191
4.754E+00
3.028E+00
4.765E+00
2.352E+00
6.898E+00
7.266E+00
5.709E+00
9.673E−01
1.638E+00
5.291E+00
2.184E+00

192
1.134E+00
9.131E−01
1.447E+00
5.677E−01
1.539E+00
2.452E+00
1.607E+00
2.228E−01
3.295E−01
1.248E+00
4.733E−01

193
1.121E−01
1.224E−01
1.790E−01
7.774E−02
1.435E−01
2.489E−01
1.533E−01
4.206E−02
7.829E−02
1.680E−01
9.859E−02

194
7.689E−02
8.473E−02
5.776E−02
4.623E−02
2.121E−02
1.729E−02
1.484E−02
1.643E−02
4.241E−02
3.262E−02
8.670E−02

195
2.685E−02
3.139E−02
2.256E−02
3.151E−02
8.853E−03
9.724E−03
6.524E−03
7.186E−03
3.262E−03
4.341E−02
4.341E−02

196
2.452E−01
3.863E−01
3.532E−01
1.803E−01
3.544E−01
3.225E−01
3.053E−01
1.398E−01
1.109E−01
4.231E−01
1.337E−01

197
1.987E−01
2.036E−01
2.379E−01
9.638E−02
2.109E−01
2.636E−01
2.146E−01
2.869E−02
3.914E−02
1.139E−01
5.518E−02

198
1.019E−01
8.633E−02
1.003E−01
4.047E−02
9.822E−02
1.324E−01
8.964E−02
2.256E−02
1.631E−02
3.801E−02
2.367E−02

199
1.839E−01
6.646E−02
2.465E−02
1.545E−02
1.901E−02
3.041E−02
1.361E−02
7.186E−03
1.962E−02
2.710E−02
2.759E−02

200
7.039E−02
6.646E−02
2.833E−02
2.502E−02
9.295E−03
1.015E−02
4.157E−03
7.186E−03
1.631E−02
0.000E+00
4.733E−02

201
3.433E−02
4.083E−02
2.207E−02
1.484E−02
2.207E−02
1.950E−02
1.655E−02
1.435E−02
1.300E−02
2.710E−02
5.126E−02

202
9.270E−03
4.709E−03
1.051E−03
6.426E−04
2.207E−03
8.461E−04
1.778E−03
2.048E−03
6.524E−03
1.631E−02
0.000E+00

203
3.703E−03
1.046E−03
1.051E−03
6.426E−04
1.324E−03
8.461E−04
0.000E+00
1.026E−03
0.000E+00
0.000E+00
0.000E+00

204
1.204E−02
3.666E−03
3.679E−03
1.288E−03
1.324E−03
1.692E−03
2.379E−03
1.026E−03
0.000E+00
0.000E+00
0.000E+00

205
9.270E−04
0.000E+00
1.582E−03
6.426E−04
8.853E−04
1.263E−03
0.000E+00
0.000E+00
3.262E−03
0.000E+00
0.000E+00

206
1.570E−02
5.751E−03
4.206E−03
1.288E−03
1.324E−03
2.538E−03
4.746E−03
0.000E+00
0.000E+00
0.000E+00
3.936E−03

207
1.852E−03
0.000E+00
1.051E−03
1.288E−03
0.000E+00
4.231E−04
1.187E−03
0.000E+00
0.000E+00
0.000E+00
0.000E+00

208
3.703E−03
2.097E−03
3.151E−03
3.850E−03
3.544E−03
8.461E−04
5.935E−04
0.000E+00
3.262E−03
0.000E+00
0.000E+00

209
1.852E−03
0.000E+00
0.000E+00
1.288E−03
0.000E+00
1.263E−03
0.000E+00
0.000E+00
0.000E+00
0.000E+00
0.000E+00

210
0.000E+00
1.570E−03
0.000E+00
0.000E+00
4.427E−04
0.000E+00
1.187E−03
0.000E+00
0.000E+00
0.000E+00
0.000E+00

211
0.000E+00
0.000E+00
1.051E−03
0.000E+00
8.853E−04
4.231E−04
0.000E+00
0.000E+00
0.000E+00
0.000E+00
0.000E+00

212
1.852E−03
5.224E−04
5.248E−04
6.426E−04
0.000E+00
4.231E−04
0.000E+00
0.000E+00
0.000E+00
5.432E−03
0.000E+00

213
1.852E−03
5.751E−03
2.624E−03
2.575E−03
4.427E−03
2.955E−03
0.000E+00
0.000E+00
0.000E+00
0.000E+00
0.000E+00

214
1.852E−03
4.181E−03
1.051E−03
6.426E−04
1.766E−03
4.231E−04
1.187E−03
0.000E+00
0.000E+00
1.085E−02
0.000E+00

215
0.000E+00
5.224E−04
1.051E−03
6.426E−04
0.000E+00
8.461E−04
5.935E−04
0.000E+00
0.000E+00
0.000E+00
3.936E−03

216
9.270E−04
2.612E−03
5.248E−04
6.426E−04
4.427E−04
8.461E−04
5.935E−04
1.026E−03
3.262E−03
0.000E+00
0.000E+00

217
1.852E−03
2.612E−03
5.248E−04
1.288E−03
0.000E+00
4.231E−04
1.778E−03
0.000E+00
0.000E+00
0.000E+00
0.000E+00

218
1.198E+00
2.580E+00
1.746E+00
1.544E+00
1.127E+00
1.738E+00
6.585E−01
4.816E−01
1.288E+00
2.024E+00
2.700E+00

219
9.270E−03
2.661E−02
2.048E−02
1.803E−02
1.106E−02
9.307E−03
1.300E−02
4.108E−03
3.262E−03
3.262E−02
3.936E−03

220
1.761E+00
2.131E+00
2.009E+00
2.040E+00
1.613E+00
2.233E+00
1.533E+00
1.722E+00
1.267E+00
9.582E−01
1.432E+00

221
1.030E+02
6.659E+01
6.377E+01
8.020E+01
4.832E+01
5.834E+01
5.626E+01
4.300E+01
9.256E+01
3.645E+01
6.488E+01

222
