Execution Time6.97s

Test: TMVA-DNN-CNN-MethodDL-CPU (Passed)
Build: v6-18-00-patches-x86_64-fedora27-gcc7-opt (sft-fedora-27-2.cern.ch) on 2019-11-14 00:43:19
Repository revision: 869553a4dd0f00a0fc618d6e9d1fbdd66c820707

Test Timing: Passed
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Test output
Testing Method DL for CPU backend: 
DataSetInfo              : [dataset] : Added class "Signal"
                         : Add Tree sgn of type Signal with 2000 events
DataSetInfo              : [dataset] : Added class "Background"
                         : Add Tree bkg of type Background with 2000 events
Factory                  : Booking method: [NON-XML-CHAR-0x1B][1mDL_CNN_CPU[NON-XML-CHAR-0x1B][0m
                         : 
                         : Parsing option string: 
                         : ... "!H:V:ErrorStrategy=CROSSENTROPY:WeightInitialization=XAVIERUNIFORM:InputLayout=1|8|8:BatchLayout=256|1|64:Layout=CONV|6|3|3|1|1|0|0|TANH,MAXPOOL|2|2|2|2,RESHAPE|FLAT,DENSE|10|TANH,DENSE|2|LINEAR:TrainingStrategy=LearningRate=1e-1,Optimizer=SGD,Momentum=0.9,Repetitions=1,ConvergenceSteps=20,BatchSize=256,TestRepetitions=10,WeightDecay=1e-4,Regularization=L2,MaxEpochs=40DropConfig=0.0+0.5+0.5+0.5|LearningRate=1e-2,Optimizer=SGD,Momentum=0.9,Repetitions=1,ConvergenceSteps=20,BatchSize=256,TestRepetitions=5,WeightDecay=1e-4,Regularization=L2,MaxEpochs=20DropConfig=0.0+0.0+0.0+0.0|LearningRate=1e-3,Optimizer=SGD,Momentum=0.0,Repetitions=1,ConvergenceSteps=20,BatchSize=256,TestRepetitions=5,WeightDecay=1e-4,Regularization=L2,MaxEpochs=20DropConfig=0.0+0.0+0.0+0.0:Architecture=CPU"
                         : The following options are set:
                         : - By User:
                         :     <none>
                         : - Default:
                         :     Boost_num: "0" [Number of times the classifier will be boosted]
                         : Parsing option string: 
                         : ... "!H:V:ErrorStrategy=CROSSENTROPY:WeightInitialization=XAVIERUNIFORM:InputLayout=1|8|8:BatchLayout=256|1|64:Layout=CONV|6|3|3|1|1|0|0|TANH,MAXPOOL|2|2|2|2,RESHAPE|FLAT,DENSE|10|TANH,DENSE|2|LINEAR:TrainingStrategy=LearningRate=1e-1,Optimizer=SGD,Momentum=0.9,Repetitions=1,ConvergenceSteps=20,BatchSize=256,TestRepetitions=10,WeightDecay=1e-4,Regularization=L2,MaxEpochs=40DropConfig=0.0+0.5+0.5+0.5|LearningRate=1e-2,Optimizer=SGD,Momentum=0.9,Repetitions=1,ConvergenceSteps=20,BatchSize=256,TestRepetitions=5,WeightDecay=1e-4,Regularization=L2,MaxEpochs=20DropConfig=0.0+0.0+0.0+0.0|LearningRate=1e-3,Optimizer=SGD,Momentum=0.0,Repetitions=1,ConvergenceSteps=20,BatchSize=256,TestRepetitions=5,WeightDecay=1e-4,Regularization=L2,MaxEpochs=20DropConfig=0.0+0.0+0.0+0.0:Architecture=CPU"
                         : The following options are set:
                         : - By User:
                         :     V: "True" [Verbose output (short form of "VerbosityLevel" below - overrides the latter one)]
                         :     H: "False" [Print method-specific help message]
                         :     InputLayout: "1|8|8" [The Layout of the input]
                         :     BatchLayout: "256|1|64" [The Layout of the batch]
                         :     Layout: "CONV|6|3|3|1|1|0|0|TANH,MAXPOOL|2|2|2|2,RESHAPE|FLAT,DENSE|10|TANH,DENSE|2|LINEAR" [Layout of the network.]
                         :     ErrorStrategy: "CROSSENTROPY" [Loss function: Mean squared error (regression) or cross entropy (binary classification).]
                         :     WeightInitialization: "XAVIERUNIFORM" [Weight initialization strategy]
                         :     Architecture: "CPU" [Which architecture to perform the training on.]
                         :     TrainingStrategy: "LearningRate=1e-1,Optimizer=SGD,Momentum=0.9,Repetitions=1,ConvergenceSteps=20,BatchSize=256,TestRepetitions=10,WeightDecay=1e-4,Regularization=L2,MaxEpochs=40DropConfig=0.0+0.5+0.5+0.5|LearningRate=1e-2,Optimizer=SGD,Momentum=0.9,Repetitions=1,ConvergenceSteps=20,BatchSize=256,TestRepetitions=5,WeightDecay=1e-4,Regularization=L2,MaxEpochs=20DropConfig=0.0+0.0+0.0+0.0|LearningRate=1e-3,Optimizer=SGD,Momentum=0.0,Repetitions=1,ConvergenceSteps=20,BatchSize=256,TestRepetitions=5,WeightDecay=1e-4,Regularization=L2,MaxEpochs=20DropConfig=0.0+0.0+0.0+0.0" [Defines the training strategies.]
                         : - Default:
                         :     VerbosityLevel: "Default" [Verbosity level]
                         :     VarTransform: "None" [List of variable transformations performed before training, e.g., "D_Background,P_Signal,G,N_AllClasses" for: "Decorrelation, PCA-transformation, Gaussianisation, Normalisation, each for the given class of events ('AllClasses' denotes all events of all classes, if no class indication is given, 'All' is assumed)"]
                         :     CreateMVAPdfs: "False" [Create PDFs for classifier outputs (signal and background)]
                         :     IgnoreNegWeightsInTraining: "False" [Events with negative weights are ignored in the training (but are included for testing and performance evaluation)]
                         :     RandomSeed: "0" [Random seed used for weight initialization and batch shuffling]
                         :     ValidationSize: "20%" [Part of the training data to use for validation. Specify as 0.2 or 20% to use a fifth of the data set as validation set. Specify as 100 to use exactly 100 events. (Default: 20%)]
                         : Will use now the CPU architecture !
Factory                  : [NON-XML-CHAR-0x1B][1mTrain all methods[NON-XML-CHAR-0x1B][0m
DataSetFactory           : [dataset] : Number of events in input trees
                         : 
                         : 
                         : Number of training and testing events
                         : ---------------------------------------------------------------------------
                         : Signal     -- training events            : 1000
                         : Signal     -- testing events             : 1000
                         : Signal     -- training and testing events: 2000
                         : Background -- training events            : 1000
                         : Background -- testing events             : 1000
                         : Background -- training and testing events: 2000
                         : 
DataSetInfo              : Correlation matrix (Signal):
                         : ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
                         :             var0    var1    var2    var3    var4    var5    var6    var7    var8    var9   var10   var11   var12   var13   var14   var15   var16   var17   var18   var19   var20   var21   var22   var23   var24   var25   var26   var27   var28   var29   var30   var31   var32   var33   var34   var35   var36   var37   var38   var39   var40   var41   var42   var43   var44   var45   var46   var47   var48   var49   var50   var51   var52   var53   var54   var55   var56   var57   var58   var59   var60   var61   var62   var63
                         :    var0:  +1.000  +0.339  +0.341  +0.287  +0.151  -0.008  -0.102  -0.090  +0.396  +0.367  +0.405  +0.297  +0.113  -0.064  -0.150  -0.161  +0.361  +0.405  +0.354  +0.219  +0.065  -0.096  -0.212  -0.202  +0.369  +0.363  +0.333  +0.210  -0.075  -0.203  -0.281  -0.242  +0.240  +0.270  +0.209  -0.007  -0.218  -0.334  -0.322  -0.308  +0.180  +0.117  +0.076  -0.090  -0.291  -0.348  -0.360  -0.301  +0.095  +0.089  +0.017  -0.140  -0.270  -0.354  -0.334  -0.302  +0.058  +0.006  -0.038  -0.196  -0.277  -0.269  -0.302  -0.242
