Oblique Random Forests from Recursive Linear Model Splits

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.


Reference manual

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install.packages("obliqueRF")

0.3 by D.N. Splitthoff, 14 years ago


Browse source code at https://github.com/cran/obliqueRF


Authors: Bjoern Menze and Nico Splitthoff


Documentation:   PDF Manual  


GPL (>= 2) license


Depends on stats, ROCR, pls, mda, e1071


See at CRAN