2.134E+01
5.362E+01
5.345E+01
6.824E+01
3.789E+01
3.488E+01
3.406E+01
2.840E+01
9.111E+01
2.251E+01
6.460E+01

223
1.958E+01
3.219E+01
2.769E+01
4.287E+01
1.766E+01
1.951E+01
1.711E+01
1.983E+01
4.503E+01
1.252E+01
2.977E+01

224
2.647E+01
2.766E+01
2.331E+01
2.686E+01
1.771E+01
1.802E+01
1.914E+01
1.359E+01
3.088E+01
1.201E+01
2.632E+01

225
1.655E+01
1.708E+01
2.174E+01
3.000E+01
1.698E+01
1.964E+01
2.653E+01
1.356E+01
3.015E+01
1.612E+01
2.571E+01

226
6.307E+00
1.914E+01
1.749E+01
1.784E+01
6.248E+00
6.178E+00
1.026E+01
8.423E+00
1.604E+01
5.026E+00
1.015E+01

227
2.454E+00
5.574E+00
5.398E+00
4.985E+00
2.209E+00
2.471E+00
3.351E+00
2.778E+00
3.801E+00
1.800E+00
3.596E+00

228
3.262E−01
3.711E−01
2.255E−01
1.731E−01
2.762E−01
2.053E−01
2.473E−01
4.745E−01
3.620E−01
3.469E−01
3.086E−01

229
3.480E−01
3.779E−01
2.564E−01
1.860E−01
3.081E−01
2.006E−01
2.661E−01
4.745E−01
3.982E−01
4.156E−01
3.894E−01

230
2.444E+01
3.142E+01
3.389E+01
4.121E+01
3.042E+01
1.479E+01
2.339E+01
3.160E+01
3.942E+01
3.093E+01
3.674E+01

231
3.748E+00
4.268E+00
4.732E+00
4.640E+00
4.729E+00
2.579E+00
3.539E+00
5.249E+00
3.222E+00
4.334E+00
4.012E+00

232
1.409E+00
1.511E+00
1.553E+00
1.715E+00
1.820E+00
6.410E−01
1.352E+00
1.585E+00
1.267E+00
1.242E+00
1.453E+00

233
4.164E+00
5.317E+00
4.462E+00
5.367E+00
6.430E+00
4.545E+00
5.937E+00
4.268E+00
4.452E+00
5.153E+00
5.905E+00

234
1.467E+01
1.575E+01
1.733E+01
1.509E+01
1.529E+01
2.197E+01
1.606E+01
2.000E+01
1.057E+01
1.684E+01
1.429E+01

235
1.308E+01
9.236E+00
1.104E+01
8.200E+00
1.009E+01
8.784E+00
8.484E+00
1.156E+01
7.891E+00
9.519E+00
7.213E+00

236
4.736E−01
1.097E+00
9.119E−01
7.007E−01
6.458E−01
2.145E−01
6.066E−01
4.731E−01
3.258E−01
2.062E−01
5.732E−01

237
2.844E+00
5.255E+00
3.937E+00
4.429E+00
7.235E+00
2.362E+00
4.081E+00
4.133E+00
3.366E+00
4.379E+00
4.894E+00

238
6.483E+00
6.101E+00
5.421E+00
6.696E+00
7.061E+00
3.258E+00
4.245E+00
6.987E+00
4.959E+00
4.865E+00
5.176E+00

239
1.325E+00
1.194E+00
1.158E+00
1.157E+00
1.430E+00
6.334E−01
9.630E−01
1.334E+00
1.050E+00
7.315E−01
9.996E−01

240
1.273E+01
1.108E+01
5.339E+00
3.450E+00
9.701E+00
1.039E+01
7.346E+00
8.549E+00
5.068E+00
7.187E+00
7.489E+00

241
2.485E+02
2.140E+02
2.262E+02
2.023E+02
2.552E+02
2.716E+02
2.419E+02
2.643E+02
2.333E+02
3.144E+02
2.487E+02

242
1.848E+02
1.507E+02
1.496E+02
1.404E+02
1.433E+02
1.919E+02
1.442E+02
1.939E+02
1.294E+02
1.753E+02
1.317E+02

243
1.604E+01
1.366E+01
1.330E+01
1.170E+01
1.290E+01
1.746E+01
1.269E+01
1.689E+01
1.057E+01
1.470E+01
1.131E+01

244
1.572E+01
9.512E+00
1.332E+01
1.513E+01
1.242E+01
7.729E+00
1.354E+01
1.066E+01
7.493E+00
1.048E+01
1.454E+01

245
5.480E+00
5.744E+00
5.800E+00
6.320E+00
6.301E+00
3.186E+00
5.067E+00
4.695E+00
3.149E+00
4.781E+00
5.608E+00

246
5.547E+00
6.296E+00
5.303E+00
4.879E+00
8.304E+00
3.926E+00
5.621E+00
5.975E+00
4.452E+00
5.560E+00
5.881E+00

247
4.978E+00
4.394E+00
3.891E+00
3.561E+00
4.956E+00
2.798E+00
3.583E+00
4.112E+00
3.330E+00
3.630E+00
3.630E+00

248
1.159E+02
6.310E+01
8.556E+01
8.203E+01
1.015E+02
1.349E+02
1.470E+02
9.220E+01
7.620E+01
1.324E+02
8.866E+01

249
7.605E+01
7.054E+01
7.097E+01
5.560E+01
6.872E+01
1.159E+02
8.913E+01
7.244E+01
5.687E+01
8.726E+01
6.523E+01

250
1.041E+02
1.274E+02
1.234E+02
9.756E+01
1.459E+02
1.477E+02
1.262E+02
1.288E+02
1.261E+02
1.636E+02
1.388E+02

251
4.378E+01
5.333E+01
4.060E+01
3.503E+01
4.232E+01
4.794E+01
3.991E+01
4.446E+01
3.700E+01
4.403E+01
4.150E+01

252
3.313E+00
3.927E+00
3.058E+00
2.304E+00
2.715E+00
3.009E+00
2.878E+00
2.465E+00
1.738E+00
2.102E+00
2.366E+00

253
