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.


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Reference manual

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install.packages("ada")

2.0-5 by Mark Culp, 3 years ago


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


Authors: Mark Culp , Kjell Johnson , and George Michailidis


Documentation:   PDF Manual  


GPL license


Depends on rpart


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

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


See at CRAN