rotationForest v0.1.3

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by Michel Ballings

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 <doi:10.1109/TPAMI.2006.211>") 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.

Functions in rotationForest

Name Description
predict.rotationForest Predict method for rotationForest objects
rotationForest Binary classification with Rotation Forest (Rodriguez en Kuncheva, 2006)
rotationForestNews Display the NEWS file
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Details

Type Package
Date 2017-04-16
License GPL (>= 2)
RoxygenNote 6.0.1
NeedsCompilation no
Packaged 2017-04-16 15:53:48 UTC; mballin2
Repository CRAN
Date/Publication 2017-04-16 16:49:11 UTC
imports rpart
Contributors Michel Ballings, Dirk den Poel

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