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

Global functions
BESS Man page Source code
BESS_GIC Source code
BESS_GSECTION Man page Source code
BSWiMS.model Man page Source code
BinaryBenchmark Man page Source code
CVsignature Man page Source code
ClassMetric95ci Source code
ClustClass Man page Source code
CoxBenchmark Man page 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
GLMNET Man page Source code
GLMNET_ELASTICNET_1SE Source code
GLMNET_ELASTICNET_MIN Man page Source code
GLMNET_RIDGE_1SE Source code
GLMNET_RIDGE_MIN Man page Source code
GMVEBSWiMS Man page Source code
GMVECluster Man page Source code
HLCM Man page Source code
HLCM_EM Man page Source code
KNN_method Man page Source code
LASSO_1SE Man page Source code
LASSO_MIN Man page Source code
LM_RIDGE_MIN Man page Source code
MAE95ci Source code
MultUnivariateCox Source code
NAIVE_BAYES Man page Source code
OrdinalBenchmark Man page Source code
RegresionBenchmark Man page Source code
TUNED_SVM Man page Source code
backVarElimination_Bin Man page
backVarElimination_Res Man page
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
bootstrapVarElimination_Res Man page
cancerVarNames Man page
clusterISODATA Man page Source code
concordance95ci Source code
corcen95ci Source code
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
featureAdjustment Man page Source code
filteredFit Man page Source code
getKNNpredictionFromFormula Man page
getSignature Man page Source code
getVar.Bin Man page
getVar.Res Man page
heatMaps Man page Source code
improvedResiduals Man page
jaccardMatrix Man page Source code
listTopCorrelatedVariables Man page Source code
mRMR.classic_FRESA Man page Source code
metric95ci Source code
modelFitting Man page
nearestCentroid 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.CLUSTER_CLASS Man page Source code
predict.FRESAKNN Man page Source code
predict.FRESA_BESS Man page Source code
predict.FRESA_FILTERFIT Man page Source code
predict.FRESA_GLMNET Man page Source code
predict.FRESA_HLCM Man page Source code
predict.FRESA_NAIVEBAYES Man page Source code
predict.FRESA_RIDGE Man page Source code
predict.FRESA_SVM Man page Source code
predict.FRESAsignature Man page Source code
predict.GMVE Man page Source code
predict.GMVE_BSWiMS Man page Source code
predict.fitFRESA Man page
predictionStats_binary Man page Source code
predictionStats_ordinal Man page Source code
predictionStats_regression Man page Source code
predictionStats_survival Man page Source code
randomCV Man page Source code
rankInverseNormalDataFrame Man page Source code
reportEquivalentVariables Man page
residualForFRESA Man page
rpredict Source code
signatureDistance Man page
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 Man page 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_cox 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 Jan. 13, 2021, 3:39 p.m.