A Fast Implementation of Random Forests
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Documentation for package ‘ranger’ version 0.17.0
Help Pages
| csrf | Case-specific random forests. |
| deforest | Deforesting a random forest |
| deforest.ranger | Deforesting a random forest |
| getTerminalNodeIDs | Get terminal node IDs (deprecated) |
| holdoutRF | Hold-out random forests |
| hshrink | Hierarchical shrinkage |
| importance | ranger variable importance |
| importance.ranger | ranger variable importance |
| importance_pvalues | ranger variable importance p-values |
| parse.formula | Parse formula |
| predict.ranger | Ranger prediction |
| predict.ranger.forest | Ranger prediction |
| predictions | Ranger predictions |
| predictions.ranger | Ranger predictions |
| predictions.ranger.prediction | Ranger predictions |
| print.deforest.ranger | Print deforested ranger summary |
| print.ranger | Print Ranger |
| print.ranger.forest | Print Ranger forest |
| print.ranger.prediction | Print Ranger prediction |
| ranger | Ranger |
| timepoints | Ranger timepoints |
| timepoints.ranger | Ranger timepoints |
| timepoints.ranger.prediction | Ranger timepoints |
| treeInfo | Tree information in human readable format |