                         :    var1:  +0.339  +1.000  +0.402  +0.325  +0.208  +0.084  -0.015  -0.065  +0.432  +0.475  +0.457  +0.351  +0.151  -0.019  -0.062  -0.105  +0.400  +0.419  +0.427  +0.297  +0.107  -0.094  -0.168  -0.179  +0.345  +0.375  +0.347  +0.244  -0.049  -0.216  -0.253  -0.245  +0.240  +0.237  +0.196  -0.029  -0.224  -0.363  -0.346  -0.322  +0.149  +0.108  +0.047  -0.110  -0.384  -0.350  -0.397  -0.347  +0.101  +0.041  -0.082  -0.227  -0.394  -0.414  -0.406  -0.283  +0.014  -0.032  -0.086  -0.273  -0.356  -0.354  -0.361  -0.253
                         :    var2:  +0.341  +0.402  +1.000  +0.446  +0.284  +0.192  +0.068  +0.004  +0.432  +0.445  +0.505  +0.425  +0.283  +0.136  +0.021  -0.051  +0.285  +0.409  +0.454  +0.365  +0.211  +0.010  -0.067  -0.116  +0.301  +0.302  +0.280  +0.265  +0.005  -0.126  -0.160  -0.214  +0.178  +0.156  +0.083  -0.048  -0.208  -0.308  -0.307  -0.274  +0.093  +0.012  -0.040  -0.222  -0.375  -0.395  -0.372  -0.320  +0.026  -0.076  -0.167  -0.336  -0.460  -0.423  -0.391  -0.285  -0.057  -0.147  -0.215  -0.347  -0.409  -0.418  -0.397  -0.306
                         :    var3:  +0.287  +0.325  +0.446  +1.000  +0.437  +0.331  +0.232  +0.122  +0.267  +0.316  +0.408  +0.442  +0.384  +0.318  +0.189  +0.140  +0.167  +0.239  +0.308  +0.389  +0.322  +0.161  +0.095  +0.081  +0.123  +0.124  +0.170  +0.185  +0.102  +0.038  -0.038  +0.010  -0.018  -0.039  -0.075  -0.120  -0.189  -0.169  -0.187  -0.108  -0.130  -0.160  -0.205  -0.305  -0.381  -0.273  -0.273  -0.200  -0.150  -0.239  -0.327  -0.420  -0.443  -0.363  -0.304  -0.185  -0.147  -0.296  -0.318  -0.399  -0.419  -0.370  -0.344  -0.219
                         :    var4:  +0.151  +0.208  +0.284  +0.437  +1.000  +0.451  +0.403  +0.255  +0.085  +0.137  +0.306  +0.384  +0.420  +0.419  +0.382  +0.273  -0.013  +0.017  +0.174  +0.271  +0.377  +0.366  +0.308  +0.235  -0.065  -0.081  -0.013  +0.073  +0.155  +0.182  +0.167  +0.154  -0.160  -0.191  -0.190  -0.183  -0.102  -0.034  +0.026  +0.040  -0.258  -0.281  -0.338  -0.396  -0.287  -0.156  -0.117  -0.069  -0.245  -0.337  -0.386  -0.444  -0.413  -0.277  -0.183  -0.122  -0.247  -0.352  -0.415  -0.412  -0.407  -0.287  -0.238  -0.168
                         :    var5:  -0.008  +0.084  +0.192  +0.331  +0.451  +1.000  +0.450  +0.365  -0.066  -0.016  +0.127  +0.308  +0.494  +0.504  +0.504  +0.373  -0.168  -0.127  +0.023  +0.184  +0.395  +0.465  +0.435  +0.364  -0.235  -0.227  -0.128  +0.003  +0.215  +0.307  +0.323  +0.345  -0.309  -0.329  -0.350  -0.213  -0.055  +0.098  +0.203  +0.173  -0.370  -0.426  -0.426  -0.365  -0.227  -0.044  +0.026  +0.074  -0.320  -0.435  -0.442  -0.431  -0.313  -0.145  -0.053  +0.032  -0.316  -0.369  -0.409  -0.404  -0.319  -0.223  -0.150  -0.035
                         :    var6:  -0.102  -0.015  +0.068  +0.232  +0.403  +0.450  +1.000  +0.350  -0.187  -0.141  +0.005  +0.181  +0.408  +0.455  +0.460  +0.394  -0.219  -0.225  -0.122  +0.116  +0.316  +0.451  +0.493  +0.446  -0.325  -0.317  -0.271  -0.074  +0.207  +0.373  +0.415  +0.358  -0.383  -0.384  -0.372  -0.213  +0.020  +0.227  +0.307  +0.303  -0.406  -0.436  -0.439  -0.374  -0.134  +0.073  +0.147  +0.188  -0.330  -0.389  -0.421  -0.329  -0.242  -0.046  +0.083  +0.105  -0.324  -0.339  -0.411  -0.314  -0.194  -0.085  -0.045  +0.067
                         :    var7:  -0.090  -0.065  +0.004  +0.122  +0.255  +0.365  +0.350  +1.000  -0.185  -0.155  -0.083  +0.099  +0.295  +0.377  +0.416  +0.336  -0.255  -0.199  -0.151  +0.046  +0.274  +0.355  +0.396  +0.363  -0.273  -0.262  -0.221  -0.093  +0.141  +0.314  +0.355  +0.343  -0.269  -0.313  -0.303  -0.237  -0.001  +0.195  +0.258  +0.259  -0.297  -0.342  -0.328  -0.238  -0.091  +0.060  +0.172  +0.185  -0.258  -0.307  -0.344  -0.275  -0.112  +0.021  +0.108  +0.127  -0.213  -0.277  -0.289  -0.237  -0.144  -0.025  +0.001  +0.017
                         :    var8:  +0.396  +0.432  +0.432  +0.267  +0.085  -0.066  -0.187  -0.185  +1.000  +0.500  +0.465  +0.280  +0.053  -0.150  -0.236  -0.207  +0.462  +0.478  +0.464  +0.285  +0.012  -0.206  -0.302  -0.307  +0.463  +0.460  +0.399  +0.205  -0.165  -0.363  -0.387  -0.373  +0.376  +0.363  +0.291  +0.081  -0.260  -0.453  -0.438  -0.391  +0.288  +0.227  +0.192  -0.039  -0.265  -0.413  -0.440  -0.367  +0.210  +0.154  +0.065  -0.109  -0.294  -0.400  -0.385  -0.354  +0.154  +0.067  +0.027  -0.148  -0.258  -0.340  -0.353  -0.288
                         :    var9:  +0.367  +0.475  +0.445  +0.316  +0.137  -0.016  -0.141  -0.155  +0.500  +1.000  +0.498  +0.361  +0.125  -0.105  -0.184  -0.222  +0.468  +0.539  +0.484  +0.341  +0.060  -0.171  -0.303  -0.313  +0.466  +0.482  +0.403  +0.226  -0.095  -0.347  -0.410  -0.391  +0.378  +0.375  +0.309  +0.071  -0.244  -0.482  -0.471  -0.414  +0.241  +0.204  +0.187  -0.037  -0.282  -0.458  -0.510  -0.432  +0.177  +0.164  +0.021  -0.157  -0.383  -0.436  -0.447  -0.374  +0.096  +0.014  -0.028  -0.203  -0.305  -0.389  -0.426  -0.345
                         :   var10:  +0.405  +0.457  +0.505  +0.408  +0.306  +0.127  +0.005  -0.083  +0.465  +0.498  +1.000  +0.437  +0.221  +0.087  -0.041  -0.091  +0.406  +0.437  +0.507  +0.381  +0.156  -0.045  -0.125  -0.157  +0.372  +0.382  +0.365  +0.273  -0.055  -0.252  -0.294  -0.267  +0.240  +0.235  +0.161  -0.007  -0.233  -0.389  -0.392  -0.331  +0.125  +0.066  +0.023  -0.157  -0.381  -0.431  -0.444  -0.391  +0.059  +0.009  -0.123  -0.307  -0.442  -0.481  -0.448  -0.407  -0.013  -0.080  -0.134  -0.330  -0.390  -0.439  -0.466  -0.350
                         :   var11:  +0.297  +0.351  +0.425  +0.442  +0.384  +0.308  +0.181  +0.099  +0.280  +0.361  +0.437  +1.000  +0.358  +0.256  +0.137  +0.080  +0.200  +0.280  +0.356  +0.373  +0.274  +0.147  +0.074  -0.013  +0.143  +0.143  +0.217  +0.194  +0.079  -0.021  -0.094  -0.075  +0.059  +0.045  +0.025  -0.071  -0.189  -0.221  -0.219  -0.213  -0.040  -0.103  -0.181  -0.232  -0.327  -0.326  -0.312  -0.245  -0.094  -0.167  -0.212  -0.381  -0.417  -0.403  -0.358  -0.305  -0.140  -0.214  -0.260  -0.370  -0.441  -0.382  -0.345  -0.275
                         :   var12:  +0.113  +0.151  +0.283  +0.384  +0.420  +0.494  +0.408  +0.295  +0.053  +0.125  +0.221  +0.358  +1.000  +0.463  +0.403  +0.335  -0.055  +0.009  +0.099  +0.289  +0.396  +0.389  +0.376  +0.257  -0.098  -0.115  -0.071  +0.043  +0.193  +0.207  +0.180  +0.203  -0.197  -0.241  -0.249  -0.159  -0.081  +0.041  +0.104  +0.079  -0.274  -0.356  -0.346  -0.374  -0.283  -0.111  -0.075  -0.047  -0.285  -0.335  -0.451  -0.460  -0.392  -0.265  -0.171  -0.087  -0.275  -0.366  -0.422  -0.455  -0.373  -0.265  -0.202  -0.123
                         :   var13:  -0.064  -0.019  +0.136  +0.318  +0.419  +0.504  +0.455  +0.377  -0.150  -0.105  +0.087  +0.256  +0.463  +1.000  +0.531  +0.419  -0.237  -0.204  -0.073  +0.179  +0.405  +0.458  +0.493  +0.434  -0.264  -0.332  -0.222  -0.054  +0.260  +0.381  +0.368  +0.380  -0.380  -0.408  -0.410  -0.254  -0.034  +0.203  +0.273  +0.273  -0.399  -0.467  -0.463  -0.389  -0.173  +0.021  +0.108  +0.143  -0.411  -0.490  -0.463  -0.413  -0.286  -0.099  +0.035  +0.099  -0.361  -0.435  -0.477  -0.409  -0.285  -0.109  -0.062  +0.015
                         :   var14:  -0.150  -0.062  +0.021  +0.189  +0.382  +0.504  +0.460  +0.416  -0.236  -0.184  -0.041  +0.137  +0.403  +0.531  +1.000  +0.439  -0.321  -0.309  -0.164  +0.096  +0.333  +0.456  +0.540  +0.489  -0.371  -0.376  -0.307  -0.104  +0.242  +0.435  +0.460  +0.415  -0.405  -0.470  -0.427  -0.282  +0.048  +0.264  +0.357  +0.348  -0.414  -0.488  -0.478  -0.335  -0.074  +0.099  +0.218  +0.249  -0.402  -0.440  -0.445  -0.375  -0.172  +0.038  +0.127  +0.148  -0.337  -0.396  -0.405  -0.335  -0.202  -0.041  +0.025  +0.065
                         :   var15:  -0.161  -0.105  -0.051  +0.140  +0.273  +0.373  +0.394  +0.336  -0.207  -0.222  -0.091  +0.080  +0.335  +0.419  +0.439  +1.000  -0.267  -0.304  -0.194  +0.007  +0.286  +0.409  +0.433  +0.404  -0.296  -0.370  -0.301  -0.160  +0.137  +0.415  +0.427  +0.415  -0.376  -0.375  -0.370  -0.230  +0.046  +0.298  +0.347  +0.351  -0.389  -0.417  -0.410  -0.307  -0.051  +0.152  +0.223  +0.268  -0.338  -0.392  -0.369  -0.269  -0.116  +0.062  +0.170  +0.185  -0.285  -0.322  -0.350  -0.259  -0.099  +0.011  +0.052  +0.127
