A Fast Implementation of Random Forests


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Documentation for package ‘ranger’ version 0.16.0

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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
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