Back to Multiple platform build/check report for BioC 3.10
AB[C]DEFGHIJKLMNOPQRSTUVWXYZ

CHECK report for ClassifyR on tokay1

This page was generated on 2020-04-15 12:23:24 -0400 (Wed, 15 Apr 2020).

Package 295/1823HostnameOS / ArchINSTALLBUILDCHECKBUILD BIN
ClassifyR 2.6.1
Dario Strbenac
Snapshot Date: 2020-04-14 16:46:13 -0400 (Tue, 14 Apr 2020)
URL: https://git.bioconductor.org/packages/ClassifyR
Branch: RELEASE_3_10
Last Commit: 1faa6ba
Last Changed Date: 2020-01-22 20:31:42 -0400 (Wed, 22 Jan 2020)
malbec1 Linux (Ubuntu 18.04.4 LTS) / x86_64  OK  OK  OK UNNEEDED, same version exists in internal repository
tokay1 Windows Server 2012 R2 Standard / x64  OK  OK [ ERROR ] OK 
merida1 OS X 10.11.6 El Capitan / x86_64  OK  OK  OK  OK UNNEEDED, same version exists in internal repository

Summary

Package: ClassifyR
Version: 2.6.1
Command: C:\Users\biocbuild\bbs-3.10-bioc\R\bin\R.exe CMD check --force-multiarch --install=check:ClassifyR.install-out.txt --library=C:\Users\biocbuild\bbs-3.10-bioc\R\library --no-vignettes --timings ClassifyR_2.6.1.tar.gz
StartedAt: 2020-04-15 02:05:07 -0400 (Wed, 15 Apr 2020)
EndedAt: 2020-04-15 02:19:38 -0400 (Wed, 15 Apr 2020)
EllapsedTime: 871.1 seconds
RetCode: 1
Status:  ERROR  
CheckDir: ClassifyR.Rcheck
Warnings: NA

Command output

##############################################################################
##############################################################################
###
### Running command:
###
###   C:\Users\biocbuild\bbs-3.10-bioc\R\bin\R.exe CMD check --force-multiarch --install=check:ClassifyR.install-out.txt --library=C:\Users\biocbuild\bbs-3.10-bioc\R\library --no-vignettes --timings ClassifyR_2.6.1.tar.gz
###
##############################################################################
##############################################################################