                         :   var16:  +0.361  +0.400  +0.285  +0.167  -0.013  -0.168  -0.219  -0.255  +0.462  +0.468  +0.406  +0.200  -0.055  -0.237  -0.321  -0.267  +1.000  +0.507  +0.423  +0.230  -0.070  -0.288  -0.381  -0.368  +0.480  +0.512  +0.441  +0.242  -0.168  -0.423  -0.446  -0.422  +0.442  +0.426  +0.361  +0.109  -0.232  -0.442  -0.467  -0.444  +0.379  +0.338  +0.248  +0.025  -0.274  -0.427  -0.440  -0.441  +0.304  +0.258  +0.155  -0.021  -0.240  -0.373  -0.398  -0.346  +0.188  +0.194  +0.140  -0.053  -0.186  -0.327  -0.354  -0.264
                         :   var17:  +0.405  +0.419  +0.409  +0.239  +0.017  -0.127  -0.225  -0.199  +0.478  +0.539  +0.437  +0.280  +0.009  -0.204  -0.309  -0.304  +0.507  +1.000  +0.507  +0.268  -0.032  -0.286  -0.372  -0.393  +0.496  +0.540  +0.459  +0.263  -0.166  -0.423  -0.458  -0.428  +0.434  +0.446  +0.356  +0.111  -0.280  -0.487  -0.517  -0.459  +0.364  +0.327  +0.253  +0.004  -0.303  -0.457  -0.491  -0.441  +0.256  +0.276  +0.150  -0.058  -0.333  -0.434  -0.478  -0.419  +0.213  +0.158  +0.079  -0.089  -0.259  -0.370  -0.391  -0.304
                         :   var18:  +0.354  +0.427  +0.454  +0.308  +0.174  +0.023  -0.122  -0.151  +0.464  +0.484  +0.507  +0.356  +0.099  -0.073  -0.164  -0.194  +0.423  +0.507  +1.000  +0.320  +0.067  -0.193  -0.301  -0.303  +0.410  +0.450  +0.421  +0.271  -0.094  -0.338  -0.371  -0.367  +0.335  +0.340  +0.286  +0.097  -0.240  -0.429  -0.499  -0.461  +0.258  +0.244  +0.125  -0.057  -0.330  -0.442  -0.481  -0.413  +0.162  +0.134  +0.026  -0.152  -0.355  -0.434  -0.501  -0.356  +0.119  +0.044  -0.001  -0.181  -0.301  -0.389  -0.412  -0.363
                         :   var19:  +0.219  +0.297  +0.365  +0.389  +0.271  +0.184  +0.116  +0.046  +0.285  +0.341  +0.381  +0.373  +0.289  +0.179  +0.096  +0.007  +0.230  +0.268  +0.320  +1.000  +0.230  +0.049  -0.018  -0.073  +0.190  +0.197  +0.215  +0.154  +0.079  -0.080  -0.112  -0.132  +0.120  +0.093  +0.039  -0.047  -0.161  -0.223  -0.225  -0.215  +0.010  -0.062  -0.096  -0.173  -0.280  -0.304  -0.289  -0.278  -0.059  -0.108  -0.186  -0.280  -0.382  -0.353  -0.335  -0.290  -0.061  -0.171  -0.193  -0.315  -0.342  -0.356  -0.349  -0.261
                         :   var20:  +0.065  +0.107  +0.211  +0.322  +0.377  +0.395  +0.316  +0.274  +0.012  +0.060  +0.156  +0.274  +0.396  +0.405  +0.333  +0.286  -0.070  -0.032  +0.067  +0.230  +1.000  +0.333  +0.329  +0.246  -0.131  -0.149  -0.071  +0.037  +0.240  +0.228  +0.214  +0.207  -0.211  -0.281  -0.235  -0.158  -0.053  +0.068  +0.127  +0.123  -0.275  -0.362  -0.368  -0.307  -0.177  -0.088  -0.019  +0.038  -0.333  -0.371  -0.403  -0.393  -0.292  -0.138  -0.064  -0.012  -0.246  -0.379  -0.374  -0.387  -0.316  -0.159  -0.160  -0.096
                         :   var21:  -0.096  -0.094  +0.010  +0.161  +0.366  +0.465  +0.451  +0.355  -0.206  -0.171  -0.045  +0.147  +0.389  +0.458  +0.456  +0.409  -0.288  -0.286  -0.193  +0.049  +0.333  +1.000  +0.502  +0.424  -0.375  -0.372  -0.301  -0.067  +0.250  +0.416  +0.480  +0.432  -0.415  -0.470  -0.418  -0.187  +0.039  +0.291  +0.361  +0.366  -0.474  -0.500  -0.448  -0.331  -0.061  +0.118  +0.202  +0.253  -0.427  -0.484  -0.451  -0.355  -0.177  +0.027  +0.168  +0.158  -0.383  -0.446  -0.434  -0.318  -0.194  -0.055  +0.039  +0.117
                         :   var22:  -0.212  -0.168  -0.067  +0.095  +0.308  +0.435  +0.493  +0.396  -0.302  -0.303  -0.125  +0.074  +0.376  +0.493  +0.540  +0.433  -0.381  -0.372  -0.301  -0.018  +0.329  +0.502  +1.000  +0.509  -0.447  -0.459  -0.390  -0.144  +0.260  +0.483  +0.539  +0.501  -0.454  -0.519  -0.432  -0.283  +0.057  +0.353  +0.446  +0.446  -0.450  -0.534  -0.485  -0.380  -0.049  +0.220  +0.339  +0.356  -0.437  -0.492  -0.449  -0.361  -0.105  +0.118  +0.243  +0.248  -0.370  -0.382  -0.423  -0.310  -0.134  +0.054  +0.095  +0.188
                         :   var23:  -0.202  -0.179  -0.116  +0.081  +0.235  +0.364  +0.446  +0.363  -0.307  -0.313  -0.157  -0.013  +0.257  +0.434  +0.489  +0.404  -0.368  -0.393  -0.303  -0.073  +0.246  +0.424  +0.509  +1.000  -0.436  -0.471  -0.397  -0.199  +0.192  +0.454  +0.493  +0.479  -0.427  -0.490  -0.442  -0.289  +0.106  +0.351  +0.456  +0.437  -0.406  -0.484  -0.427  -0.302  +0.046  +0.284  +0.340  +0.373  -0.366  -0.426  -0.379  -0.268  -0.051  +0.126  +0.314  +0.270  -0.344  -0.359  -0.350  -0.220  -0.071  +0.123  +0.179  +0.244
                         :   var24:  +0.369  +0.345  +0.301  +0.123  -0.065  -0.235  -0.325  -0.273  +0.463  +0.466  +0.372  +0.143  -0.098  -0.264  -0.371  -0.296  +0.480  +0.496  +0.410  +0.190  -0.131  -0.375  -0.447  -0.436  +1.000  +0.522  +0.437  +0.191  -0.215  -0.441  -0.494  -0.459  +0.502  +0.505  +0.400  +0.121  -0.216  -0.504  -0.528  -0.484  +0.440  +0.433  +0.376  +0.107  -0.222  -0.424  -0.453  -0.442  +0.346  +0.390  +0.264  +0.060  -0.197  -0.368  -0.448  -0.373  +0.291  +0.274  +0.213  +0.002  -0.154  -0.285  -0.341  -0.277
                         :   var25:  +0.363  +0.375  +0.302  +0.124  -0.081  -0.227  -0.317  -0.262  +0.460  +0.482  +0.382  +0.143  -0.115  -0.332  -0.376  -0.370  +0.512  +0.540  +0.450  +0.197  -0.149  -0.372  -0.459  -0.471  +0.522  +1.000  +0.497  +0.237  -0.248  -0.500  -0.548  -0.481  +0.486  +0.522  +0.431  +0.157  -0.251  -0.473  -0.544  -0.497  +0.451  +0.456  +0.368  +0.128  -0.189  -0.444  -0.482  -0.467  +0.338  +0.374  +0.286  +0.066  -0.214  -0.388  -0.456  -0.424  +0.310  +0.281  +0.195  +0.025  -0.176  -0.325  -0.373  -0.319
                         :   var26:  +0.333  +0.347  +0.280  +0.170  -0.013  -0.128  -0.271  -0.221  +0.399  +0.403  +0.365  +0.217  -0.071  -0.222  -0.307  -0.301  +0.441  +0.459  +0.421  +0.215  -0.071  -0.301  -0.390  -0.397  +0.437  +0.497  +1.000  +0.245  -0.175  -0.421  -0.487  -0.462  +0.414  +0.456  +0.363  +0.153  -0.156  -0.439  -0.499  -0.481  +0.364  +0.334  +0.280  +0.111  -0.239  -0.422  -0.452  -0.461  +0.304  +0.299  +0.216  +0.031  -0.217  -0.382  -0.451  -0.400  +0.211  +0.190  +0.174  -0.012  -0.203  -0.335  -0.365  -0.312
                         :   var27:  +0.210  +0.244  +0.265  +0.185  +0.073  +0.003  -0.074  -0.093  +0.205  +0.226  +0.273  +0.194  +0.043  -0.054  -0.104  -0.160  +0.242  +0.263  +0.271  +0.154  +0.037  -0.067  -0.144  -0.199  +0.191  +0.237  +0.245  +1.000  -0.044  -0.167  -0.202  -0.194  +0.151  +0.182  +0.149  +0.057  -0.037  -0.254  -0.276  -0.235  +0.139  +0.117  +0.059  -0.017  -0.174  -0.230  -0.253  -0.250  +0.074  +0.108  -0.025  -0.057  -0.210  -0.249  -0.311  -0.257  +0.027  +0.018  +0.004  -0.091  -0.187  -0.242  -0.238  -0.164
                         :   var28:  -0.075  -0.049  +0.005  +0.102  +0.155  +0.215  +0.207  +0.141  -0.165  -0.095  -0.055  +0.079  +0.193  +0.260  +0.242  +0.137  -0.168  -0.166  -0.094  +0.079  +0.240  +0.250  +0.260  +0.192  -0.215  -0.248  -0.175  -0.044  +1.000  +0.237  +0.209  +0.178  -0.233  -0.310  -0.244  -0.062  +0.051  +0.198  +0.172  +0.204  -0.285  -0.290  -0.283  -0.187  -0.026  +0.110  +0.107  +0.118  -0.231  -0.276  -0.286  -0.209  -0.127  +0.038  +0.086  +0.108  -0.214  -0.256  -0.249  -0.164  -0.097  -0.028  +0.055  +0.040
                         :   var29:  -0.203  -0.216  -0.126  +0.038  +0.182  +0.307  +0.373  +0.314  -0.363  -0.347  -0.252  -0.021  +0.207  +0.381  +0.435  +0.415  -0.423  -0.423  -0.338  -0.080  +0.228  +0.416  +0.483  +0.454  -0.441  -0.500  -0.421  -0.167  +0.237  +1.000  +0.520  +0.476  -0.466  -0.534  -0.448  -0.244  +0.141  +0.389  +0.464  +0.466  -0.451  -0.495  -0.455  -0.232  +0.074  +0.306  +0.394  +0.396  -0.400  -0.413  -0.370  -0.229  +0.024  +0.232  +0.339  +0.323  -0.325  -0.359  -0.366  -0.195  +0.004  +0.181  +0.212  +0.246
