API for FRESA.CAD
Feature Selection Algorithms for Computer Aided Diagnosis

Global functions
BSWiMS.model Man page Source code
BinaryBenchmark Man page Source code
CVsignature Man page Source code
ClassMetric95ci Source code
EmpiricalSurvDiff Man page Source code
FRESA.CAD Man page
FRESA.CAD-package Man page
FRESA.Model Man page Source code
FRESAScale Man page Source code
FilterUnivariate Man page
ForwardSelection.Model.Bin Man page Source code
ForwardSelection.Model.Res Man page Source code
KNN_method Man page Source code
LASSO Man page
LASSO_1SE Man page Source code
LASSO_MIN Man page Source code
LM_RIDGE_MIN Man page Source code
MAE95ci Source code
NAIVE_BAYES Man page Source code
OrdinalBenchmark Man page Source code
RegresionBenchmark Man page Source code
backVarElimination_Bin Man page Source code
backVarElimination_Res Man page Source code
baggedModel Man page Source code
barPlotCiError Man page Source code
bootstrapValidation_Bin Man page Source code
bootstrapValidation_Res Man page Source code
bootstrapVarElimination_Bin Man page Source code
bootstrapVarElimination_Res Man page Source code
cancerVarNames Man page
correlated_Remove Man page Source code
correlated_RemoveToLimit Source code
crossValidationFeatureSelection_Bin Man page Source code
crossValidationFeatureSelection_Res Man page Source code
ensemblePredict Man page Source code
featureAdjustment Man page Source code
getKNNpredictionFromFormula Man page Source code
getSignature Man page Source code
getVar.Bin Man page Source code
getVar.Res Man page Source code
heatMaps Man page Source code
improvedResiduals Man page Source code
listTopCorrelatedVariables Man page Source code
mRMR.classic_FRESA Man page Source code
modelFitting Man page Source code
nearestNeighborImpute Man page Source code
orderFeatures Source code
plot Man page
plot.FRESA_benchmark Man page Source code
plot.bootstrapValidation_Bin Man page Source code
plot.bootstrapValidation_Res Man page Source code
plotModels.ROC Man page Source code
predict Man page
predict.FRESAKNN Man page Source code
predict.FRESA_LASSO Man page Source code
predict.FRESA_NAIVEBAYES Man page Source code
predict.FRESA_RIDGE Man page Source code
predict.FRESAsignature Man page Source code
predict.fitFRESA Man page Source code
predictionStats_binary Man page Source code
predictionStats_ordinal Man page Source code
predictionStats_regression Man page Source code
randomCV Man page Source code
rankInverseNormalDataFrame Man page Source code
reportEquivalentVariables Man page Source code
residualForFRESA Man page Source code
signatureDistance Man page Source code
sperman95ci Source code
summary Man page
summary.bootstrapValidation_Bin Man page Source code
summary.fitFRESA Man page Source code
summaryReport Man page Source code
timeSerieAnalysis Man page Source code
trajectoriesPolyFeatures Source code
uniRankVar Man page Source code
univariateRankVariables Man page Source code
univariate_Logit Man page Source code
univariate_Wilcoxon Man page Source code
univariate_correlation Man page Source code
univariate_residual Man page Source code
univariate_tstudent Man page Source code
update Man page
update.uniRankVar Man page Source code
updateModel.Bin Man page Source code
updateModel.Res Man page Source code
FRESA.CAD documentation built on Nov. 27, 2018, 9:04 a.m.