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obliqueRF (version 0.2)

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

8

Version

0.2

License

GPL (>= 2)

Maintainer

Bjoern Menze and DN Splitthoff nicosplitthoffgmxde

Last Published

September 7th, 2011

Functions in obliqueRF (0.2)

obliqueRF

Classification with Oblique Random Forest
orfNews

Show the NEWS file
predict.obliqueRF

predict method for oblique random forest objects
importance

Extract variable importance measure