API for yhhc2/machinelearnr
Package with various functions for preprocessing, clustering, and classification
| Global functions | |
|---|---|
| AddColBinnedToBinary | Man page Source code |
| AddColBinnedToQuartiles | Man page Source code |
| AddPCsToEnd | Man page Source code |
| CVPredictionsRandomForest | Man page Source code |
| CVRandomForestClassificationMatrixForPheatmap | Man page Source code |
| CalcOptimalNumClustersForKMeans | Man page Source code |
| ConvertDataToPercentiles | Man page Source code |
| CorAssoTestMultipleWithErrorHandling | Man page Source code |
| DownSampleDataframe | Man page Source code |
| GenerateElbowPlotPCA | Man page Source code |
| GenerateExampleDataMachinelearnr | Man page Source code |
| GeneratePC1andPC2PlotsWithAndWithoutOutliers | Man page Source code |
| GenerateParcoordForClusters | Man page Source code |
| HierarchicalClustering | Man page Source code |
| LOOCVPredictionsRandomForestAutomaticMtryAndNtree | Man page Source code |
| LOOCVRandomForestClassificationMatrixForPheatmap | Man page Source code |
| Log2TargetDensityPlotComparison | Man page Source code |
| LookAtPCFeatureLoadings | Man page Source code |
| MultipleColumnsNormalCheckThenBoxCox | Man page Source code |
| NormalCheckThenBoxCoxTransform | Man page Source code |
| RandomForestAutomaticMtryAndNtree | Man page Source code |
| RandomForestClassificationGiniMatrixForPheatmap | Man page Source code |
| RandomForestClassificationPercentileMatrixForPheatmap | Man page Source code |
| RanomlySelectOneRowForEach | Man page Source code |
| RecodeIdentifier | Man page Source code |
| RemoveColWithAllZeros | Man page Source code |
| RemoveRowsBasedOnCol | Man page Source code |
| RemoveSamplesWithInstability | Man page Source code |
| SplitIntoTrainTest | Man page Source code |
| StabilityTestingAcrossVisits | Man page Source code |
| SubsetDataByContinuousCol | Man page Source code |
| TwoSampleTTest | Man page Source code |
| ZScoreChallengeOutliers | Man page Source code |
| captureSessionInfo | Man page Source code |
| correlation.association.test | Man page Source code |
| describeNumericalColumns | Man page Source code |
| describeNumericalColumnsWithLevels | Man page Source code |
| eval.classification.results | Man page Source code |
| find.best.number.of.trees | Man page Source code |
| generate.2D.clustering.with.labeled.subgroup | Man page Source code |
| generate.3D.clustering.with.labeled.subgroup | Man page Source code |
| generate.descriptive.plots | Man page Source code |
| generate.descriptive.plots.save.pdf | Man page Source code |
| generate.plots.comparing.clusters | Man page Source code |
