Randomer Forest

Documentation for package ‘rerf’ version 1.0

BuildTree	RerF Tree Generator
ComputeSimilarity	Compute Similarities
OOBPredict	Compute out-of-bag predictions
Predict	Compute class predictions for each observation in X
RandMat	Create a Random Matrix
RandMatCat	Create a Random Matrix for use when categorical features are present
RerF	RerF forest Generator
RunOOB	Predict class labels on out-of-bag observations using a single tree.
RunPredict	Predict class labels on a test set using a single tree.
RunPredictLeaf	Calculate similarity using a single tree.
StrCorr	Compute tree strength and correlation