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Rborist (version 0.3-7)

Extensible, Parallelizable Implementation of the Random Forest Algorithm

Description

Scalable implementation of classification and regression forests, as described by Breiman (2001), .

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Install

install.packages('Rborist')

Monthly Downloads

751

Version

0.3-7

License

MPL (>= 2) | GPL (>= 2) | file LICENSE

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Last Published

January 15th, 2024

Functions in Rborist (0.3-7)

validate

Separate Validation of Trained Decision Forest
rfTrain

Rapid Decision Tree Training
Export

Exportation Format for rfArb Training Output
expandfe

Expands forest values into front-end readable vectors.
predict.arbTrain

predict method for arbTrain result
Rborist

Rapid Decision Tree Construction and Evaluation
RboristNews

NEWS Displayer for Rborist
Streamline.rfArb

Reducing Memory Footprint of Trained Decision Forest
preformat

Preformatting for Training with Warm Starts
forestWeight

Meinshausen forest weights
presample

Forest-wide Observation Sampling
rfArb

Rapid Decision Tree Construction and Evaluation