API for FRESA.CAD
Feature Selection Algorithms for Computer Aided Diagnosis
| Global functions | |
|---|---|
| BESS | Man page Source code |
| BESS_EBIC | Man page Source code |
| BESS_GSECTION | Man page Source code |
| BSWiMS.model | Man page Source code |
| BinaryBenchmark | Man page Source code |
| CVsignature | Man page Source code |
| CalibrationProbPoissonRisk | Man page Source code |
| ClassMetric95ci | Man page Source code |
| ClustClass | Man page Source code |
| CoxBenchmark | Man page Source code |
| CoxRiskCalibration | 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 | Man page Source code |
| GLMNET_ELASTICNET_MIN | Man page Source code |
| GLMNET_RIDGE_1SE | Man page 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 |
| IDeA | Man page Source code |
| ILAA | 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 | Man page Source code |
| MultUnivariateCox | Source code |
| NAIVE_BAYES | Man page Source code |
| OrdinalBenchmark | Man page Source code |
| RRPlot | Man page Source code |
| RegresionBenchmark | Man page Source code |
| TUNED_SVM | Man page Source code |
| adjustProb | 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 | Man page 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 |
| expectedEventsPerInterval | Man page Source code |
| featureAdjustment | Man page Source code |
| filteredFit | Man page Source code |
| getKNNpredictionFromFormula | Man page |
| getLatentCoefficients | Man page Source code |
| getMedianLogisticCalibratedPrediction | Man page Source code |
| getMedianSurvCalibratedPrediction | Man page Source code |
| getObservedCoef | Man page Source code |
| getSignature | Man page Source code |
| getVar.Bin | Man page |
| getVar.Res | Man page |
| getlatentCharFormula | Source code |
| 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 |
| meanTimeToEvent | Man page Source code |
| metric95ci | Man page 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 |
| ppoisGzero | 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 |
| predictDecorrelate | Man page Source code |
| 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 | Man page 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_BinEnsemble | Man page Source code |
| univariate_DTS | Man page Source code |
| univariate_KS | Man page Source code |
| univariate_Logit | Man page Source code |
| univariate_Strata | Man page Source code |
| univariate_Wilcoxon | Man page Source code |
| univariate_correlation | Man page Source code |
| univariate_cox | Man page Source code |
| univariate_filter | 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 |
