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obliqueRF (version 0.3)

Oblique Random Forests from Recursive Linear Model Splits

Description

Random forest with oblique decision trees for binary classification tasks. Discriminative node models in the tree are based on: ridge regression, partial least squares regression, logistic regression, linear support vector machines, or random coefficients.

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Version

Install

install.packages('obliqueRF')

Monthly Downloads

25

Version

0.3

License

GPL (>= 2)

Maintainer

DN Splitthoff

Last Published

August 10th, 2012

Functions in obliqueRF (0.3)

orfNews

Show the NEWS file
importance

Extract variable importance measure
predict.obliqueRF

predict method for oblique random forest objects
obliqueRF

Classification with Oblique Random Forest