API for smartdata
Data Preprocessing
| Global functions | |
|---|---|
| %>% | Man page |
| checkInDataset | Source code |
| checkListArguments | Source code |
| clean_noise | Man page Source code |
| clean_outliers | Man page Source code |
| discretize | Man page Source code |
| doDiscretization | Source code |
| doDiscretization.discretization | Source code |
| doDiscretization.infotheo | Source code |
| doFeatSelection | Source code |
| doFeatSelection.Boruta | Source code |
| doFeatSelection.FSelector | Source code |
| doInstSelection | Source code |
| doInstSelection.RoughSets | Source code |
| doInstSelection.class | Source code |
| doInstSelection.unbalanced | Source code |
| doMissingValues | Source code |
| doMissingValues.Amelia | Source code |
| doMissingValues.DMwR | Source code |
| doMissingValues.VIM | Source code |
| doMissingValues.denoiseR | Source code |
| doMissingValues.mice | Source code |
| doMissingValues.missForest | Source code |
| doMissingValues.missMDA | Source code |
| doNoiseClean | Source code |
| doNoiseClean.NoiseFiltersR | Source code |
| doNormalization | Source code |
| doNormalization.clusterSim | Source code |
| doNormalization.dprep | Source code |
| doOutliersClean | Source code |
| doOutliersClean.MVN | Source code |
| doOutliersClean.outliers | Source code |
| doOversampling | Source code |
| doOversampling.imbalance | Source code |
| doSpaceTransformation | Source code |
| doSpaceTransformation.adaptiveGPCA | Source code |
| doSpaceTransformation.lle | Source code |
| feature_selection | Man page Source code |
| impute_missing | Man page Source code |
| instance_selection | Man page Source code |
| mapArguments | Source code |
| mapMethod | Source code |
| mergeDatasets | Source code |
| normalize | Man page Source code |
| oversample | Man page Source code |
| preprocess | Source code |
| preprocess.discretization | Source code |
| preprocess.featureSelection | Source code |
| preprocess.instanceSelection | Source code |
| preprocess.missingValues | Source code |
| preprocess.noise | Source code |
| preprocess.normalization | Source code |
| preprocess.outliers | Source code |
| preprocess.oversampling | Source code |
| preprocess.spaceTransformation | Source code |
| preprocessingTask | Source code |
| smartdata | Man page |
| space_transformation | Man page Source code |
| which_options | Man page Source code |