                         :   var30:  -0.281  -0.253  -0.160  -0.038  +0.167  +0.323  +0.415  +0.355  -0.387  -0.410  -0.294  -0.094  +0.180  +0.368  +0.460  +0.427  -0.446  -0.458  -0.371  -0.112  +0.214  +0.480  +0.539  +0.493  -0.494  -0.548  -0.487  -0.202  +0.209  +0.520  +1.000  +0.525  -0.476  -0.541  -0.471  -0.244  +0.137  +0.452  +0.551  +0.532  -0.472  -0.519  -0.453  -0.293  +0.086  +0.325  +0.444  +0.489  -0.409  -0.481  -0.385  -0.245  +0.020  +0.272  +0.406  +0.384  -0.369  -0.374  -0.349  -0.169  +0.020  +0.225  +0.287  +0.285
                         :   var31:  -0.242  -0.245  -0.214  +0.010  +0.154  +0.345  +0.358  +0.343  -0.373  -0.391  -0.267  -0.075  +0.203  +0.380  +0.415  +0.415  -0.422  -0.428  -0.367  -0.132  +0.207  +0.432  +0.501  +0.479  -0.459  -0.481  -0.462  -0.194  +0.178  +0.476  +0.525  +1.000  -0.490  -0.523  -0.439  -0.245  +0.156  +0.395  +0.513  +0.501  -0.437  -0.511  -0.426  -0.240  +0.042  +0.335  +0.427  +0.431  -0.382  -0.421  -0.382  -0.249  +0.025  +0.269  +0.348  +0.327  -0.303  -0.331  -0.333  -0.172  +0.012  +0.195  +0.211  +0.264
                         :   var32:  +0.240  +0.240  +0.178  -0.018  -0.160  -0.309  -0.383  -0.269  +0.376  +0.378  +0.240  +0.059  -0.197  -0.380  -0.405  -0.376  +0.442  +0.434  +0.335  +0.120  -0.211  -0.415  -0.454  -0.427  +0.502  +0.486  +0.414  +0.151  -0.233  -0.466  -0.476  -0.490  +1.000  +0.530  +0.450  +0.160  -0.196  -0.441  -0.512  -0.452  +0.529  +0.492  +0.443  +0.179  -0.119  -0.344  -0.421  -0.406  +0.402  +0.421  +0.342  +0.163  -0.074  -0.291  -0.403  -0.369  +0.333  +0.328  +0.283  +0.121  -0.064  -0.228  -0.276  -0.277
                         :   var33:  +0.270  +0.237  +0.156  -0.039  -0.191  -0.329  -0.384  -0.313  +0.363  +0.375  +0.235  +0.045  -0.241  -0.408  -0.470  -0.375  +0.426  +0.446  +0.340  +0.093  -0.281  -0.470  -0.519  -0.490  +0.505  +0.522  +0.456  +0.182  -0.310  -0.534  -0.541  -0.523  +0.530  +1.000  +0.508  +0.278  -0.203  -0.456  -0.523  -0.504  +0.514  +0.548  +0.474  +0.248  -0.159  -0.374  -0.455  -0.442  +0.468  +0.486  +0.441  +0.239  -0.072  -0.283  -0.410  -0.389  +0.390  +0.400  +0.336  +0.160  -0.022  -0.213  -0.272  -0.259
                         :   var34:  +0.209  +0.196  +0.083  -0.075  -0.190  -0.350  -0.372  -0.303  +0.291  +0.309  +0.161  +0.025  -0.249  -0.410  -0.427  -0.370  +0.361  +0.356  +0.286  +0.039  -0.235  -0.418  -0.432  -0.442  +0.400  +0.431  +0.363  +0.149  -0.244  -0.448  -0.471  -0.439  +0.450  +0.508  +1.000  +0.198  -0.146  -0.371  -0.457  -0.455  +0.454  +0.480  +0.406  +0.237  -0.080  -0.325  -0.363  -0.398  +0.428  +0.480  +0.380  +0.253  -0.028  -0.221  -0.319  -0.319  +0.334  +0.382  +0.377  +0.166  +0.037  -0.163  -0.213  -0.213
                         :   var35:  -0.007  -0.029  -0.048  -0.120  -0.183  -0.213  -0.213  -0.237  +0.081  +0.071  -0.007  -0.071  -0.159  -0.254  -0.282  -0.230  +0.109  +0.111  +0.097  -0.047  -0.158  -0.187  -0.283  -0.289  +0.121  +0.157  +0.153  +0.057  -0.062  -0.244  -0.244  -0.245  +0.160  +0.278  +0.198  +1.000  -0.035  -0.177  -0.210  -0.222  +0.213  +0.261  +0.251  +0.206  +0.074  -0.078  -0.117  -0.200  +0.192  +0.253  +0.240  +0.195  +0.075  +0.003  -0.087  -0.138  +0.177  +0.185  +0.244  +0.182  +0.103  +0.015  -0.007  -0.128
                         :   var36:  -0.218  -0.224  -0.208  -0.189  -0.102  -0.055  +0.020  -0.001  -0.260  -0.244  -0.233  -0.189  -0.081  -0.034  +0.048  +0.046  -0.232  -0.280  -0.240  -0.161  -0.053  +0.039  +0.057  +0.106  -0.216  -0.251  -0.156  -0.037  +0.051  +0.141  +0.137  +0.156  -0.196  -0.203  -0.146  -0.035  +1.000  +0.230  +0.201  +0.168  -0.137  -0.141  -0.046  +0.091  +0.166  +0.256  +0.254  +0.186  -0.121  -0.065  -0.038  +0.133  +0.245  +0.239  +0.226  +0.161  -0.056  -0.025  +0.004  +0.111  +0.210  +0.227  +0.196  +0.158
                         :   var37:  -0.334  -0.363  -0.308  -0.169  -0.034  +0.098  +0.227  +0.195  -0.453  -0.482  -0.389  -0.221  +0.041  +0.203  +0.264  +0.298  -0.442  -0.487  -0.429  -0.223  +0.068  +0.291  +0.353  +0.351  -0.504  -0.473  -0.439  -0.254  +0.198  +0.389  +0.452  +0.395  -0.441  -0.456  -0.371  -0.177  +0.230  +1.000  +0.509  +0.426  -0.368  -0.368  -0.293  -0.124  +0.262  +0.379  +0.461  +0.448  -0.328  -0.300  -0.252  -0.007  +0.199  +0.368  +0.443  +0.389  -0.246  -0.248  -0.168  +0.011  +0.176  +0.333  +0.368  +0.263
                         :   var38:  -0.322  -0.346  -0.307  -0.187  +0.026  +0.203  +0.307  +0.258  -0.438  -0.471  -0.392  -0.219  +0.104  +0.273  +0.357  +0.347  -0.467  -0.517  -0.499  -0.225  +0.127  +0.361  +0.446  +0.456  -0.528  -0.544  -0.499  -0.276  +0.172  +0.464  +0.551  +0.513  -0.512  -0.523  -0.457  -0.210  +0.201  +0.509  +1.000  +0.537  -0.476  -0.472  -0.391  -0.149  +0.212  +0.441  +0.529  +0.539  -0.375  -0.403  -0.320  -0.100  +0.220  +0.368  +0.485  +0.434  -0.319  -0.302  -0.281  -0.066  +0.124  +0.310  +0.408  +0.346
                         :   var39:  -0.308  -0.322  -0.274  -0.108  +0.040  +0.173  +0.303  +0.259  -0.391  -0.414  -0.331  -0.213  +0.079  +0.273  +0.348  +0.351  -0.444  -0.459  -0.461  -0.215  +0.123  +0.366  +0.446  +0.437  -0.484  -0.497  -0.481  -0.235  +0.204  +0.466  +0.532  +0.501  -0.452  -0.504  -0.455  -0.222  +0.168  +0.426  +0.537  +1.000  -0.428  -0.447  -0.390  -0.179  +0.194  +0.400  +0.499  +0.509  -0.345  -0.399  -0.294  -0.129  +0.143  +0.380  +0.447  +0.410  -0.335  -0.342  -0.271  -0.044  +0.111  +0.301  +0.331  +0.347
                         :   var40:  +0.180  +0.149  +0.093  -0.130  -0.258  -0.370  -0.406  -0.297  +0.288  +0.241  +0.125  -0.040  -0.274  -0.399  -0.414  -0.389  +0.379  +0.364  +0.258  +0.010  -0.275  -0.474  -0.450  -0.406  +0.440  +0.451  +0.364  +0.139  -0.285  -0.451  -0.472  -0.437  +0.529  +0.514  +0.454  +0.213  -0.137  -0.368  -0.476  -0.428  +1.000  +0.563  +0.476  +0.264  -0.082  -0.298  -0.375  -0.375  +0.466  +0.507  +0.417  +0.258  -0.028  -0.206  -0.311  -0.306  +0.391  +0.460  +0.383  +0.218  +0.022  -0.175  -0.212  -0.209
                         :   var41:  +0.117  +0.108  +0.012  -0.160  -0.281  -0.426  -0.436  -0.342  +0.227  +0.204  +0.066  -0.103  -0.356  -0.467  -0.488  -0.417  +0.338  +0.327  +0.244  -0.062  -0.362  -0.500  -0.534  -0.484  +0.433  +0.456  +0.334  +0.117  -0.290  -0.495  -0.519  -0.511  +0.492  +0.548  +0.480  +0.261  -0.141  -0.368  -0.472  -0.447  +0.563  +1.000  +0.524  +0.326  +0.009  -0.266  -0.361  -0.353  +0.506  +0.544  +0.522  +0.370  +0.107  -0.183  -0.312  -0.290  +0.447  +0.461  +0.477  +0.296  +0.082  -0.114  -0.137  -0.182
                         :   var42:  +0.076  +0.047  -0.040  -0.205  -0.338  -0.426  -0.439  -0.328  +0.192  +0.187  +0.023  -0.181  -0.346  -0.463  -0.478  -0.410  +0.248  +0.253  +0.125  -0.096  -0.368  -0.448  -0.485  -0.427  +0.376  +0.368  +0.280  +0.059  -0.283  -0.455  -0.453  -0.426  +0.443  +0.474  +0.406  +0.251  -0.046  -0.293  -0.391  -0.390  +0.476  +0.524  +1.000  +0.339  +0.075  -0.187  -0.283  -0.328  +0.450  +0.529  +0.480  +0.392  +0.144  -0.118  -0.244  -0.251  +0.401  +0.456  +0.457  +0.359  +0.184  -0.022  -0.119  -0.147
                         :   var43:  -0.090  -0.110  -0.222  -0.305  -0.396  -0.365  -0.374  -0.238  -0.039  -0.037  -0.157  -0.232  -0.374  -0.389  -0.335  -0.307  +0.025  +0.004  -0.057  -0.173  -0.307  -0.331  -0.380  -0.302  +0.107  +0.128  +0.111  -0.017  -0.187  -0.232  -0.293  -0.240  +0.179  +0.248  +0.237  +0.206  +0.091  -0.124  -0.149  -0.179  +0.264  +0.326  +0.339  +1.000  +0.187  +0.087  -0.050  -0.104  +0.225  +0.331  +0.386  +0.391  +0.307  +0.147  -0.008  -0.046  +0.262  +0.333  +0.392  +0.378  +0.279  +0.136  +0.112  +0.009
                         :   var44:  -0.291  -0.384  -0.375  -0.381  -0.287  -0.227  -0.134  -0.091  -0.265  -0.282  -0.381  -0.327  -0.283  -0.173  -0.074  -0.051  -0.274  -0.303  -0.330  -0.280  -0.177  -0.061  -0.049  +0.046  -0.222  -0.189  -0.239  -0.174  -0.026  +0.074  +0.086  +0.042  -0.119  -0.159  -0.080  +0.074  +0.166  +0.262  +0.212  +0.194  -0.082  +0.009  +0.075  +0.187  +1.000  +0.296  +0.301  +0.243  -0.029  +0.019  +0.154  +0.298  +0.388  +0.359  +0.349  +0.232  +0.005  +0.081  +0.129  +0.293  +0.339  +0.363  +0.390  +0.234