6.235E+00
6.325E+00
7.466E+00
5.348E+00
4.336E+00
2.224E+00
4.734E+00
5.038E+00
3.294E+00
3.563E+00
4.204E+00

254
1.470E+01
1.001E+01
1.295E+01
1.454E+01
1.253E+01
6.204E+00
1.098E+01
1.144E+01
7.276E+00
9.357E+00
1.151E+01

255
1.361E+01
7.887E+00
9.848E+00
1.219E+01
1.070E+01
6.055E+00
1.030E+01
7.978E+00
8.326E+00
8.117E+00
9.636E+00

256
5.334E+00
3.042E+00
2.843E+00
2.924E+00
2.963E+00
1.879E+00
2.817E+00
2.696E+00
2.281E+00
2.383E+00
2.778E+00

257
4.499E+00
5.680E+00
3.816E+00
4.972E+00
4.897E+00
2.224E+00
3.353E+00
4.117E+00
3.656E+00
3.567E+00
4.572E+00

258
3.925E+01
4.066E+01
4.361E+01
2.656E+01
3.215E+01
3.835E+01
4.808E+01
3.883E+01
2.241E+01
3.598E+01
2.513E+01

259
6.937E+01
4.492E+01
5.598E+01
4.406E+01
6.115E+01
7.857E+01
9.200E+01
4.620E+01
3.790E+01
6.773E+01
4.736E+01

260
4.460E+01
4.124E+01
4.071E+01
3.483E+01
3.355E+01
5.336E+01
4.803E+01
2.788E+01
2.519E+01
3.520E+01
2.991E+01

261
3.036E+01
3.379E+01
2.930E+01
3.872E+01
2.834E+01
1.684E+01
2.271E+01
2.360E+01
2.519E+01
2.366E+01
2.870E+01

262
1.090E+01
1.237E+01
9.511E+00
1.119E+01
7.790E+00
5.595E+00
7.753E+00
7.540E+00
8.362E+00
7.664E+00
9.846E+00

263
4.955E+00
4.436E+00
5.030E+00
4.291E+00
4.088E+00
1.951E+00
4.009E+00
4.244E+00
2.498E+00
2.842E+00
3.201E+00

264
5.828E+00
3.222E+00
2.987E+00
3.295E+00
3.126E+00
1.528E+00
2.762E+00
3.341E+00
1.810E+00
2.100E+00
2.409E+00

265
4.590E+00
2.174E+00
1.762E+00
2.444E+00
2.195E+00
1.125E+00
1.882E+00
2.386E+00
1.701E+00
1.458E+00
1.795E+00

266
3.014E+00
1.548E+00
7.356E−01
1.028E+00
9.522E−01
4.428E−01
6.932E−01
1.889E+00
1.629E+00
8.225E−01
9.466E−01

267
2.434E+00
1.563E+00
1.036E+00
1.067E+00
1.352E+00
4.872E−01
8.862E−01
3.225E+00
3.873E+00
1.212E+00
1.114E+00

268
2.149E+01
2.999E+01
2.576E+01
1.458E+01
1.671E+01
2.022E+01
2.510E+01
2.404E+01
9.556E+00
1.273E+01
1.027E+01

269
1.698E+01
1.424E+01
1.136E+01
5.848E+00
7.493E+00
1.114E+01
1.125E+01
1.014E+01
4.887E+00
6.445E+00
5.590E+00

270
7.515E+00
4.237E+00
2.805E+00
1.871E+00
2.423E+00
4.854E+00
3.270E+00
3.018E+00
1.738E+00
2.363E+00
2.103E+00

271
7.810E+00
1.347E+01
1.166E+01
1.434E+01
1.127E+01
7.293E+00
1.037E+01
1.213E+01
1.730E+01
1.083E+01
1.516E+01

272
5.786E+01
7.680E+01
8.703E+01
1.001E+02
7.512E+01
3.602E+01
5.909E+01
9.778E+01
1.233E+02
7.727E+01
9.989E+01

273
6.648E+01
8.901E+01
1.007E+02
1.172E+02
8.670E+01
4.126E+01
6.860E+01
8.377E+01
1.113E+02
6.802E+01
1.057E+02

274
1.058E+01
1.267E+01
1.452E+01
1.762E+01
1.330E+01
5.801E+00
1.027E+01
1.240E+01
1.433E+01
1.040E+01
1.417E+01

275
5.424E−01
8.705E−01
3.933E−01
5.118E−01
6.739E−01
3.963E−01
5.262E−01
3.291E−01
3.982E−01
6.199E−01
6.940E−01

276
7.023E+00
7.871E+00
6.347E+00
9.518E+00
8.063E+00
5.466E+00
9.384E+00
6.156E+00
1.017E+01
7.676E+00
1.132E+01

277
1.828E+01
1.762E+01
1.991E+01
2.376E+01
2.015E+01
1.187E+01
2.076E+01
1.682E+01
2.281E+01
1.890E+01
2.280E+01

278
1.841E+01
1.786E+01
2.030E+01
2.471E+01
2.036E+01
1.164E+01
2.115E+01
1.396E+01
2.060E+01
1.885E+01
2.126E+01

279
6.779E+00
5.598E+00
6.992E+00
5.450E+00
5.487E+00
8.558E+00
6.757E+00
7.012E+00
4.090E+00
4.952E+00
4.340E+00

280
4.827E+00
5.435E+00
3.396E+00
4.476E+00
5.263E+00
4.024E+00
4.512E+00
4.716E+00
4.054E+00
4.118E+00
5.313E+00

281
1.124E+02
1.075E+02
1.118E+02
9.743E+01
1.338E+02
1.419E+02
1.221E+02
1.352E+02
1.306E+02
1.232E+02
1.083E+02

282
9.435E+01
9.300E+01
9.577E+01
8.699E+01
1.164E+02
1.235E+02
1.047E+02
1.087E+02
1.058E+02
1.129E+02
1.107E+02

283
5.077E+01
4.349E+01
4.130E+01
3.908E+01
3.911E+01
6.009E+01
4.104E+01
5.443E+01
3.964E+01
3.666E+01
3.565E+01

284
