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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
830
Version
0.3-7
License
MPL (>= 2) | GPL (>= 2) | file LICENSE
Issues
1
Pull Requests
0
Stars
0
Forks
0
Repository
https://github.com/suiji/Rborist.CRAN
Homepage
https://github.com/suiji/Arborist
Maintainer
Mark Seligman
Last Published
January 15th, 2024
Functions in Rborist (0.3-7)
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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