Files in FRESA.CAD
Feature Selection Algorithms for Computer Aided Diagnosis
MD5
NEWS
README.md
NAMESPACE
DESCRIPTION
R/timeSerieAnalysis.R
R/bootstrapValidation.Bin.R
R/nearestCentroid.r
R/getVar.Res.R
R/rankInverseNormalDataFrame.R
R/reportEquivalentVariables.R
R/univariateRankVariables.R
R/update.uniRankVar.R
R/crossValidationFeatureSelection.Res.R
R/heatMaps.R
R/barPlotCiError.R
R/getMedianCalibratedPrediction.R
R/bootstrapValidation.Res.R
R/listTopCorrelatedVariables.R
R/plot.FRESABenchmark.R
R/OrdinalBenchmark.R
R/updateModel.Bin.R
R/summary.fitFRESA.R
R/featureAdjustment.R
R/BSWiMS.r
R/uniRankVar.R
R/randomCV.R
R/CoxBenchmark.R
R/modelFitting.R
R/nearestneighborimpute.R
R/RRPlot.R
R/EmpiricalSurvDiff.r
R/ForwardSelection.Model.Res.R
R/improvedResiduals.R
R/jaccard.r
R/PoissonEventRiskCalibration.R
R/RegresionBenchmark.R
R/summaryReport.R
R/randomCVFunctions.R
R/univariateCox.R
R/predictForFresa.R
R/rpredict.R
R/residualtForFRESA.R
R/isoData.r
R/updateModel.Res.R
R/summary.bootstrapValidation.R
R/FRESAModelingFunctions.R
R/crossValidationFeatureSelection.Bin.R
R/ensemblePredict.R
R/IterativeDecorrelation.r
R/binaryBenchMark.R
R/plot.bootstrapValidation.Bin.R
R/ForwardSelection.Model.Bin.R
R/plot.bootstrapValidation.Res.R
R/getSignature.r
R/bootstrapVarElimination.Res.R
R/baggedModelS.R
R/predictionStats.R
R/getVar.Bin.R
R/getKNNpredictionFromFormula.R
R/baggedModel.R
R/GMVECluster.r
R/signatureDistance.r
R/FRESA.Model.R
R/backVarElimination.Res.R
R/FRESAScale.r
R/plotModels.ROC.R
R/bootstrapVarElimination.Bin.R
R/backVarElimination.Bin.R
R/orderFeatures.r
src/Makevars.win
src/Makevars
src/FRESAcommons.h
src/FRESAcommons.cpp
src/regresionFeatureSelectionCpp.cpp
src/binaryFeatureSelectionCpp.cpp
src/rankInverseNormalCpp.cpp
src/FRESACAD_init.cpp
inst/CITATION
inst/doc/CVMethods_totorial.pdf
inst/doc/FeatureSelectionBSWiMSMethod.pdf
inst/doc/VignetteFRESABenchmark.pdf
data/cancerVarNames.rda
man/calBinProb.Rd
man/poissonProbs.Rd
man/jaccardMatrix.Rd
man/predict.FRESA_SVM.Rd
man/CancerVarNames.Rd
man/predict.FRESA_RIDGE.Rd
man/univariateRankVariables.Rd
man/ClustClass.Rd
man/KNN_method.Rd
man/backVarElimination.Res.Rd
man/predict.FRESAKNN.Rd
man/getSignature.Rd
man/backVarElimination.Bin.Rd
man/bootstrapValidation.Bin.Rd
man/LM_RIDGE_MIN.Rd
man/FilterMultivariate.Rd
man/getVar.Bin.Rd
man/NAIVE_BAYES.Rd
man/update.uniRankVar.Rd
man/timeSeriesAnalysis.Rd
man/plot.FRESABenchmark.Rd
man/LASSO_MIN.Rd
man/ensemblePredict.Rd
man/nearestneighborimpute.Rd
man/predict.FRESA_FILTERFIT.Rd
man/predict.CLUSTER_CLASS.Rd
man/listTopCorrelatedVariables.Rd
man/baggedModel.Rd
man/improvedResiduals.Rd
man/GMVECluster.Rd
man/reportEquivalentVariables.Rd
man/CoxRiskCalibration.Rd
man/FilterUnivariate.Rd
man/Filter_mRMR.Rd
man/featureAdjustment.Rd
man/bootstrapValidation.Res.Rd
man/rankInverseNormalDataFrame.Rd
man/signatureDistance.Rd
man/ForwardModel.Res.Rd
man/ciStats.Rd
man/getVar.Res.Rd
man/FRESAScale.Rd
man/EmpiricalSurvDiff.Rd
man/bootstrapVarElimination.Res.Rd
man/CalibratedPrediction.Rd
man/BESS.Rd
man/updateModel.Res.Rd
man/uniRankVar.Rd
man/RRPlot.Rd
man/HCLAS_KNN_CLASS.Rd
man/CV_signature.Rd
man/IterartiveDecorrelation.Rd
man/predictForFresa.Rd
man/filteredFit.Rd
man/predict.GMVE.Rd
man/residualForFRESA.Rd
man/predict.GMVE_BSWiMS.Rd
man/predict.FRESAsignature.Rd
man/getDerivedCoefficients.Rd
man/BSWiMS.Rd
man/summary.bootstrapValidation.Rd
man/randomCV.Rd
man/nearestCentroid.Rd
man/plot.bootstrapValidation.Bin.Rd
man/bootstrapVarElimination.Bin.Rd
man/predict.FRESA_BOOST.Rd
man/GMVEBSWiMS.Rd
man/ForwardModel.Bin.Rd
man/modelFitting.Rd
man/predict.bess.Rd
man/plot.bootstrapValidation.Res.Rd
man/getKNNpredictionFromFormula.Rd
man/clusterISODATA.Rd
man/trajectoriesPolyFeatures.Rd
man/predict.FRESA_NAIVEBAYES.Rd
man/predictionStats.Rd
man/updateModel.Bin.Rd
man/TUNED_SVM.Rd
man/predict.FRESA_LASSO.Rd
man/plotModels.ROC.Rd
man/FRESA.Model.Rd
man/heatMaps.Rd
man/crossValidationFeatureSelection.Bin.Rd
man/predict.BAGGS.Rd
man/benchmarking.Rd
man/summary.fitFRESA.Rd
man/predict.LogitCalPred.Rd
man/barPlotCiError.Rd
man/FRESA.CAD-package.Rd
man/crossValidationFeatureSelection.Res.Rd
man/summaryReport.Rd