4.333E+00
5.898E+00
4.813E+00
4.931E+00
6.648E+00
3.280E+00
4.764E+00
5.102E+00
5.140E+00
4.230E+00
5.581E+00

285
5.885E+01
7.788E+01
7.084E+01
6.604E+01
8.167E+01
7.713E+01
7.394E+01
7.675E+01
6.947E+01
7.569E+01
7.249E+01

286
4.342E+01
6.253E+01
5.686E+01
5.387E+01
6.352E+01
5.652E+01
5.549E+01
5.121E+01
4.898E+01
4.492E+01
6.256E+01

287
7.961E+00
9.703E+00
7.031E+00
6.314E+00
7.236E+00
8.656E+00
7.358E+00
7.400E+00
6.552E+00
7.046E+00
6.911E+00

288
5.473E+01
6.364E+01
5.757E+01
7.879E+01
5.612E+01
3.710E+01
4.996E+01
5.516E+01
5.003E+01
4.568E+01
5.847E+01

289
4.122E+01
5.194E+01
4.749E+01
6.535E+01
4.677E+01
2.608E+01
3.878E+01
3.975E+01
3.685E+01
3.861E+01
4.031E+01

290
1.771E+01
2.463E+01
2.158E+01
2.629E+01
1.839E+01
1.236E+01
1.782E+01
1.620E+01
1.484E+01
1.338E+01
1.780E+01

291
1.398E+01
1.954E+01
1.777E+01
2.168E+01
1.499E+01
9.848E+00
1.446E+01
1.501E+01
1.879E+01
1.710E+01
2.022E+01

292
2.667E+00
2.505E+00
2.076E+00
2.124E+00
2.003E+00
2.019E+00
2.016E+00
1.720E+00
1.810E+00
1.649E+00
2.174E+00

293
2.570E+00
1.147E+00
6.846E−01
6.861E−01
8.254E−01
7.730E−01
8.052E−01
8.139E−01
1.014E+00
5.323E−01
8.518E−01

294
5.291E+00
2.603E+00
2.515E+00
2.019E+00
3.374E+00
4.033E+00
3.261E+00
2.518E+00
3.041E+00
2.821E+00
2.974E+00

295
5.338E+00
2.549E+00
2.521E+00
1.923E+00
3.440E+00
3.932E+00
3.238E+00
2.624E+00
2.679E+00
2.289E+00
2.959E+00

296
4.041E+00
2.018E+00
1.983E+00
1.579E+00
2.258E+00
3.102E+00
2.312E+00
1.954E+00
2.063E+00
1.776E+00
1.521E+00

297
1.420E−01
3.942E−01
4.516E−01
3.725E−01
1.317E−01
6.779E−02
1.128E−01
3.835E−01
1.014E+00
3.228E−01
5.742E−01

298
3.604E−03
1.013E−02
1.116E−02
1.300E−02
2.917E−03
1.843E−03
4.891E−03
1.615E−02
3.625E−02
1.373E−02
1.598E−02

299
4.655E−02
7.873E−02
9.889E−02
8.323E−02
3.239E−02
3.046E−02
3.990E−02
7.487E−02
1.448E−01
1.253E−01
1.607E−01

300
2.574E−03
4.012E−03
5.492E−03
4.097E−03
1.298E−03
2.295E−03
2.789E−03
1.176E−02
3.625E−02
5.149E−03
6.993E−03

301
2.488E−02
4.934E−02
5.256E−02
5.792E−02
2.188E−02
2.167E−02
2.446E−02
7.787E−02
2.167E−01
6.521E−02
1.008E−01

302
1.798E−03
4.183E−03
1.064E−03
4.569E−03
1.622E−03
7.680E−04
1.049E−03
0.000E+00
0.000E+00
1.716E−03
6.993E−03

303
7.894E−02
1.714E−01
1.993E−01
1.909E−01
7.573E−02
8.495E−02
8.045E−02
1.793E−01
7.602E−01
2.456E−01
2.377E−01

304
2.574E−04
6.993E−04
1.064E−03
1.139E−03
3.239E−04
4.612E−04
3.497E−04
0.000E+00
0.000E+00
0.000E+00
9.975E−04

305
1.300E−01
2.521E−01
2.872E−01
3.832E−01
1.276E−01
7.530E−02
8.817E−02
4.202E−01
6.878E−01
3.829E−01
4.284E−01

306
1.105E−02
1.066E−02
1.665E−02
1.847E−02
1.070E−02
7.830E−03
8.388E−03
2.360E−02
1.085E−01
2.574E−02
1.798E−02

307
3.870E−01
8.595E−01
9.292E−01
1.182E+00
4.685E−01
5.690E−01
5.333E−01
1.462E+00
3.185E+00
1.698E+00
1.235E+00

308
1.131E−02
1.118E−02
1.469E−02
1.847E−02
9.568E−03
1.197E−02
1.049E−02
2.939E−02
1.085E−01
2.403E−02
1.798E−02

309
2.832E−03
2.274E−03
4.248E−03
3.647E−03
1.948E−03
1.227E−03
1.399E−03
5.878E−03
0.000E+00
3.432E−03
0.000E+00

310
1.798E−03
5.234E−04
1.594E−03
1.139E−03
9.739E−04
0.000E+00
1.748E−03
4.398E−03
3.625E−02
8.581E−03
9.975E−03

311
0.000E+00
5.234E−04
7.079E−04
6.843E−04
3.239E−04
4.612E−04
3.497E−04
0.000E+00
0.000E+00
0.000E+00
9.975E−04

312
0.000E+00
0.000E+00
0.000E+00
0.000E+00
0.000E+00
0.000E+00
0.000E+00
0.000E+00
1.085E−01
0.000E+00
0.000E+00

313
5.771E−02
8.688E−02
1.133E−01
1.673E−01
5.728E−02
2.510E−02
5.041E−02
3.820E−01
9.412E−01
1.493E−01
1.757E−01

314
3.604E−03
4.548E−03
5.320E−03
5.020E−03
3.411E−03
1.382E−03
1.225E−03
1.469E−02
7.229E−02
3.432E−03
3.003E−03

315
8.216E−03