* using log directory 'C:/Users/biocbuild/bbs-3.10-bioc/meat/ClassifyR.Rcheck'
* using R version 3.6.3 (2020-02-29)
* using platform: x86_64-w64-mingw32 (64-bit)
* using session charset: ISO8859-1
* using option '--no-vignettes'
* checking for file 'ClassifyR/DESCRIPTION' ... OK
* checking extension type ... Package
* this is package 'ClassifyR' version '2.6.1'
* checking package namespace information ... OK
* checking package dependencies ... OK
* checking if this is a source package ... OK
* checking if there is a namespace ... OK
* checking for hidden files and directories ... OK
* checking for portable file names ... OK
* checking whether package 'ClassifyR' can be installed ... WARNING
Found the following significant warnings:
  Rd warning: C:/Users/biocbuild/bbs-3.10-bioc/tmpdir/Rtmps1clUt/R.INSTALL27d824447e8f/ClassifyR/man/differentMeansSelection.Rd:40: file link 'rowttests' in package 'genefilter' does not exist and so has been treated as a topic
  Rd warning: C:/Users/biocbuild/bbs-3.10-bioc/tmpdir/Rtmps1clUt/R.INSTALL27d824447e8f/ClassifyR/man/distribution.Rd:32: file link 'stat_density' in package 'ggplot2' does not exist and so has been treated as a topic
  Rd warning: C:/Users/biocbuild/bbs-3.10-bioc/tmpdir/Rtmps1clUt/R.INSTALL27d824447e8f/ClassifyR/man/edgeRselection.Rd:45: file link 'edgeR' in package 'edgeR' does not exist and so has been treated as a topic
See 'C:/Users/biocbuild/bbs-3.10-bioc/meat/ClassifyR.Rcheck/00install.out' for details.
* checking installed package size ... OK
* checking package directory ... OK
* checking 'build' directory ... OK
* checking DESCRIPTION meta-information ... OK
* checking top-level files ... OK
* checking for left-over files ... OK
* checking index information ... OK
* checking package subdirectories ... OK
* checking R files for non-ASCII characters ... OK
* checking R files for syntax errors ... OK
* loading checks for arch 'i386'
** checking whether the package can be loaded ... OK
** checking whether the package can be loaded with stated dependencies ... OK
** checking whether the package can be unloaded cleanly ... OK
** checking whether the namespace can be loaded with stated dependencies ... OK
** checking whether the namespace can be unloaded cleanly ... OK
* loading checks for arch 'x64'
** checking whether the package can be loaded ... OK
** checking whether the package can be loaded with stated dependencies ... OK
** checking whether the package can be unloaded cleanly ... OK
** checking whether the namespace can be loaded with stated dependencies ... OK
** checking whether the namespace can be unloaded cleanly ... OK
* checking dependencies in R code ... OK
* checking S3 generic/method consistency ... OK
* checking replacement functions ... OK
* checking foreign function calls ... OK
* checking R code for possible problems ... NOTE
.posterior_probs : <anonymous>: no visible global function definition
  for 'dmvnorm'
easyHardClassifierPredict,EasyHardClassifier-MultiAssayExperiment: no
  visible binding for global variable 'measurements'
kTSPclassifier,DataFrame : <anonymous>: no visible global function
  definition for 'Pairs'
plotFeatureClasses,DataFrame : <anonymous>: no visible binding for
  global variable 'measurement'
plotFeatureClasses,DataFrame : <anonymous>: no visible binding for
  global variable '..density..'
plotFeatureClasses,DataFrame : <anonymous>: no visible binding for
  global variable 'legends grouping'
plotFeatureClasses,DataFrame : <anonymous>: no visible binding for
  global variable 'key'
plotFeatureClasses,DataFrame : <anonymous>: no visible binding for
  global variable 'value'
plotFeatureClasses,DataFrame : <anonymous>: no visible binding for
  global variable 'ID'
rankingPlot,list : <anonymous> : <anonymous>: no visible global
  function definition for 'first'
rankingPlot,list : <anonymous> : <anonymous>: no visible global
  function definition for 'second'
rankingPlot,list : <anonymous> : <anonymous> : <anonymous>: no visible
  global function definition for 'first'
rankingPlot,list : <anonymous> : <anonymous> : <anonymous>: no visible
  global function definition for 'second'
runTest,DataFrame: no visible binding for global variable 'setsNodes'
runTestEasyHard,MultiAssayExperiment: no visible binding for global
  variable 'setsNodes'
runTests,DataFrame: no visible binding for global variable 'setsNodes'
runTestsEasyHard,MultiAssayExperiment: no visible binding for global
  variable 'setsNodes'
runTestsEasyHard,MultiAssayExperiment: no visible binding for global
  variable '.iteration'
samplesMetricMap,list: no visible binding for global variable 'Class'
samplesMetricMap,list: no visible binding for global variable 'Group'
samplesMetricMap,list: no visible binding for global variable
  'measurements'
samplesMetricMap,list: no visible binding for global variable 'name'
samplesMetricMap,list: no visible binding for global variable 'type'
samplesMetricMap,list: no visible binding for global variable 'Metric'
samplesMetricMap,matrix: no visible binding for global variable 'Class'
samplesMetricMap,matrix: no visible binding for global variable 'Group'
samplesMetricMap,matrix: no visible binding for global variable
  'measurements'
samplesMetricMap,matrix: no visible binding for global variable 'name'
samplesMetricMap,matrix: no visible binding for global variable 'type'
samplesMetricMap,matrix: no visible binding for global variable
  'Metric'
selectionPlot,list : <anonymous> : <anonymous>: no visible global
  function definition for 'first'
selectionPlot,list : <anonymous> : <anonymous>: no visible global
  function definition for 'second'
selectionPlot,list : <anonymous> : <anonymous> : <anonymous>: no
  visible global function definition for 'first'
selectionPlot,list : <anonymous> : <anonymous> : <anonymous>: no
  visible global function definition for 'second'
selectionPlot,list: no visible binding for global variable 'Freq'
Undefined global functions or variables:
  ..density.. .iteration Class Freq Group ID Metric Pairs dmvnorm first
  key legends grouping measurement measurements name second setsNodes
  type value
Consider adding
  importFrom("base", "grouping")
to your NAMESPACE file.
* checking Rd files ... OK
* checking Rd metadata ... OK
* checking Rd cross-references ... OK
* checking for missing documentation entries ... OK
* checking for code/documentation mismatches ... OK
* checking Rd \usage sections ... OK
* checking Rd contents ... OK
* checking for unstated dependencies in examples ... OK
* checking contents of 'data' directory ... OK
* checking data for non-ASCII characters ... OK
* checking data for ASCII and uncompressed saves ... OK
* checking files in 'vignettes' ... OK
* checking examples ...
** running examples for arch 'i386' ... ERROR
Running examples in 'ClassifyR-Ex.R' failed
The error most likely occurred in:

> base::assign(".ptime", proc.time(), pos = "CheckExEnv")
> ### Name: runTests
> ### Title: Reproducibly Run Various Kinds of Cross-Validation
> ### Aliases: runTests runTestsEasyHard runTests,matrix-method
> ###   runTests,DataFrame-method runTests,MultiAssayExperiment-method
> ###   runTestsEasyHard,MultiAssayExperiment-method
> 
> ### ** Examples
> 
>   #if(require(sparsediscrim))
>   #{
>     data(asthma)
>     
>     resubstituteParams <- ResubstituteParams(nFeatures = seq(5, 25, 5),
+                                          performanceType = "balanced error",
+                                          better = "lower")
>     runTests(measurements, classes, datasetName = "Asthma",
+              classificationName = "Different Means", permutations = 5,
+              params = list(SelectParams(differentMeansSelection, "t Statistic",
+                                         resubstituteParams = resubstituteParams),
+                            TrainParams(DLDAtrainInterface),
+                            PredictParams(DLDApredictInterface)
+                            )
+              )
An object of class 'ClassifyResult'.
Data Set Name: Asthma.
Classification Name: Different Means.
Feature Selection Name: t Statistic.
Features: List of length 5 of lists of length 5 of feature identifiers.
Validation: 5 Permutations, 5 Folds.
Predictions: List of data frames of length 5.
Performance Measures: None calculated yet.
>   #}
>   
>   genesMatrix <- matrix(c(rnorm(90, 9, 1),
+                         9.5, 9.4, 5.2, 5.3, 5.4, 9.4, 9.6, 9.9, 9.1, 9.8),
+ 		      ncol = 10, byrow = TRUE)
> 
>   colnames(genesMatrix) <- paste("Sample", 1:10)
>   rownames(genesMatrix) <- paste("Gene", 1:10)
>   genders <- factor(c("Male", "Male", "Female", "Female", "Female",
+                     "Female", "Female", "Female", "Female", "Female"))
> 
>   # Scenario: Male gender can predict the hard-to-classify Sample 1 and Sample 2.
>   clinical <- DataFrame(age = c(31, 34, 32, 39, 33, 38, 34, 37, 35, 36),
+                         gender = genders,
+                         class = factor(rep(c("Poor", "Good"), each = 5)),
+ 		        row.names = colnames(genesMatrix))
>   dataset <- MultiAssayExperiment(ExperimentList(RNA = genesMatrix), clinical)
>   selParams <- SelectParams(featureSelection = differentMeansSelection, selectionName = "Difference in Means",
+                             resubstituteParams = ResubstituteParams(1:10, "balanced error", "lower"))
>   easyHardCV <- runTestsEasyHard(dataset, datasetName = "Test Data", classificationName = "Easy-Hard",
+                                  easyClassifierParams = list(minCardinality = 2, minPurity = 0.9),
+                                  hardClassifierParams = list(selParams, TrainParams(), PredictParams()),
+                                  validation = "leaveOut", leave = 1)  
Error: BiocParallel errors
  element index: 1, 2, 3, 4, 5, 6, ...
  first error: object 'selParams' not found
Execution halted
** running examples for arch 'x64' ... ERROR
Running examples in 'ClassifyR-Ex.R' failed
The error most likely occurred in:

> base::assign(".ptime", proc.time(), pos = "CheckExEnv")
> ### Name: runTests
> ### Title: Reproducibly Run Various Kinds of Cross-Validation
> ### Aliases: runTests runTestsEasyHard runTests,matrix-method
> ###   runTests,DataFrame-method runTests,MultiAssayExperiment-method
> ###   runTestsEasyHard,MultiAssayExperiment-method
> 
> ### ** Examples
> 
>   #if(require(sparsediscrim))
>   #{
>     data(asthma)
>     
>     resubstituteParams <- ResubstituteParams(nFeatures = seq(5, 25, 5),
+                                          performanceType = "balanced error",
+                                          better = "lower")
>     runTests(measurements, classes, datasetName = "Asthma",
+              classificationName = "Different Means", permutations = 5,
+              params = list(SelectParams(differentMeansSelection, "t Statistic",
+                                         resubstituteParams = resubstituteParams),
+                            TrainParams(DLDAtrainInterface),
+                            PredictParams(DLDApredictInterface)
+                            )
+              )
An object of class 'ClassifyResult'.
Data Set Name: Asthma.
Classification Name: Different Means.
Feature Selection Name: t Statistic.
Features: List of length 5 of lists of length 5 of feature identifiers.
Validation: 5 Permutations, 5 Folds.
Predictions: List of data frames of length 5.
Performance Measures: None calculated yet.
>   #}
>   
>   genesMatrix <- matrix(c(rnorm(90, 9, 1),
+                         9.5, 9.4, 5.2, 5.3, 5.4, 9.4, 9.6, 9.9, 9.1, 9.8),
+ 		      ncol = 10, byrow = TRUE)
> 
>   colnames(genesMatrix) <- paste("Sample", 1:10)
>   rownames(genesMatrix) <- paste("Gene", 1:10)
>   genders <- factor(c("Male", "Male", "Female", "Female", "Female",
+                     "Female", "Female", "Female", "Female", "Female"))
> 
>   # Scenario: Male gender can predict the hard-to-classify Sample 1 and Sample 2.
>   clinical <- DataFrame(age = c(31, 34, 32, 39, 33, 38, 34, 37, 35, 36),
+                         gender = genders,
+                         class = factor(rep(c("Poor", "Good"), each = 5)),
+ 		        row.names = colnames(genesMatrix))
>   dataset <- MultiAssayExperiment(ExperimentList(RNA = genesMatrix), clinical)
>   selParams <- SelectParams(featureSelection = differentMeansSelection, selectionName = "Difference in Means",
+                             resubstituteParams = ResubstituteParams(1:10, "balanced error", "lower"))
>   easyHardCV <- runTestsEasyHard(dataset, datasetName = "Test Data", classificationName = "Easy-Hard",
+                                  easyClassifierParams = list(minCardinality = 2, minPurity = 0.9),
+                                  hardClassifierParams = list(selParams, TrainParams(), PredictParams()),
+                                  validation = "leaveOut", leave = 1)  
Error: BiocParallel errors
  element index: 1, 2, 3, 4, 5, 6, ...
  first error: object 'selParams' not found
Execution halted
* checking for unstated dependencies in vignettes ... OK
* checking package vignettes in 'inst/doc' ... OK
* checking running R code from vignettes ... SKIPPED
* checking re-building of vignette outputs ... SKIPPED
* checking PDF version of manual ... OK
* DONE

Status: 2 ERRORs, 1 WARNING, 1 NOTE
See
  'C:/Users/biocbuild/bbs-3.10-bioc/meat/ClassifyR.Rcheck/00check.log'
for details.


Installation output

ClassifyR.Rcheck/00install.out

##############################################################################
##############################################################################
###
### Running command:
###
###   C:\cygwin\bin\curl.exe -O https://malbec1.bioconductor.org/BBS/3.10/bioc/src/contrib/ClassifyR_2.6.1.tar.gz && rm -rf ClassifyR.buildbin-libdir && mkdir ClassifyR.buildbin-libdir && C:\Users\biocbuild\bbs-3.10-bioc\R\bin\R.exe CMD INSTALL --merge-multiarch --build --library=ClassifyR.buildbin-libdir ClassifyR_2.6.1.tar.gz && C:\Users\biocbuild\bbs-3.10-bioc\R\bin\R.exe CMD INSTALL ClassifyR_2.6.1.zip && rm ClassifyR_2.6.1.tar.gz ClassifyR_2.6.1.zip
###
##############################################################################
##############################################################################


  % Total    % Received % Xferd  Average Speed   Time    Time     Time  Current
                                 Dload  Upload   Total   Spent    Left  Speed

