Files in FRESA.CAD
Feature Selection Algorithms for Computer Aided Diagnosis

MD5
NEWS
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/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/EmpiricalSurvDiff.r R/ForwardSelection.Model.Res.R R/improvedResiduals.R R/jaccard.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/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/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/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/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/FilterUnivariate.Rd man/Filter_mRMR.Rd man/featureAdjustment.Rd man/bootstrapValidation.Res.Rd man/rankInverseNormalDataFrame.Rd man/signatureDistance.Rd man/ForwardModel.Res.Rd man/getVar.Res.Rd man/FRESAScale.Rd man/EmpiricalSurvDiff.Rd man/bootstrapVarElimination.Res.Rd man/BESS.Rd man/updateModel.Res.Rd man/uniRankVar.Rd man/HCLAS_KNN_CLASS.Rd man/CV_signature.Rd man/predictForFresa.Rd man/filteredFit.Rd man/predict.GMVE.Rd man/residualForFRESA.Rd man/predict.GMVE_BSWiMS.Rd man/predict.FRESAsignature.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/benchmarking.Rd man/summary.fitFRESA.Rd man/barPlotCiError.Rd man/FRESA.CAD-package.Rd man/crossValidationFeatureSelection.Res.Rd man/summaryReport.Rd
FRESA.CAD documentation built on Jan. 13, 2021, 3:39 p.m.