9.096E−03
1.718E−02
3.518E−02
1.444E−02
3.540E−03
7.873E−03
5.427E−02
3.625E−02
2.403E−02
3.690E−02

316
2.574E−04
6.993E−04
8.860E−04
9.117E−04
3.239E−04
4.612E−04
0.000E+00
2.939E−03
0.000E+00
3.432E−03
3.003E−03

317
1.002E−02
1.678E−02
1.701E−02
2.553E−02
1.542E−02
4.762E−03
1.137E−02
7.337E−02
7.229E−02
3.432E−02
3.797E−02

318
1.540E−03
1.049E−03
7.079E−04
1.596E−03
8.109E−04
1.534E−04
1.748E−04
8.817E−03
0.000E+00
6.865E−03
9.975E−04

319
1.085E−01
1.173E−01
1.530E−01
2.268E−01
1.137E−01
5.449E−02
9.353E−02
4.980E−01
7.602E−01
3.074E−01
2.536E−01

320
0.000E+00
5.234E−04
3.540E−04
4.569E−04
4.870E−04
0.000E+00
3.497E−04
2.939E−03
0.000E+00
0.000E+00
0.000E+00

321
9.889E−02
1.002E−01
1.349E−01
2.708E−01
9.954E−02
2.789E−02
5.685E−02
5.833E−01
7.602E−01
1.787E−01
2.087E−01

322
3.861E−03
4.012E−03
5.320E−03
7.980E−03
5.835E−03
1.534E−03
3.325E−03
1.763E−02
3.625E−02
1.373E−02
4.998E−03

323
1.367E−01
1.360E−01
1.834E−01
2.863E−01
1.407E−01
5.728E−02
1.118E−01
7.889E−01
1.122E+00
3.194E−01
2.726E−01

324
3.861E−03
3.668E−03
5.856E−03
7.980E−03
4.548E−03
1.534E−03
3.153E−03
1.615E−02
3.625E−02
5.149E−03
7.980E−03

325
6.672E−03
6.993E−03
8.152E−03
1.163E−02
6.007E−03
3.840E−03
5.771E−03
1.028E−02
3.625E−02
1.716E−02
1.199E−02

326
1.540E−03
5.234E−04
7.079E−04
9.117E−04
1.622E−04
1.075E−03
8.752E−04
2.939E−03
0.000E+00
0.000E+00
9.975E−04

327
5.384E−03
1.013E−02
1.135E−02
1.504E−02
3.411E−03
1.843E−03
5.063E−03
8.817E−03
0.000E+00
6.865E−03
5.985E−03

328
2.574E−04
8.731E−04
8.860E−04
2.051E−03
1.622E−04
4.612E−04
5.256E−04
1.469E−03
0.000E+00
0.000E+00
0.000E+00

329
2.019E−01
2.329E−01
2.204E−01
4.869E−01
1.630E−01
8.581E−02
1.369E−01
9.359E−01
1.376E+00
5.735E−01
6.151E−01

330
2.832E−03
2.096E−03
2.660E−03
5.234E−03
2.767E−03
1.075E−03
1.924E−03
1.176E−02
0.000E+00
1.201E−02
4.998E−03

331
8.216E−03
1.660E−02
2.019E−02
3.368E−02
1.249E−02
8.602E−03
1.225E−02
5.878E−02
1.811E−01
2.917E−02
2.098E−02

332
0.000E+00
6.993E−04
5.320E−04
2.274E−04
1.298E−03
9.203E−04
6.993E−04
0.000E+00
0.000E+00
1.716E−03
0.000E+00

333
7.701E−03
1.100E−02
1.630E−02
2.660E−02
8.281E−03
8.452E−03
8.388E−03
4.548E−02
3.625E−02
1.030E−02
1.298E−02

334
2.574E−04
1.746E−04
3.540E−04
0.000E+00
4.870E−04
3.068E−04
8.752E−04
1.469E−03
0.000E+00
1.716E−03
0.000E+00

335
1.412E−02
3.089E−02
3.668E−02
6.050E−02
1.461E−02
9.825E−03
2.167E−02
1.088E−01
1.448E−01
5.835E−02
4.998E−02

336
1.285E−03
1.746E−03
1.240E−03
1.369E−03
2.424E−03
2.617E−03
1.399E−03
8.817E−03
0.000E+00
0.000E+00
1.997E−03

337
4.784E−02
4.805E−02
6.243E−02
1.141E−01
3.239E−02
1.028E−02
2.510E−02
1.954E−01
1.811E−01
9.096E−02
9.096E−02

338
1.285E−03
8.731E−04
1.418E−03
1.369E−03
6.500E−04
3.068E−04
1.748E−04
1.469E−03
0.000E+00
0.000E+00
1.997E−03

339
2.132E−02
2.789E−02
3.111E−02
6.908E−02
1.866E−02
9.675E−03
1.592E−02
8.967E−02
2.167E−01
3.261E−02
4.483E−02

340
1.028E−03
1.572E−03
1.594E−03
2.274E−03
1.298E−03
9.203E−04
1.575E−03
1.469E−03
0.000E+00
6.865E−03
3.003E−03

341
3.347E−03
3.153E−03
3.540E−03
6.157E−03
1.298E−03
1.534E−03
1.225E−03
5.878E−03
0.000E+00
3.432E−03
0.000E+00

342
5.127E−04
1.223E−03
0.000E+00
2.274E−04
9.739E−04
7.680E−04
8.752E−04
0.000E+00
0.000E+00
0.000E+00
1.997E−03

343
3.347E−03
2.960E−03
5.149E−03
4.569E−03
2.109E−03
1.688E−03
2.274E−03
7.337E−03
0.000E+00
3.432E−03
3.990E−03

344
5.127E−04
0.000E+00
0.000E+00
2.274E−04
3.239E−04
0.000E+00
0.000E+00
0.000E+00
0.000E+00
0.000E+00
0.000E+00

APPENDIX E1

Cumulative Performance of

Model versus Number of

Principal Components Selected

(Normal vs Diseased; 340

Lipids)