                         :   var45:  -0.348  -0.350  -0.395  -0.273  -0.156  -0.044  +0.073  +0.060  -0.413  -0.458  -0.431  -0.326  -0.111  +0.021  +0.099  +0.152  -0.427  -0.457  -0.442  -0.304  -0.088  +0.118  +0.220  +0.284  -0.424  -0.444  -0.422  -0.230  +0.110  +0.306  +0.325  +0.335  -0.344  -0.374  -0.325  -0.078  +0.256  +0.379  +0.441  +0.400  -0.298  -0.266  -0.187  +0.087  +0.296  +1.000  +0.497  +0.411  -0.209  -0.206  -0.069  +0.108  +0.366  +0.426  +0.489  +0.425  -0.166  -0.112  -0.041  +0.176  +0.319  +0.381  +0.428  +0.371
                         :   var46:  -0.360  -0.397  -0.372  -0.273  -0.117  +0.026  +0.147  +0.172  -0.440  -0.510  -0.444  -0.312  -0.075  +0.108  +0.218  +0.223  -0.440  -0.491  -0.481  -0.289  -0.019  +0.202  +0.339  +0.340  -0.453  -0.482  -0.452  -0.253  +0.107  +0.394  +0.444  +0.427  -0.421  -0.455  -0.363  -0.117  +0.254  +0.461  +0.529  +0.499  -0.375  -0.361  -0.283  -0.050  +0.301  +0.497  +1.000  +0.471  -0.285  -0.264  -0.164  +0.017  +0.326  +0.467  +0.531  +0.458  -0.233  -0.192  -0.142  +0.100  +0.277  +0.420  +0.474  +0.375
                         :   var47:  -0.301  -0.347  -0.320  -0.200  -0.069  +0.074  +0.188  +0.185  -0.367  -0.432  -0.391  -0.245  -0.047  +0.143  +0.249  +0.268  -0.441  -0.441  -0.413  -0.278  +0.038  +0.253  +0.356  +0.373  -0.442  -0.467  -0.461  -0.250  +0.118  +0.396  +0.489  +0.431  -0.406  -0.442  -0.398  -0.200  +0.186  +0.448  +0.539  +0.509  -0.375  -0.353  -0.328  -0.104  +0.243  +0.411  +0.471  +1.000  -0.314  -0.332  -0.227  -0.040  +0.256  +0.415  +0.492  +0.434  -0.233  -0.246  -0.165  +0.009  +0.194  +0.364  +0.425  +0.359
                         :   var48:  +0.095  +0.101  +0.026  -0.150  -0.245  -0.320  -0.330  -0.258  +0.210  +0.177  +0.059  -0.094  -0.285  -0.411  -0.402  -0.338  +0.304  +0.256  +0.162  -0.059  -0.333  -0.427  -0.437  -0.366  +0.346  +0.338  +0.304  +0.074  -0.231  -0.400  -0.409  -0.382  +0.402  +0.468  +0.428  +0.192  -0.121  -0.328  -0.375  -0.345  +0.466  +0.506  +0.450  +0.225  -0.029  -0.209  -0.285  -0.314  +1.000  +0.482  +0.447  +0.307  +0.065  -0.157  -0.254  -0.270  +0.379  +0.424  +0.386  +0.245  +0.097  -0.073  -0.154  -0.138
                         :   var49:  +0.089  +0.041  -0.076  -0.239  -0.337  -0.435  -0.389  -0.307  +0.154  +0.164  +0.009  -0.167  -0.335  -0.490  -0.440  -0.392  +0.258  +0.276  +0.134  -0.108  -0.371  -0.484  -0.492  -0.426  +0.390  +0.374  +0.299  +0.108  -0.276  -0.413  -0.481  -0.421  +0.421  +0.486  +0.480  +0.253  -0.065  -0.300  -0.403  -0.399  +0.507  +0.544  +0.529  +0.331  +0.019  -0.206  -0.264  -0.332  +0.482  +1.000  +0.500  +0.396  +0.099  -0.112  -0.210  -0.230  +0.418  +0.492  +0.449  +0.334  +0.173  -0.033  -0.135  -0.117
                         :   var50:  +0.017  -0.082  -0.167  -0.327  -0.386  -0.442  -0.421  -0.344  +0.065  +0.021  -0.123  -0.212  -0.451  -0.463  -0.445  -0.369  +0.155  +0.150  +0.026  -0.186  -0.403  -0.451  -0.449  -0.379  +0.264  +0.286  +0.216  -0.025  -0.286  -0.370  -0.385  -0.382  +0.342  +0.441  +0.380  +0.240  -0.038  -0.252  -0.320  -0.294  +0.417  +0.522  +0.480  +0.386  +0.154  -0.069  -0.164  -0.227  +0.447  +0.500  +1.000  +0.469  +0.261  +0.033  -0.113  -0.139  +0.398  +0.505  +0.503  +0.447  +0.303  +0.098  +0.025  -0.041
                         :   var51:  -0.140  -0.227  -0.336  -0.420  -0.444  -0.431  -0.329  -0.275  -0.109  -0.157  -0.307  -0.381  -0.460  -0.413  -0.375  -0.269  -0.021  -0.058  -0.152  -0.280  -0.393  -0.355  -0.361  -0.268  +0.060  +0.066  +0.031  -0.057  -0.209  -0.229  -0.245  -0.249  +0.163  +0.239  +0.253  +0.195  +0.133  -0.007  -0.100  -0.129  +0.258  +0.370  +0.392  +0.391  +0.298  +0.108  +0.017  -0.040  +0.307  +0.396  +0.469  +1.000  +0.416  +0.225  +0.103  +0.034  +0.288  +0.382  +0.464  +0.471  +0.419  +0.245  +0.187  +0.088
                         :   var52:  -0.270  -0.394  -0.460  -0.443  -0.413  -0.313  -0.242  -0.112  -0.294  -0.383  -0.442  -0.417  -0.392  -0.286  -0.172  -0.116  -0.240  -0.333  -0.355  -0.382  -0.292  -0.177  -0.105  -0.051  -0.197  -0.214  -0.217  -0.210  -0.127  +0.024  +0.020  +0.025  -0.074  -0.072  -0.028  +0.075  +0.245  +0.199  +0.220  +0.143  -0.028  +0.107  +0.144  +0.307  +0.388  +0.366  +0.326  +0.256  +0.065  +0.099  +0.261  +0.416  +1.000  +0.472  +0.381  +0.284  +0.108  +0.214  +0.284  +0.408  +0.454  +0.408  +0.411  +0.262
                         :   var53:  -0.354  -0.414  -0.423  -0.363  -0.277  -0.145  -0.046  +0.021  -0.400  -0.436  -0.481  -0.403  -0.265  -0.099  +0.038  +0.062  -0.373  -0.434  -0.434  -0.353  -0.138  +0.027  +0.118  +0.126  -0.368  -0.388  -0.382  -0.249  +0.038  +0.232  +0.272  +0.269  -0.291  -0.283  -0.221  +0.003  +0.239  +0.368  +0.368  +0.380  -0.206  -0.183  -0.118  +0.147  +0.359  +0.426  +0.467  +0.415  -0.157  -0.112  +0.033  +0.225  +0.472  +1.000  +0.490  +0.395  -0.088  +0.002  +0.070  +0.273  +0.414  +0.461  +0.465  +0.341
                         :   var54:  -0.334  -0.406  -0.391  -0.304  -0.183  -0.053  +0.083  +0.108  -0.385  -0.447  -0.448  -0.358  -0.171  +0.035  +0.127  +0.170  -0.398  -0.478  -0.501  -0.335  -0.064  +0.168  +0.243  +0.314  -0.448  -0.456  -0.451  -0.311  +0.086  +0.339  +0.406  +0.348  -0.403  -0.410  -0.319  -0.087  +0.226  +0.443  +0.485  +0.447  -0.311  -0.312  -0.244  -0.008  +0.349  +0.489  +0.531  +0.492  -0.254  -0.210  -0.113  +0.103  +0.381  +0.490  +1.000  +0.478  -0.218  -0.132  -0.096  +0.149  +0.344  +0.458  +0.489  +0.384
                         :   var55:  -0.302  -0.283  -0.285  -0.185  -0.122  +0.032  +0.105  +0.127  -0.354  -0.374  -0.407  -0.305  -0.087  +0.099  +0.148  +0.185  -0.346  -0.419  -0.356  -0.290  -0.012  +0.158  +0.248  +0.270  -0.373  -0.424  -0.400  -0.257  +0.108  +0.323  +0.384  +0.327  -0.369  -0.389  -0.319  -0.138  +0.161  +0.389  +0.434  +0.410  -0.306  -0.290  -0.251  -0.046  +0.232  +0.425  +0.458  +0.434  -0.270  -0.230  -0.139  +0.034  +0.284  +0.395  +0.478  +1.000  -0.173  -0.148  -0.102  +0.074  +0.221  +0.356  +0.392  +0.347
                         :   var56:  +0.058  +0.014  -0.057  -0.147  -0.247  -0.316  -0.324  -0.213  +0.154  +0.096  -0.013  -0.140  -0.275  -0.361  -0.337  -0.285  +0.188  +0.213  +0.119  -0.061  -0.246  -0.383  -0.370  -0.344  +0.291  +0.310  +0.211  +0.027  -0.214  -0.325  -0.369  -0.303  +0.333  +0.390  +0.334  +0.177  -0.056  -0.246  -0.319  -0.335  +0.391  +0.447  +0.401  +0.262  +0.005  -0.166  -0.233  -0.233  +0.379  +0.418  +0.398  +0.288  +0.108  -0.088  -0.218  -0.173  +1.000  +0.402  +0.389  +0.277  +0.152  -0.014  -0.074  -0.109
                         :   var57:  +0.006  -0.032  -0.147  -0.296  -0.352  -0.369  -0.339  -0.277  +0.067  +0.014  -0.080  -0.214  -0.366  -0.435  -0.396  -0.322  +0.194  +0.158  +0.044  -0.171  -0.379  -0.446  -0.382  -0.359  +0.274  +0.281  +0.190  +0.018  -0.256  -0.359  -0.374  -0.331  +0.328  +0.400  +0.382  +0.185  -0.025  -0.248  -0.302  -0.342  +0.460  +0.461  +0.456  +0.333  +0.081  -0.112  -0.192  -0.246  +0.424  +0.492  +0.505  +0.382  +0.214  +0.002  -0.132  -0.148  +0.402  +1.000  +0.474  +0.371  +0.211  +0.045  -0.017  -0.093
                         :   var58:  -0.038  -0.086  -0.215  -0.318  -0.415  -0.409  -0.411  -0.289  +0.027  -0.028  -0.134  -0.260  -0.422  -0.477  -0.405  -0.350  +0.140  +0.079  -0.001  -0.193  -0.374  -0.434  -0.423  -0.350  +0.213  +0.195  +0.174  +0.004  -0.249  -0.366  -0.349  -0.333  +0.283  +0.336  +0.377  +0.244  +0.004  -0.168  -0.281  -0.271  +0.383  +0.477  +0.457  +0.392  +0.129  -0.041  -0.142  -0.165  +0.386  +0.449  +0.503  +0.464  +0.284  +0.070  -0.096  -0.102  +0.389  +0.474  +1.000  +0.448  +0.287  +0.141  +0.041  -0.073