  0     0    0     0    0     0      0      0 --:--:-- --:--:-- --:--:--     0
100 1008k  100 1008k    0     0  6239k      0 --:--:-- --:--:-- --:--:-- 6385k

install for i386

* installing *source* package 'ClassifyR' ...
** using staged installation
** R
** data
** inst
** byte-compile and prepare package for lazy loading
** help
*** installing help indices
  converting help for package 'ClassifyR'
    finding HTML links ... done
    ClassifyResult-class                    html  
    finding level-2 HTML links ... done

    DLDAinterface                           html  
    DMDselection                            html  
    EasyHardClassifier-class                html  
    FeatureSetCollection-class              html  
    FeatureSetCollectionOrNULL-class        html  
    KolmogorovSmirnovSelection              html  
    KullbackLeiblerSelection                html  
    MixModelsListsSet-class                 html  
    NSCpredictInterface                     html  
    NSCselectionInterface                   html  
    NSCtrainInterface                       html  
    PredictParams-class                     html  
    ROCplot                                 html  
    ResubstituteParams-class                html  
    SVMinterface                            html  
    SelectParams-class                      html  
    SelectResult-class                      html  
    TrainParams-class                       html  
    TransformParams-class                   html  
    asthmaDataset                           html  
    bartlettSelection                       html  
    calcPerformance                         html  
    characterOrDataFrame-class              html  
    classifyInterface                       html  
    differentMeansSelection                 html  
Rd warning: C:/Users/biocbuild/bbs-3.10-bioc/tmpdir/Rtmps1clUt/R.INSTALL27d824447e8f/ClassifyR/man/differentMeansSelection.Rd:40: file link 'rowttests' in package 'genefilter' does not exist and so has been treated as a topic
    distribution                            html  
Rd warning: C:/Users/biocbuild/bbs-3.10-bioc/tmpdir/Rtmps1clUt/R.INSTALL27d824447e8f/ClassifyR/man/distribution.Rd:32: file link 'stat_density' in package 'ggplot2' does not exist and so has been treated as a topic
    dlda-class                              html  
    easyHardClassifier                      html  
    easyHardFeatures                        html  
    edgeRselection                          html  
Rd warning: C:/Users/biocbuild/bbs-3.10-bioc/tmpdir/Rtmps1clUt/R.INSTALL27d824447e8f/ClassifyR/man/edgeRselection.Rd:45: file link 'edgeR' in package 'edgeR' does not exist and so has been treated as a topic
    edgesToHubNetworks                      html  
    elasticNetFeatures                      html  
    elasticNetGLMinterface                  html  
    featureSetSummary                       html  
    fisherDiscriminant                      html  
    forestFeatures                          html  
    functionOrList-class                    html  
    functionOrNULL-class                    html  
    getLocationsAndScales                   html  
    integerOrNumeric-class                  html  
    interactorDifferences                   html  
    kTSPclassifier                          html  
    knnInterface                            html  
    leveneSelection                         html  
    likelihoodRatioSelection                html  
    limmaSelection                          html  
    listOrCharacterOrNULL-class             html  
    listOrNULL-class                        html  
    mixmodels                               html  
    multnet-class                           html  
    naiveBayesKernel                        html  
    networkCorrelationsSelection            html  
    pairsDifferencesSelection               html  
    pamrtrained-class                       html  
    performancePlot                         html  
    plotFeatureClasses                      html  
    previousSelection                       html  
    previousTrained                         html  
    randomForest-class                      html  
    randomForestInterface                   html  
    rankingPlot                             html  
    runTest                                 html  
    runTests                                html  
    samplesMetricMap                        html  
    selectionPlot                           html  
    subtractFromLocation                    html  
    svm-class                               html  
** building package indices
** installing vignettes
** testing if installed package can be loaded from temporary location
** testing if installed package can be loaded from final location
** testing if installed package keeps a record of temporary installation path

install for x64

* installing *source* package 'ClassifyR' ...
** testing if installed package can be loaded
* MD5 sums
packaged installation of 'ClassifyR' as ClassifyR_2.6.1.zip
* DONE (ClassifyR)
* installing to library 'C:/Users/biocbuild/bbs-3.10-bioc/R/library'
package 'ClassifyR' successfully unpacked and MD5 sums checked