No.
Sensitivity
Specificity
PPV
NPV
Accuracy
TN
FN
FP
TP

1
100
0
71.73913
NaN
71.73913
0
39
0
99

2
100
0
71.73913
NaN
71.73913
0
39
0
99

3
100
2.564103
72.262774
100
72.463768
1
38
0
99

4
100
12.820513
74.43609
100
75.362319
5
34
0
99

5
96.969697
43.589744
81.355932
85
81.884058
17
22
3
96

6
96.969697
53.846154
84.210526
87.5
84.782609
21
18
3
96

7
95.959596
56.410256
84.821429
84.615385
84.782609
22
17
4
95

8
96.969697
53.846154
84.210526
87.5
84.782609
21
18
3
96

9
96.969697
51.282051
83.478261
86.956522
84.057971
20
19
3
96

10
97.979798
51.282051
83.62069
90.909091
84.782609
20
19
2
97

11
94.949495
61.538462
86.238532
82.758621
85.507246
24
15
5
94

12
95.959596
61.538462
86.363636
85.714286
86.231884
24
15
4
95

13
97.979798
58.974359
85.840708
92
86.956522
23
16
2
97

14
94.949495
58.974359
85.454545
82.142857
84.782609
23
16
5
94

15
94.949495
58.974359
85.454545
82.142857
84.782609
23
16
5
94

16
98.989899
61.538462
86.725664
96
88.405797
24
15
1
98

17
96.969697
66.666667
88.073394
89.655172
88.405797
26
13
3
96

18
97.979798
66.666667
88.181818
92.857143
89.130435
26
13
2
97

19
97.979798
66.666667
88.181818
92.857143
89.130435
26
13
2
97

20
96.969697
71.794872
89.719626
90.322581
89.855072
28
11
3
96

21
96.969697
71.794872
89.719626
90.322581
89.855072
28
11
3
96

22
96.969697
76.923077
91.428571
90.909091
91.304348
30
9
3
96

23
96.969697
76.923077
91.428571
90.909091
91.304348
30
9
3
96

24
98.989899
79.487179
92.45283
96.875
93.478261
31
8
1
98

25
98.989899
79.487179
92.45283
96.875
93.478261
31
8
1
98

26
98.989899
79.487179
92.45283
96.875
93.478261
31
8
1
98

27
98.989899
79.487179
92.45283
96.875
93.478261
31
8
1
98

28
98.989899
79.487179
92.45283
96.875
93.478261
31
8
1
98

29
98.989899
79.487179
92.45283
96.875
93.478261
31
8
1
98

30
98.989899
79.487179
92.45283
96.875
93.478261
31
8
1
98

31
98.989899
79.487179
92.45283
96.875
93.478261
31
8
1
98

32
98.989899
76.923077
91.588785
96.774194
92.753623
30
9
1
98

33
98.989899
74.358974
90.740741
96.666667
92.028986
29
10
1
98

34
98.989899
79.487179
92.45283
96.875
93.478261
31
8
1
98

35
98.989899
79.487179
92.45283
96.875
93.478261
31
8
1
98

36
98.989899
79.487179
92.45283
96.875
93.478261
31
8
1
98

37
98.989899
82.051282
93.333333
96.969697
94.202899
32
7
1
98

38
98.989899
79.487179
92.45283
96.875
93.478261
31
8
1
98

39
98.989899
82.051282
93.333333
96.969697
94.202899
32
7
1
98

40
98.989899
79.487179
92.45283
96.875
93.478261
31
8
1
98

41
98.989899
82.051282
93.333333
96.969697
94.202899
32
7
1
98

42
98.989899
82.051282
93.333333
96.969697
94.202899
32
7
1
98

43
98.989899
87.179487
95.145631
97.142857
95.652174
34
5
1
98

44
98.989899
87.179487
95.145631
97.142857
95.652174
34
5
1
98

45
98.989899
89.74359
96.078431
97.222222
96.376812
35
4
1
98

46
98.989899
89.74359
96.078431
97.222222
96.376812
35
4
1
98

47
98.989899
89.74359
96.078431
97.222222
96.376812
35
4
1
98

48
98.989899
84.615385
94.230769
97.058824
94.927536
33
6
1
98

49
98.989899
84.615385
94.230769
97.058824
94.927536
33
6
1
98

50
98.989899
89.74359
96.078431
97.222222
96.376812
35
4
1
98

51
98.989899
89.74359
96.078431
97.222222
96.376812
35
4
1
98

52
98.989899
89.74359
96.078431
97.222222
96.376812
35
4
1
98

53
98.989899
89.74359
96.078431
97.222222
96.376812
35
4
1
98

54
98.989899
89.74359
96.078431
97.222222
96.376812
35
4
1
98

55
98.989899
89.74359
96.078431
97.222222
96.376812
35
4
1
98

56
98.989899
89.74359
96.078431
97.222222
96.376812
35
4
1
98

57
98.989899
89.74359
96.078431
97.222222
96.376812
35
4
1
98

58
98.989899
89.74359
96.078431
97.222222
96.376812
35
4
1
98

59
98.989899
89.74359
96.078431
97.222222
96.376812
35
4
1
98

60
98.989899
89.74359
96.078431
97.222222
96.376812
35
4
1
98

61
98.989899
89.74359
96.078431
97.222222
96.376812
35
4
1
98

62
98.989899
89.74359
96.078431
97.222222
96.376812
35
4
1
98

63
98.989899
89.74359
96.078431
97.222222
96.376812
35
4
1
98

64
98.989899
89.74359
96.078431
97.222222
96.376812
35
4
1
98

65
98.989899
89.74359
96.078431
97.222222
96.376812
35
4
1
98

66
98.989899
89.74359
96.078431
97.222222
96.376812
35
4
1
98

67
98.989899
89.74359
96.078431
97.222222
96.376812
35
4
1
98

68
98.989899
89.74359
96.078431
97.222222
96.376812
35
4
1
98

69
98.989899
89.74359
96.078431
97.222222
96.376812
35
4
1
98

70
98.989899
89.74359
96.078431
97.222222
96.376812
35
4
1
98

71
98.989899
89.74359
96.078431
97.222222
96.376812
35
4
1
98

72
98.989899
89.74359
96.078431
97.222222
96.376812
35
4
1
98

73
98.989899
89.74359
96.078431
97.222222
96.376812
35
4
1
98

74
98.989899
89.74359
96.078431
97.222222
96.376812
35
4
1
98

75
98.989899
92.307692
97.029703
97.297297
97.101449
36
3
1
98

76
98.989899
92.307692
97.029703
97.297297
97.101449
36
3
1
98

77
98.989899
89.74359
96.078431
97.222222
96.376812
35
4
1
98

78
98.989899
89.74359
96.078431
97.222222
96.376812
35
4
1
98

79
98.989899
89.74359
96.078431
97.222222
96.376812
35
4
1
98

80
98.989899
89.74359
96.078431
97.222222
96.376812
35
4
1
98

81
98.989899
89.74359
96.078431
97.222222
96.376812
35
4
1
98

82
98.989899
89.74359
96.078431
97.222222
96.376812
35
4
1
98

83
98.989899
89.74359
96.078431
97.222222
96.376812
35
4
1
98

84
98.989899
89.74359
96.078431
97.222222
96.376812
35
4
1
98

85
98.989899
92.307692
97.029703
97.297297
97.101449
36
3
1
98

86
98.989899
92.307692
97.029703
97.297297
97.101449
36
3
1
98

87
98.989899
92.307692
97.029703
97.297297
97.101449
36
3
1
98

88
98.989899
92.307692
97.029703
97.297297
97.101449
36
3
1
98

89
98.989899
92.307692
97.029703
97.297297
97.101449
36
3
1
98

90
98.989899
92.307692
97.029703
97.297297
97.101449
36
3
1
98

91
98.989899
92.307692
97.029703
97.297297
97.101449
36
3
1
98

92
98.989899
92.307692
97.029703
97.297297
97.101449
36
3
1
98

93
98.989899
92.307692
97.029703
97.297297
97.101449
36
3
1
98

94
98.989899
92.307692
97.029703
97.297297
97.101449
36
3
1
98

95
98.989899
92.307692
97.029703
97.297297
97.101449
36
3
1
98

96
98.989899
92.307692
97.029703
97.297297
97.101449
36
3
1
98

97
98.989899
92.307692
97.029703
97.297297
97.101449
36
3
1
98

98
98.989899
92.307692
97.029703
97.297297
97.101449
36
3
1
98

99
98.989899
92.307692
97.029703
97.297297
97.101449
36
3
1
98

100
98.989899
92.307692
97.029703
97.297297
97.101449
36
3
1
98

APPENDIX E2

Cumulative Performance of

Model versus Number of

Principal Components Selected

(Benign vs Malignant; 340

Lipids)