                         :   var59:  -0.196  -0.273  -0.347  -0.399  -0.412  -0.404  -0.314  -0.237  -0.148  -0.203  -0.330  -0.370  -0.455  -0.409  -0.335  -0.259  -0.053  -0.089  -0.181  -0.315  -0.387  -0.318  -0.310  -0.220  +0.002  +0.025  -0.012  -0.091  -0.164  -0.195  -0.169  -0.172  +0.121  +0.160  +0.166  +0.182  +0.111  +0.011  -0.066  -0.044  +0.218  +0.296  +0.359  +0.378  +0.293  +0.176  +0.100  +0.009  +0.245  +0.334  +0.447  +0.471  +0.408  +0.273  +0.149  +0.074  +0.277  +0.371  +0.448  +1.000  +0.406  +0.282  +0.208  +0.122
                         :   var60:  -0.277  -0.356  -0.409  -0.419  -0.407  -0.319  -0.194  -0.144  -0.258  -0.305  -0.390  -0.441  -0.373  -0.285  -0.202  -0.099  -0.186  -0.259  -0.301  -0.342  -0.316  -0.194  -0.134  -0.071  -0.154  -0.176  -0.203  -0.187  -0.097  +0.004  +0.020  +0.012  -0.064  -0.022  +0.037  +0.103  +0.210  +0.176  +0.124  +0.111  +0.022  +0.082  +0.184  +0.279  +0.339  +0.319  +0.277  +0.194  +0.097  +0.173  +0.303  +0.419  +0.454  +0.414  +0.344  +0.221  +0.152  +0.211  +0.287  +0.406  +1.000  +0.421  +0.363  +0.239
                         :   var61:  -0.269  -0.354  -0.418  -0.370  -0.287  -0.223  -0.085  -0.025  -0.340  -0.389  -0.439  -0.382  -0.265  -0.109  -0.041  +0.011  -0.327  -0.370  -0.389  -0.356  -0.159  -0.055  +0.054  +0.123  -0.285  -0.325  -0.335  -0.242  -0.028  +0.181  +0.225  +0.195  -0.228  -0.213  -0.163  +0.015  +0.227  +0.333  +0.310  +0.301  -0.175  -0.114  -0.022  +0.136  +0.363  +0.381  +0.420  +0.364  -0.073  -0.033  +0.098  +0.245  +0.408  +0.461  +0.458  +0.356  -0.014  +0.045  +0.141  +0.282  +0.421  +1.000  +0.454  +0.304
                         :   var62:  -0.302  -0.361  -0.397  -0.344  -0.238  -0.150  -0.045  +0.001  -0.353  -0.426  -0.466  -0.345  -0.202  -0.062  +0.025  +0.052  -0.354  -0.391  -0.412  -0.349  -0.160  +0.039  +0.095  +0.179  -0.341  -0.373  -0.365  -0.238  +0.055  +0.212  +0.287  +0.211  -0.276  -0.272  -0.213  -0.007  +0.196  +0.368  +0.408  +0.331  -0.212  -0.137  -0.119  +0.112  +0.390  +0.428  +0.474  +0.425  -0.154  -0.135  +0.025  +0.187  +0.411  +0.465  +0.489  +0.392  -0.074  -0.017  +0.041  +0.208  +0.363  +0.454  +1.000  +0.336
                         :   var63:  -0.242  -0.253  -0.306  -0.219  -0.168  -0.035  +0.067  +0.017  -0.288  -0.345  -0.350  -0.275  -0.123  +0.015  +0.065  +0.127  -0.264  -0.304  -0.363  -0.261  -0.096  +0.117  +0.188  +0.244  -0.277  -0.319  -0.312  -0.164  +0.040  +0.246  +0.285  +0.264  -0.277  -0.259  -0.213  -0.128  +0.158  +0.263  +0.346  +0.347  -0.209  -0.182  -0.147  +0.009  +0.234  +0.371  +0.375  +0.359  -0.138  -0.117  -0.041  +0.088  +0.262  +0.341  +0.384  +0.347  -0.109  -0.093  -0.073  +0.122  +0.239  +0.304  +0.336  +1.000
                         : ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
DataSetInfo              : Correlation matrix (Background):
                         : ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
                         :             var0    var1    var2    var3    var4    var5    var6    var7    var8    var9   var10   var11   var12   var13   var14   var15   var16   var17   var18   var19   var20   var21   var22   var23   var24   var25   var26   var27   var28   var29   var30   var31   var32   var33   var34   var35   var36   var37   var38   var39   var40   var41   var42   var43   var44   var45   var46   var47   var48   var49   var50   var51   var52   var53   var54   var55   var56   var57   var58   var59   var60   var61   var62   var63
                         :    var0:  +1.000  +0.357  +0.353  +0.293  +0.208  +0.074  +0.055  -0.037  +0.395  +0.387  +0.398  +0.316  +0.201  +0.073  +0.013  -0.015  +0.353  +0.373  +0.388  +0.297  +0.138  +0.011  -0.087  -0.123  +0.264  +0.354  +0.282  +0.155  -0.027  -0.165  -0.207  -0.236  +0.211  +0.154  +0.103  -0.033  -0.157  -0.289  -0.278  -0.252  +0.075  +0.050  -0.017  -0.130  -0.296  -0.360  -0.304  -0.294  +0.049  -0.065  -0.130  -0.239  -0.299  -0.321  -0.333  -0.283  -0.094  -0.105  -0.123  -0.251  -0.259  -0.315  -0.310  -0.253
                         :    var1:  +0.357  +1.000  +0.434  +0.380  +0.307  +0.162  +0.061  +0.024  +0.410  +0.489  +0.469  +0.410  +0.275  +0.121  +0.065  -0.013  +0.424  +0.409  +0.451  +0.385  +0.195  +0.027  -0.081  -0.155  +0.310  +0.388  +0.319  +0.213  -0.012  -0.134  -0.216  -0.245  +0.182  +0.179  +0.125  -0.037  -0.254  -0.323  -0.333  -0.301  +0.081  -0.000  -0.015  -0.235  -0.335  -0.434  -0.418  -0.406  +0.025  -0.092  -0.130  -0.324  -0.422  -0.468  -0.432  -0.348  -0.083  -0.124  -0.212  -0.312  -0.364  -0.384  -0.386  -0.301
                         :    var2:  +0.353  +0.434  +1.000  +0.483  +0.424  +0.317  +0.261  +0.146  +0.407  +0.441  +0.520  +0.457  +0.402  +0.289  +0.191  +0.138  +0.342  +0.420  +0.407  +0.414  +0.291  +0.194  +0.090  -0.046  +0.238  +0.273  +0.277  +0.223  +0.051  -0.019  -0.118  -0.128  +0.124  +0.094  +0.045  -0.120  -0.260  -0.281  -0.267  -0.234  -0.013  -0.122  -0.157  -0.324  -0.397  -0.450  -0.363  -0.341  -0.110  -0.235  -0.292  -0.413  -0.433  -0.473  -0.437  -0.348  -0.129  -0.226  -0.306  -0.410  -0.466  -0.471  -0.396  -0.367
                         :    var3:  +0.293  +0.380  +0.483  +1.000  +0.505  +0.414  +0.332  +0.228  +0.286  +0.394  +0.445  +0.447  +0.491  +0.366  +0.329  +0.253  +0.221  +0.282  +0.369  +0.433  +0.374  +0.276  +0.209  +0.134  +0.098  +0.195  +0.190  +0.182  +0.178  +0.065  +0.022  +0.006  -0.059  -0.058  -0.102  -0.179  -0.219  -0.166  -0.131  -0.126  -0.152  -0.218  -0.278  -0.376  -0.441  -0.421  -0.317  -0.276  -0.189  -0.323  -0.362  -0.457  -0.489  -0.442  -0.417  -0.283  -0.255  -0.303  -0.382  -0.463  -0.455  -0.454  -0.344  -0.280
                         :    var4:  +0.208  +0.307  +0.424  +0.505  +1.000  +0.471  +0.421  +0.276  +0.228  +0.295  +0.369  +0.446  +0.539  +0.482  +0.416  +0.353  +0.129  +0.198  +0.248  +0.365  +0.454  +0.374  +0.350  +0.239  -0.026  +0.054  +0.074  +0.152  +0.187  +0.170  +0.186  +0.118  -0.119  -0.180  -0.202  -0.167  -0.207  -0.102  -0.039  -0.023  -0.236  -0.327  -0.362  -0.443  -0.437  -0.365  -0.206  -0.175  -0.294  -0.382  -0.474  -0.492  -0.470  -0.418  -0.349  -0.212  -0.318  -0.394  -0.433  -0.460  -0.472  -0.412  -0.340  -0.304
                         :    var5:  +0.074  +0.162  +0.317  +0.414  +0.471  +1.000  +0.463  +0.391  +0.069  +0.176  +0.234  +0.369  +0.490  +0.504  +0.480  +0.431  +0.023  +0.027  +0.140  +0.299  +0.431  +0.426  +0.386  +0.310  -0.106  -0.079  -0.033  +0.126  +0.254  +0.242  +0.257  +0.230  -0.216  -0.256  -0.241  -0.219  -0.113  -0.011  +0.064  +0.098  -0.288  -0.372  -0.398  -0.404  -0.346  -0.235  -0.121  -0.089  -0.323  -0.401  -0.446  -0.465  -0.384  -0.318  -0.240  -0.136  -0.308  -0.395  -0.423  -0.454  -0.434  -0.354  -0.264  -0.188
                         :    var6:  +0.055  +0.061  +0.261  +0.332  +0.421  +0.463  +1.000  +0.379  -0.021  +0.061  +0.167  +0.284  +0.426  +0.507  +0.493  +0.414  -0.111  -0.041  +0.020  +0.245  +0.373  +0.430  +0.405  +0.377  -0.227  -0.180  -0.098  +0.070  +0.253  +0.301  +0.287  +0.287  -0.265  -0.294  -0.304  -0.246  -0.115  +0.110  +0.141  +0.177  -0.331  -0.407  -0.390  -0.346  -0.291  -0.128  -0.009  +0.036  -0.354  -0.387  -0.438  -0.398  -0.323  -0.269  -0.133  -0.020  -0.272  -0.358  -0.406  -0.369  -0.319  -0.249  -0.180  -0.123
                         :    var7:  -0.037  +0.024  +0.146  +0.228  +0.276  +0.391  +0.379  +1.000  -0.063  -0.006  +0.054  +0.185  +0.320  +0.376  +0.375  +0.377  -0.105  -0.099  -0.023  +0.165  +0.286  +0.378  +0.392  +0.337  -0.222  -0.195  -0.135  -0.023  +0.181  +0.260  +0.286  +0.296  -0.268  -0.274  -0.260  -0.163  -0.053  +0.139  +0.196  +0.171  -0.221  -0.377  -0.327  -0.366  -0.188  -0.064  +0.046  +0.050  -0.271  -0.318  -0.310  -0.320  -0.222  -0.143  -0.063  -0.003  -0.241  -0.249  -0.267  -0.294  -0.216  -0.178  -0.125  -0.057
