Man pages for rerf
Randomer Forest

BICCutFastFind minimizing BIC Cut for Vector
BICCutMclustFind minimizing BIC Cut for Vector
BuildTreeRerF Tree Generator
checkInputMatrixDetermine if given input can be processed by Urerf.
ComputeSimilarityCompute Similarities
defaultsDefault values passed to RandMat*
FeatureImportanceCompute Feature Importance of a RerF model
flipWeightsChange the sign of the weights
getFeaturesExtract feature indicies from the sparse projection vector.
getWeightsExtract feature weights from the sparse projection vector.
GrowUnsupervisedForestCreates Urerf Tree.
makeACreate rotation matrix used to determine mtry features.
makeABCreate rotation matrix used to determine linear combination...
mnistA subset of the MNIST dataset for handwritten digit...
OOBPredictCompute out-of-bag predictions
PackForestPacks a forest and saves modified forest to disk for use by...
PackPredictCompute class predictions for each observation in X
PredictCompute class predictions for each observation in X
PrintTreeRerF Tree Printer
RandMatBinaryCreate a Random Matrix: Binary
RandMatContinuousCreate a Random Matrix: Continuous
RandMatCustomCreate a Random Matrix: custom
RandMatFRCCreate a Random Matrix: FRC
RandMatFRCNCreate a Random Matrix: FRCN
RandMatImageControlCreate a Random Matrix: image-control
RandMatImagePatchCreate a Random Matrix: image-patch
RandMatPoissonCreate a Random Matrix: Poisson
RandMatRFCreate a Random Matrix: Random Forest (RF)
RandMatTSpatchCreate a Random Matrix: ts-patch
RerFRerF forest Generator
RunFeatureImportanceCompute Feature Importance of a single RerF tree
RunFeatureImportanceBinaryCompute Feature Importance of a single RerF tree
RunFeatureImportanceCountsTabulate the unique feature combinations used in a single...
RunOOBPredict class labels on out-of-bag observations using a...
RunPredictPredict class labels on a test set using a single tree.
RunPredictLeafCalculate similarity using a single tree.
StrCorrCompute tree strength and correlation
TwoMeansCutFind minimizing Two Means Cut for Vector
uniqueByEquivalenceClassRemove unique projections that are equivalent due to a...
UrerfUnsupervised RerF forest Generator
rerf documentation built on May 2, 2019, 8:16 a.m.