No
Sensitivity
Specificity
PPV
NPV
Accuracy
TN
FN
FP
TP

1
79.661017
65
77.04918
68.421053
73.737374
26
14
12
47

2
84.745763
67.5
79.365079
75
77.777778
27
13
9
50

3
84.745763
67.5
79.365079
75
77.777778
27
13
9
50

4
88.135593
70
81.25
80
80.808081
28
12
7
52

5
88.135593
70
81.25
80
80.808081
28
12
7
52

6
86.440678
67.5
79.6875
77.142857
78.787879
27
13
8
51

7
88.135593
67.5
80
79.411765
79.79798
27
13
7
52

8
88.135593
67.5
80
79.411765
79.79798
27
13
7
52

9
88.135593
70
81.25
80
80.808081
28
12
7
52

10
89.830508
72.5
82.8125
82.857143
82.828283
29
11
6
53

11
91.525424
72.5
83.076923
85.294118
83.838384
29
11
5
54

12
94.915254
72.5
83.58209
90.625
85.858586
29
11
3
56

13
96.610169
75
85.074627
93.75
87.878788
30
10
2
57

14
96.610169
72.5
83.823529
93.548387
86.868687
29
11
2
57

15
94.915254
75
84.848485
90.909091
86.868687
30
10
3
56

16
94.915254
75
84.848485
90.909091
86.868687
30
10
3
56

17
94.915254
75
84.848485
90.909091
86.868687
30
10
3
56

18
94.915254
77.5
86.153846
91.176471
87.878788
31
9
3
56

19
94.915254
77.5
86.153846
91.176471
87.878788
31
9
3
56

20
94.915254
77.5
86.153846
91.176471
87.878788
31
9
3
56

21
94.915254
77.5
86.153846
91.176471
87.878788
31
9
3
56

22
94.915254
77.5
86.153846
91.176471
87.878788
31
9
3
56

23
94.915254
75
84.848485
90.909091
86.868687
30
10
3
56

24
94.915254
75
84.848485
90.909091
86.868687
30
10
3
56

25
94.915254
75
84.848485
90.909091
86.868687
30
10
3
56

26
94.915254
75
84.848485
90.909091
86.868687
30
10
3
56

27
94.915254
77.5
86.153846
91.176471
87.878788
31
9
3
56

28
94.915254
75
84.848485
90.909091
86.868687
30
10
3
56

29
94.915254
77.5
86.153846
91.176471
87.878788
31
9
3
56

30
94.915254
77.5
86.153846
91.176471
87.878788
31
9
3
56

31
94.915254
77.5
86.153846
91.176471
87.878788
31
9
3
56

32
94.915254
77.5
86.153846
91.176471
87.878788
31
9
3
56

33
94.915254
77.5
86.153846
91.176471
87.878788
31
9
3
56

34
94.915254
77.5
86.153846
91.176471
87.878788
31
9
3
56

35
94.915254
77.5
86.153846
91.176471
87.878788
31
9
3
56

36
94.915254
80
87.5
91.428571
88.888889
32
8
3
56

37
94.915254
77.5
86.153846
91.176471
87.878788
31
9
3
56

38
94.915254
77.5
86.153846
91.176471
87.878788
31
9
3
56

39
94.915254
80
87.5
91.428571
88.888889
32
8
3
56

40
94.915254
77.5
86.153846
91.176471
87.878788
31
9
3
56

41
94.915254
80
87.5
91.428571
88.888889
32
8
3
56

42
94.915254
80
87.5
91.428571
88.888889
32
8
3
56

43
94.915254
80
87.5
91.428571
88.888889
32
8
3
56

44
94.915254
80
87.5
91.428571
88.888889
32
8
3
56

45
94.915254
80
87.5
91.428571
88.888889
32
8
3
56

46
94.915254
80
87.5
91.428571
88.888889
32
8
3
56

47
94.915254
80
87.5
91.428571
88.888889
32
8
3
56

48
94.915254
80
87.5
91.428571
88.888889
32
8
3
56

49
94.915254
80
87.5
91.428571
88.888889
32
8
3
56

50
94.915254
80
87.5
91.428571
88.888889
32
8
3
56

51
94.915254
80
87.5
91.428571
88.888889
32
8
3
56

52
94.915254
80
87.5
91.428571
88.888889
32
8
3
56

53
94.915254
80
87.5
91.428571
88.888889
32
8
3
56

54
94.915254
80
87.5
91.428571
88.888889
32
8
3
56

55
94.915254
82.5
88.888889
91.666667
89.89899
33
7
3
56

56
94.915254
80
87.5
91.428571
88.888889
32
8
3
56

57
94.915254
82.5
88.888889
91.666667
89.89899
33
7
3
56

58
94.915254
82.5
88.888889
91.666667
89.89899
33
7
3
56

59
94.915254
82.5
88.888889
91.666667
89.89899
33
7
3
56

60
94.915254
82.5
88.888889
91.666667
89.89899
33
7
3
56

61
94.915254
82.5
88.888889
91.666667
89.89899
33
7
3
56

62
94.915254
82.5
88.888889
91.666667
89.89899
33
7
3
56

63
94.915254
82.5
88.888889
91.666667
89.89899
33
7
3
56

64
94.915254
82.5
88.888889
91.666667
89.89899
33
7
3
56

65
94.915254
82.5
88.888889
91.666667
89.89899
33
7
3
56

66
94.915254
82.5
88.888889