                         :    var8:  +0.395  +0.410  +0.407  +0.286  +0.228  +0.069  -0.021  -0.063  +1.000  +0.471  +0.483  +0.312  +0.153  +0.012  -0.069  -0.097  +0.481  +0.483  +0.473  +0.339  +0.130  -0.057  -0.173  -0.232  +0.389  +0.411  +0.351  +0.216  -0.098  -0.221  -0.319  -0.310  +0.320  +0.277  +0.188  -0.011  -0.229  -0.363  -0.362  -0.387  +0.175  +0.144  +0.054  -0.131  -0.292  -0.430  -0.442  -0.366  +0.119  -0.006  -0.070  -0.201  -0.293  -0.393  -0.395  -0.376  -0.015  -0.046  -0.103  -0.230  -0.309  -0.360  -0.325  -0.290
                         :    var9:  +0.387  +0.489  +0.441  +0.394  +0.295  +0.176  +0.061  -0.006  +0.471  +1.000  +0.507  +0.420  +0.245  +0.105  +0.008  -0.015  +0.474  +0.520  +0.489  +0.395  +0.168  -0.018  -0.092  -0.227  +0.376  +0.434  +0.369  +0.215  +0.027  -0.185  -0.273  -0.267  +0.256  +0.230  +0.169  -0.015  -0.271  -0.353  -0.390  -0.374  +0.128  +0.076  -0.017  -0.231  -0.416  -0.486  -0.462  -0.402  +0.030  -0.083  -0.155  -0.310  -0.418  -0.484  -0.418  -0.382  -0.099  -0.144  -0.229  -0.355  -0.374  -0.450  -0.429  -0.345
                         :   var10:  +0.398  +0.469  +0.520  +0.445  +0.369  +0.234  +0.167  +0.054  +0.483  +0.507  +1.000  +0.479  +0.342  +0.232  +0.122  +0.070  +0.435  +0.475  +0.534  +0.441  +0.244  +0.102  -0.007  -0.116  +0.327  +0.400  +0.331  +0.256  +0.030  -0.139  -0.205  -0.224  +0.225  +0.167  +0.111  -0.053  -0.271  -0.376  -0.323  -0.330  +0.068  -0.005  -0.095  -0.286  -0.422  -0.506  -0.439  -0.396  -0.051  -0.163  -0.210  -0.358  -0.471  -0.525  -0.477  -0.417  -0.112  -0.194  -0.286  -0.381  -0.466  -0.476  -0.455  -0.402
                         :   var11:  +0.316  +0.410  +0.457  +0.447  +0.446  +0.369  +0.284  +0.185  +0.312  +0.420  +0.479  +1.000  +0.472  +0.391  +0.291  +0.229  +0.303  +0.354  +0.389  +0.450  +0.350  +0.264  +0.160  +0.023  +0.171  +0.236  +0.227  +0.257  +0.103  +0.026  -0.007  -0.069  +0.038  -0.022  -0.063  -0.134  -0.259  -0.249  -0.210  -0.155  -0.080  -0.190  -0.202  -0.410  -0.433  -0.444  -0.352  -0.326  -0.169  -0.276  -0.338  -0.461  -0.497  -0.493  -0.428  -0.285  -0.224  -0.286  -0.373  -0.445  -0.473  -0.450  -0.427  -0.341
                         :   var12:  +0.201  +0.275  +0.402  +0.491  +0.539  +0.490  +0.426  +0.320  +0.153  +0.245  +0.342  +0.472  +1.000  +0.520  +0.468  +0.366  +0.052  +0.139  +0.245  +0.396  +0.454  +0.407  +0.382  +0.276  -0.074  -0.026  +0.035  +0.121  +0.207  +0.230  +0.217  +0.161  -0.199  -0.219  -0.225  -0.235  -0.167  -0.046  +0.043  +0.053  -0.265  -0.399  -0.393  -0.443  -0.411  -0.311  -0.188  -0.143  -0.333  -0.422  -0.491  -0.503  -0.476  -0.387  -0.299  -0.169  -0.348  -0.416  -0.454  -0.495  -0.470  -0.404  -0.307  -0.228
                         :   var13:  +0.073  +0.121  +0.289  +0.366  +0.482  +0.504  +0.507  +0.376  +0.012  +0.105  +0.232  +0.391  +0.520  +1.000  +0.490  +0.445  -0.088  -0.012  +0.072  +0.288  +0.418  +0.478  +0.465  +0.405  -0.229  -0.155  -0.121  +0.056  +0.262  +0.281  +0.325  +0.340  -0.314  -0.339  -0.373  -0.297  -0.089  +0.120  +0.164  +0.189  -0.347  -0.448  -0.437  -0.428  -0.333  -0.202  +0.012  +0.019  -0.400  -0.497  -0.485  -0.451  -0.372  -0.278  -0.102  -0.035  -0.364  -0.421  -0.433  -0.441  -0.392  -0.302  -0.189  -0.099
                         :   var14:  +0.013  +0.065  +0.191  +0.329  +0.416  +0.480  +0.493  +0.375  -0.069  +0.008  +0.122  +0.291  +0.468  +0.490  +1.000  +0.460  -0.127  -0.110  -0.007  +0.174  +0.398  +0.446  +0.484  +0.409  -0.269  -0.203  -0.154  +0.050  +0.225  +0.347  +0.365  +0.364  -0.314  -0.368  -0.379  -0.232  -0.090  +0.132  +0.180  +0.251  -0.333  -0.450  -0.465  -0.370  -0.256  -0.083  +0.002  +0.035  -0.363  -0.418  -0.460  -0.398  -0.314  -0.225  -0.121  -0.001  -0.300  -0.398  -0.394  -0.398  -0.316  -0.234  -0.138  -0.094
                         :   var15:  -0.015  -0.013  +0.138  +0.253  +0.353  +0.431  +0.414  +0.377  -0.097  -0.015  +0.070  +0.229  +0.366  +0.445  +0.460  +1.000  -0.113  -0.113  -0.016  +0.134  +0.318  +0.413  +0.475  +0.377  -0.237  -0.206  -0.166  +0.005  +0.239  +0.301  +0.354  +0.349  -0.293  -0.334  -0.329  -0.234  -0.013  +0.144  +0.237  +0.245  -0.326  -0.405  -0.385  -0.330  -0.239  -0.055  +0.037  +0.114  -0.345  -0.375  -0.404  -0.341  -0.249  -0.166  -0.084  -0.007  -0.268  -0.334  -0.338  -0.344  -0.280  -0.182  -0.085  -0.070
                         :   var16:  +0.353  +0.424  +0.342  +0.221  +0.129  +0.023  -0.111  -0.105  +0.481  +0.474  +0.435  +0.303  +0.052  -0.088  -0.127  -0.113  +1.000  +0.465  +0.445  +0.298  +0.021  -0.161  -0.232  -0.338  +0.411  +0.486  +0.368  +0.169  -0.112  -0.294  -0.372  -0.382  +0.417  +0.346  +0.255  +0.007  -0.224  -0.446  -0.439  -0.427  +0.267  +0.227  +0.125  -0.058  -0.297  -0.402  -0.439  -0.453  +0.185  +0.083  +0.032  -0.154  -0.286  -0.374  -0.414  -0.352  +0.096  +0.057  -0.049  -0.155  -0.263  -0.327  -0.328  -0.305
                         :   var17:  +0.373  +0.409  +0.420  +0.282  +0.198  +0.027  -0.041  -0.099  +0.483  +0.520  +0.475  +0.354  +0.139  -0.012  -0.110  -0.113  +0.465  +1.000  +0.492  +0.358  +0.035  -0.116  -0.216  -0.271  +0.437  +0.498  +0.404  +0.200  -0.021  -0.255  -0.356  -0.390  +0.352  +0.348  +0.292  +0.012  -0.229  -0.418  -0.424  -0.472  +0.269  +0.164  +0.123  -0.098  -0.336  -0.493  -0.465  -0.436  +0.182  +0.083  -0.010  -0.193  -0.343  -0.433  -0.455  -0.387  +0.045  +0.002  -0.113  -0.259  -0.297  -0.360  -0.421  -0.378
                         :   var18:  +0.388  +0.451  +0.407  +0.369  +0.248  +0.140  +0.020  -0.023  +0.473  +0.489  +0.534  +0.389  +0.245  +0.072  -0.007  -0.016  +0.445  +0.492  +1.000  +0.405  +0.170  +0.007  -0.121  -0.254  +0.401  +0.421  +0.410  +0.252  -0.035  -0.223  -0.297  -0.294  +0.271  +0.247  +0.223  +0.004  -0.221  -0.389  -0.374  -0.419  +0.181  +0.109  +0.040  -0.197  -0.366  -0.459  -0.471  -0.481  +0.080  -0.017  -0.086  -0.276  -0.394  -0.454  -0.471  -0.440  -0.018  -0.112  -0.181  -0.291  -0.374  -0.409  -0.418  -0.352
                         :   var19:  +0.297  +0.385  +0.414  +0.433  +0.365  +0.299  +0.245  +0.165  +0.339  +0.395  +0.441  +0.450  +0.396  +0.288  +0.174  +0.134  +0.298  +0.358  +0.405  +1.000  +0.299  +0.205  +0.106  -0.013  +0.177  +0.221  +0.235  +0.249  +0.118  -0.002  -0.073  -0.138  +0.074  +0.058  +0.005  -0.128  -0.199  -0.244  -0.213  -0.198  -0.032  -0.096  -0.137  -0.315  -0.436  -0.428  -0.359  -0.324  -0.105  -0.236  -0.269  -0.361  -0.444  -0.467  -0.398  -0.326  -0.159  -0.228  -0.298  -0.400  -0.414  -0.429  -0.417  -0.342
                         :   var20:  +0.138  +0.195  +0.291  +0.374  +0.454  +0.431  +0.373  +0.286  +0.130  +0.168  +0.244  +0.350  +0.454  +0.418  +0.398  +0.318  +0.021  +0.035  +0.170  +0.299  +1.000  +0.340  +0.363  +0.248  -0.101  -0.056  -0.014  +0.090  +0.204  +0.201  +0.228  +0.187  -0.197  -0.253  -0.237  -0.201  -0.121  +0.015  +0.089  +0.095  -0.264  -0.340  -0.342  -0.409  -0.325  -0.230  -0.115  -0.086  -0.296  -0.403  -0.445  -0.426  -0.384  -0.323  -0.232  -0.115  -0.317  -0.372  -0.421  -0.437  -0.372  -0.296  -0.243  -0.190
                         :   var21:  +0.011  +0.027  +0.194  +0.276  +0.374  +0.426  +0.430  +0.378  -0.057  -0.018  +0.102  +0.264  +0.407  +0.478  +0.446  +0.413  -0.161  -0.116  +0.007  +0.205  +0.340  +1.000  +0.423  +0.374  -0.292  -0.193  -0.124  +0.062  +0.234  +0.328  +0.386  +0.337  -0.323  -0.319  -0.350  -0.257  -0.057  +0.165  +0.228  +0.240  -0.353  -0.427  -0.403  -0.338  -0.232  -0.100  +0.029  +0.050  -0.369  -0.444  -0.430  -0.378  -0.273  -0.154  -0.102  +0.011  -0.336  -0.389  -0.367  -0.365  -0.323  -0.228  -0.119  -0.099