Tests output


Example timings

ClassifyR.Rcheck/examples_i386/ClassifyR-Ex.timings

nameusersystemelapsed
ClassifyResult-class 8.50 0.6664.57
DLDAinterface0.060.000.06
DMDselection6.970.287.25
EasyHardClassifier-class0.010.000.02
FeatureSetCollection-class0.020.000.02
FeatureSetCollectionOrNULL-class000
KolmogorovSmirnovSelection2.640.032.67
KullbackLeiblerSelection1.470.001.47
MixModelsListsSet-class0.510.000.68
NSCpredictInterface0.160.030.19
NSCselectionInterface0.110.000.11
NSCtrainInterface0.080.020.10
PredictParams-class000
ROCplot0.930.000.92
ResubstituteParams-class000
SVMinterface0.110.000.11
SelectParams-class0.010.000.02
SelectResult-class000
TrainParams-class000
TransformParams-class000
bartlettSelection2.140.002.14
calcPerformance000
characterOrDataFrame-class000
classifyInterface0.940.081.07
differentMeansSelection1.780.011.79
distribution 2.08 0.1736.73
easyHardClassifier0.590.000.60
easyHardFeatures0.50.00.5
edgeRselection5.770.165.97
edgesToHubNetworks000
elasticNetFeatures 1.11 0.0324.07
elasticNetGLMinterface 0.82 0.0625.22
featureSetSummary0.010.000.01
fisherDiscriminant0.070.000.07
forestFeatures0.090.000.10
functionOrList-class000
functionOrNULL-class000
getLocationsAndScales0.040.000.03
integerOrNumeric-class000
interactorDifferences0.030.020.04
kTSPclassifier0.060.000.07
knnInterface0.010.000.02
leveneSelection1.250.021.26
likelihoodRatioSelection7.360.007.36
limmaSelection0.440.000.44
listOrCharacterOrNULL-class000
listOrNULL-class000
mixmodels0.200.000.22
naiveBayesKernel0.420.000.42
networkCorrelationsSelection0.220.000.22
pairsDifferencesSelection0.380.000.37
performancePlot0.340.000.35
plotFeatureClasses3.030.003.03
previousSelection 1.60 0.0331.61
previousTrained 1.17 0.0127.61
randomForestInterface0.150.000.15
rankingPlot 1.77 0.0012.90
runTest3.310.643.95

ClassifyR.Rcheck/examples_x64/ClassifyR-Ex.timings

nameusersystemelapsed
ClassifyResult-class 8.44 0.2665.33
DLDAinterface0.060.000.06
DMDselection5.990.116.09
EasyHardClassifier-class0.010.000.02
FeatureSetCollection-class0.020.000.01
FeatureSetCollectionOrNULL-class000
KolmogorovSmirnovSelection2.950.073.02
KullbackLeiblerSelection1.390.011.41
MixModelsListsSet-class0.460.030.50
NSCpredictInterface0.170.020.18
NSCselectionInterface0.110.010.13
NSCtrainInterface0.090.000.09
PredictParams-class000
ROCplot0.970.000.97
ResubstituteParams-class000
SVMinterface0.090.000.09
SelectParams-class0.020.000.02
SelectResult-class000
TrainParams-class000
TransformParams-class000
bartlettSelection2.440.022.45
calcPerformance000
characterOrDataFrame-class0.010.000.02
classifyInterface1.910.142.04
differentMeansSelection1.700.031.74
distribution 2.33 0.1640.50
easyHardClassifier0.610.000.61
easyHardFeatures0.370.000.37
edgeRselection4.890.014.93
edgesToHubNetworks000
elasticNetFeatures 1.18 0.0223.42
elasticNetGLMinterface 1.02 0.0023.74
featureSetSummary000
fisherDiscriminant0.110.000.11
forestFeatures0.190.010.21
functionOrList-class000
functionOrNULL-class0.020.000.01
getLocationsAndScales0.040.000.05
integerOrNumeric-class0.020.000.01
interactorDifferences0.060.000.06
kTSPclassifier0.130.000.13
knnInterface0.050.000.05
leveneSelection1.690.031.72
likelihoodRatioSelection7.870.007.87
limmaSelection0.520.000.52
listOrCharacterOrNULL-class000
listOrNULL-class0.010.000.01
mixmodels0.350.000.36
naiveBayesKernel0.530.000.53
networkCorrelationsSelection0.290.000.30
pairsDifferencesSelection0.350.000.35
performancePlot0.360.000.35
plotFeatureClasses3.420.003.43
previousSelection 1.81 0.0228.45
previousTrained 1.64 0.0127.93
randomForestInterface0.170.000.17
rankingPlot 2.24 0.0010.65
runTest3.390.063.45