91.666667
89.89899
33
7
3
56

67
94.915254
82.5
88.888889
91.666667
89.89899
33
7
3
56

68
94.915254
82.5
88.888889
91.666667
89.89899
33
7
3
56

69
94.915254
82.5
88.888889
91.666667
89.89899
33
7
3
56

70
94.915254
82.5
88.888889
91.666667
89.89899
33
7
3
56

71
94.915254
82.5
88.888889
91.666667
89.89899
33
7
3
56

72
94.915254
82.5
88.888889
91.666667
89.89899
33
7
3
56

73
94.915254
82.5
88.888889
91.666667
89.89899
33
7
3
56

74
94.915254
82.5
88.888889
91.666667
89.89899
33
7
3
56

75
94.915254
82.5
88.888889
91.666667
89.89899
33
7
3
56

76
94.915254
82.5
88.888889
91.666667
89.89899
33
7
3
56

77
94.915254
82.5
88.888889
91.666667
89.89899
33
7
3
56

78
94.915254
82.5
88.888889
91.666667
89.89899
33
7
3
56

79
94.915254
82.5
88.888889
91.666667
89.89899
33
7
3
56

80
94.915254
82.5
88.888889
91.666667
89.89899
33
7
3
56

81
94.915254
82.5
88.888889
91.666667
89.89899
33
7
3
56

82
94.915254
80
87.5
91.428571
88.888889
32
8
3
56

83
94.915254
80
87.5
91.428571
88.888889
32
8
3
56

84
94.915254
80
87.5
91.428571
88.888889
32
8
3
56

85
94.915254
80
87.5
91.428571
88.888889
32
8
3
56

86
94.915254
80
87.5
91.428571
88.888889
32
8
3
56

87
94.915254
82.5
88.888889
91.666667
89.89899
33
7
3
56

88
94.915254
82.5
88.888889
91.666667
89.89899
33
7
3
56

89
94.915254
82.5
88.888889
91.666667
89.89899
33
7
3
56

90
94.915254
82.5
88.888889
91.666667
89.89899
33
7
3
56

91
94.915254
82.5
88.888889
91.666667
89.89899
33
7
3
56

92
94.915254
82.5
88.888889
91.666667
89.89899
33
7
3
56

93
94.915254
82.5
88.888889
91.666667
89.89899
33
7
3
56

94
94.915254
82.5
88.888889
91.666667
89.89899
33
7
3
56

95
94.915254
82.5
88.888889
91.666667
89.89899
33
7
3
56

96
94.915254
82.5
88.888889
91.666667
89.89899
33
7
3
56

97
94.915254
82.5
88.888889
91.666667
89.89899
33
7
3
56

98
94.915254
82.5
88.888889
91.666667
89.89899
33
7
3
56

99
94.915254
82.5
88.888889
91.666667
89.89899
33
7
3
56

100
94.915254
82.5
88.888889
91.666667
89.89899
33
7
3
56

APPENDIX E3

Cumulative Performance of

Model versus Number of

Principal Components Selected

(Early vs Late; 340 Lipids)

No
Sensitivity
Specificity
PPV
NPV
Accuracy
TN
FN
FP
TP

1
100
0
62.711864
NaN
62.711864
0
22
0
37

2
100
0
62.711864
NaN
62.711864
0
22
0
37

3
100
0
62.711864
NaN
62.711864
0
22
0
37

4
86.486486
22.727273
65.306122
50
62.711864
5
17
5
32

5
91.891892
40.909091
72.340426
75
72.881356
9
13
3
34

6
91.891892
27.272727
68
66.666667
67.79661
6
16
3
34

7
86.486486
59.090909
78.04878
72.222222
76.271186
13
9
5
32

8
89.189189
63.636364
80.487805
77.777778
79.661017
14
8
4
33

9
91.891892
68.181818
82.926829
83.333333
83.050847
15
7
3
34

10
100
68.181818
84.090909
100
88.135593
15
7
0
37

11
100
68.181818
84.090909
100
88.135593
15
7
0
37

12
100
63.636364
82.222222
100
86.440678
14
8
0
37

13
100
63.636364
82.222222
100
86.440678
14
8
0
37

14
100
63.636364
82.222222
100
86.440678
14
8
0
37

15
100
63.636364
82.222222
100
86.440678
14
8
0
37

16
100
59.090909
80.434783
100
84.745763
13
9
0
37

17
97.297297
63.636364
81.818182
93.333333
84.745763
14
8
1
36

18
100
59.090909
80.434783
100
84.745763
13
9
0
37

19
100
59.090909
80.434783
100
84.745763
13
9
0
37

20
100
72.727273
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Number	Date	Country
0 531 933	Mar 1993	EP
1 645 877	Apr 2006	EP

Lipid tumour profile

Information

Patent Number

Date Filed

Date Issued

Inventors

Original Assignees

Examiners

Agents

CPC

Field of Search

US

CPC

International Classifications

Term Extension

Abstract

Description

Claims

Priority Claims (1)

PCT Information

US Referenced Citations (1)

Foreign Referenced Citations (2)

Non-Patent Literature Citations (27)

Related Publications (1)