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rotationForest (version 0.1.3)

Fit and Deploy Rotation Forest Models

Description

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.

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Version

Install

install.packages('rotationForest')

Monthly Downloads

844

Version

0.1.3

License

GPL (>= 2)

Maintainer

Last Published

April 16th, 2017

Functions in rotationForest (0.1.3)

predict.rotationForest

Predict method for rotationForest objects
rotationForest

Binary classification with Rotation Forest (Rodriguez en Kuncheva, 2006)
rotationForestNews

Display the NEWS file