                         :   var22:  -0.087  -0.081  +0.090  +0.209  +0.350  +0.386  +0.405  +0.392  -0.173  -0.092  -0.007  +0.160  +0.382  +0.465  +0.484  +0.475  -0.232  -0.216  -0.121  +0.106  +0.363  +0.423  +1.000  +0.487  -0.374  -0.366  -0.280  -0.025  +0.209  +0.423  +0.462  +0.476  -0.460  -0.454  -0.408  -0.247  +0.018  +0.229  +0.384  +0.377  -0.446  -0.482  -0.502  -0.361  -0.165  +0.048  +0.176  +0.235  -0.460  -0.475  -0.463  -0.340  -0.229  -0.071  +0.045  +0.142  -0.343  -0.402  -0.388  -0.336  -0.239  -0.136  +0.015  +0.030
                         :   var23:  -0.123  -0.155  -0.046  +0.134  +0.239  +0.310  +0.377  +0.337  -0.232  -0.227  -0.116  +0.023  +0.276  +0.405  +0.409  +0.377  -0.338  -0.271  -0.254  -0.013  +0.248  +0.374  +0.487  +1.000  -0.386  -0.384  -0.322  -0.094  +0.217  +0.403  +0.476  +0.473  -0.471  -0.445  -0.410  -0.240  +0.062  +0.296  +0.407  +0.395  -0.413  -0.457  -0.388  -0.278  -0.081  +0.131  +0.284  +0.316  -0.392  -0.394  -0.382  -0.236  -0.112  +0.048  +0.120  +0.256  -0.286  -0.324  -0.292  -0.224  -0.114  -0.033  +0.071  +0.075
                         :   var24:  +0.264  +0.310  +0.238  +0.098  -0.026  -0.106  -0.227  -0.222  +0.389  +0.376  +0.327  +0.171  -0.074  -0.229  -0.269  -0.237  +0.411  +0.437  +0.401  +0.177  -0.101  -0.292  -0.374  -0.386  +1.000  +0.477  +0.410  +0.162  -0.137  -0.358  -0.438  -0.458  +0.444  +0.425  +0.390  +0.144  -0.162  -0.445  -0.459  -0.494  +0.352  +0.399  +0.288  +0.101  -0.154  -0.327  -0.416  -0.415  +0.313  +0.264  +0.182  +0.022  -0.168  -0.279  -0.385  -0.375  +0.202  +0.196  +0.087  -0.000  -0.138  -0.241  -0.311  -0.275
                         :   var25:  +0.354  +0.388  +0.273  +0.195  +0.054  -0.079  -0.180  -0.195  +0.411  +0.434  +0.400  +0.236  -0.026  -0.155  -0.203  -0.206  +0.486  +0.498  +0.421  +0.221  -0.056  -0.193  -0.366  -0.384  +0.477  +1.000  +0.440  +0.185  -0.131  -0.358  -0.419  -0.455  +0.435  +0.425  +0.358  +0.112  -0.206  -0.420  -0.486  -0.452  +0.300  +0.332  +0.250  +0.045  -0.212  -0.374  -0.454  -0.422  +0.308  +0.210  +0.143  -0.052  -0.197  -0.355  -0.397  -0.418  +0.114  +0.117  +0.026  -0.085  -0.189  -0.298  -0.341  -0.303
                         :   var26:  +0.282  +0.319  +0.277  +0.190  +0.074  -0.033  -0.098  -0.135  +0.351  +0.369  +0.331  +0.227  +0.035  -0.121  -0.154  -0.166  +0.368  +0.404  +0.410  +0.235  -0.014  -0.124  -0.280  -0.322  +0.410  +0.440  +1.000  +0.183  -0.085  -0.242  -0.360  -0.354  +0.391  +0.347  +0.304  +0.087  -0.201  -0.390  -0.373  -0.435  +0.263  +0.237  +0.186  -0.032  -0.230  -0.357  -0.419  -0.409  +0.186  +0.165  +0.078  -0.075  -0.247  -0.338  -0.359  -0.380  +0.099  +0.071  -0.015  -0.126  -0.199  -0.278  -0.334  -0.278
                         :   var27:  +0.155  +0.213  +0.223  +0.182  +0.152  +0.126  +0.070  -0.023  +0.216  +0.215  +0.256  +0.257  +0.121  +0.056  +0.050  +0.005  +0.169  +0.200  +0.252  +0.249  +0.090  +0.062  -0.025  -0.094  +0.162  +0.185  +0.183  +1.000  +0.013  -0.061  -0.094  -0.113  +0.140  +0.095  +0.072  +0.013  -0.111  -0.172  -0.194  -0.195  +0.024  +0.039  +0.021  -0.120  -0.189  -0.238  -0.279  -0.237  -0.004  -0.045  -0.019  -0.187  -0.235  -0.300  -0.267  -0.261  -0.047  -0.068  -0.176  -0.193  -0.254  -0.246  -0.251  -0.223
                         :   var28:  -0.027  -0.012  +0.051  +0.178  +0.187  +0.254  +0.253  +0.181  -0.098  +0.027  +0.030  +0.103  +0.207  +0.262  +0.225  +0.239  -0.112  -0.021  -0.035  +0.118  +0.204  +0.234  +0.209  +0.217  -0.137  -0.131  -0.085  +0.013  +1.000  +0.210  +0.208  +0.161  -0.204  -0.210  -0.185  -0.110  -0.015  +0.101  +0.133  +0.110  -0.244  -0.280  -0.208  -0.171  -0.154  -0.068  +0.021  +0.048  -0.250  -0.246  -0.248  -0.185  -0.165  -0.121  -0.065  +0.043  -0.176  -0.257  -0.243  -0.238  -0.148  -0.115  -0.070  -0.052
                         :   var29:  -0.165  -0.134  -0.019  +0.065  +0.170  +0.242  +0.301  +0.260  -0.221  -0.185  -0.139  +0.026  +0.230  +0.281  +0.347  +0.301  -0.294  -0.255  -0.223  -0.002  +0.201  +0.328  +0.423  +0.403  -0.358  -0.358  -0.242  -0.061  +0.210  +1.000  +0.423  +0.431  -0.444  -0.415  -0.384  -0.197  +0.045  +0.270  +0.375  +0.392  -0.355  -0.424  -0.365  -0.214  -0.022  +0.161  +0.211  +0.255  -0.372  -0.368  -0.326  -0.206  -0.077  +0.066  +0.122  +0.222  -0.289  -0.323  -0.288  -0.193  -0.094  +0.016  +0.086  +0.106
                         :   var30:  -0.207  -0.216  -0.118  +0.022  +0.186  +0.257  +0.287  +0.286  -0.319  -0.273  -0.205  -0.007  +0.217  +0.325  +0.365  +0.354  -0.372  -0.356  -0.297  -0.073  +0.228  +0.386  +0.462  +0.476  -0.438  -0.419  -0.360  -0.094  +0.208  +0.423  +1.000  +0.485  -0.483  -0.491  -0.409  -0.172  +0.098  +0.345  +0.413  +0.468  -0.405  -0.462  -0.374  -0.207  +0.025  +0.212  +0.314  +0.345  -0.402  -0.387  -0.326  -0.202  -0.023  +0.124  +0.221  +0.294  -0.320  -0.316  -0.274  -0.165  -0.041  +0.061  +0.156  +0.168
                         :   var31:  -0.236  -0.245  -0.128  +0.006  +0.118  +0.230  +0.287  +0.296  -0.310  -0.267  -0.224  -0.069  +0.161  +0.340  +0.364  +0.349  -0.382  -0.390  -0.294  -0.138  +0.187  +0.337  +0.476  +0.473  -0.458  -0.455  -0.354  -0.113  +0.161  +0.431  +0.485  +1.000  -0.469  -0.469  -0.421  -0.208  +0.130  +0.398  +0.447  +0.452  -0.402  -0.424  -0.396  -0.165  +0.054  +0.275  +0.326  +0.361  -0.349  -0.375  -0.316  -0.169  -0.011  +0.160  +0.250  +0.317  -0.284  -0.285  -0.218  -0.137  -0.026  +0.105  +0.210  +0.197
                         :   var32:  +0.211  +0.182  +0.124  -0.059  -0.119  -0.216  -0.265  -0.268  +0.320  +0.256  +0.225  +0.038  -0.199  -0.314  -0.314  -0.293  +0.417  +0.352  +0.271  +0.074  -0.197  -0.323  -0.460  -0.471  +0.444  +0.435  +0.391  +0.140  -0.204  -0.444  -0.483  -0.469  +1.000  +0.488  +0.390  +0.165  -0.145  -0.404  -0.460  -0.464  +0.466  +0.443  +0.367  +0.185  -0.053  -0.236  -0.396  -0.362  +0.363  +0.396  +0.351  +0.135  -0.026  -0.177  -0.265  -0.314  +0.294  +0.285  +0.206  +0.121  -0.007  -0.150  -0.204  -0.212
                         :   var33:  +0.154  +0.179  +0.094  -0.058  -0.180  -0.256  -0.294  -0.274  +0.277  +0.230  +0.167  -0.022  -0.219  -0.339  -0.368  -0.334  +0.346  +0.348  +0.247  +0.058  -0.253  -0.319  -0.454  -0.445  +0.425  +0.425  +0.347  +0.095  -0.210  -0.415  -0.491  -0.469  +0.488  +1.000  +0.431  +0.252  -0.155  -0.376  -0.462  -0.458  +0.410  +0.441  +0.369  +0.178  -0.013  -0.239  -0.303  -0.363  +0.388  +0.401  +0.360  +0.194  +0.001  -0.162  -0.259  -0.333  +0.304  +0.306  +0.203  +0.138  +0.007  -0.111  -0.190  -0.208
                         :   var34:  +0.103  +0.125  +0.045  -0.102  -0.202  -0.241  -0.304  -0.260  +0.188  +0.169  +0.111  -0.063  -0.225  -0.373  -0.379  -0.329  +0.255  +0.292  +0.223  +0.005  -0.237  -0.350  -0.408  -0.410  +0.390  +0.358  +0.304  +0.072  -0.185  -0.384  -0.409  -0.421  +0.390  +0.431  +1.000  +0.225  -0.080  -0.302  -0.373  -0.409  +0.341  +0.409  +0.385  +0.182  +0.027  -0.169  -0.253  -0.283  +0.338  +0.392  +0.327  +0.180  +0.039  -0.091  -0.178  -0.241  +0.307  +0.255  +0.210  +0.172  +0.057  -0.071  -0.138  -0.151
                         :   var35:  -0.033  -0.037  -0.120  -0.179  -0.167  -0.219  -0.246  -0.163  -0.011  -0.015  -0.053  -0.134  -0.235  -0.297  -0.232  -0.234  +0.007  +0.012  +0.004  -0.128  -0.201  -0.257  -0.247  -0.240  +0.144  +0.112  +0.087  +0.013  -0.110  -0.197  -0.172  -0.208  +0.165  +0.252  +0.225  +1.000  +0.066  -0.072  -0.150  -0.178  +0.171  +0.228  +0.259  +0.202  +0.120  -0.026  -0.065  -0.128  +0.195  +0.260  +0.261  +0.195  +0.112  +0.053  -0.047  -0.093  +0.133  +0.180  +0.195  +0.166  +0.125  +0.091  +0.010  +0.010
                         :   var36:  -0.157  -0.254  -0.260  -0.219  -0.207  -0.113  -0.115  -0.053  -0.229  -0.271  -0.271  -0.259  -0.167  -0.089  -0.090  -0.013  -0.224  -0.229  -0.221  -0.199  -0.121  -0.057  +0.018  +0.062  -0.162  -0.206  -0.201  -0.111  -0.015  +0.045  +0.098  +0.130  -0.145  -0.155  -0.080  +0.066  ...
The rest of the test output was removed since it exceeds the threshold of 64000 bytes.