Fit and Deploy Rotation Forest Models

Fit and deploy rotation forest models ("Rodriguez, J.J., Kuncheva, L.I., 2006. Rotation forest: A new classifier ensemble method. IEEE Trans. Pattern Anal. Mach. Intell. 28, 1619-1630 ") for binary classification. Rotation forest is an ensemble method where each base classifier (tree) is fit on the principal components of the variables of random partitions of the feature set.


Reference manual

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install.packages("rotationForest")

0.1.3 by Michel Ballings, 9 years ago


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


Authors: Michel Ballings and Dirk Van den Poel


Documentation:   PDF Manual  


GPL (>= 2) license


Imports rpart


Suggested by mlr.


See at CRAN