The R Package Ada for Stochastic Boosting

Performs discrete, real, and gentle boost under both exponential and logistic loss on a given data set. The package ada provides a straightforward, well-documented, and broad boosting routine for classification, ideally suited for small to moderate-sized data sets.


Reference manual

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2.0-5 by Mark Culp, 5 years ago

Browse source code at

Authors: Mark Culp , Kjell Johnson , and George Michailidis

Documentation:   PDF Manual  

GPL license

Depends on rpart

Imported by EZtune, RecordLinkage, aCRM, hybridEnsemble, nproc, traineR.

Suggested by deepboost, fscaret, mlr, pmml, rattle.

See at CRAN