Ensemble of Phalanxes

An ensemble method for the statistical detection of a rare class in two-class classification problems. The method uses an ensemble of classifiers where the constituent models of the ensemble use disjoint subsets (phalanxes) of explanatory variables. We provide an implementation of the phalanx-formation algorithm. Please see Tomal et al. (2015) , Tomal et al. (2016) , and Tomal et al. (2019) for more details.


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install.packages("EPX")

1.0.3 by Jabed Tomal, a month ago


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


Authors: Jabed Tomal [aut, cre] , Grace Hsu [aut] , William Welch [aut] , Marcia Wang [ctb]


Documentation:   PDF Manual  


GPL-3 license


Imports nnet, doParallel, rngtools

Depends on foreach, randomForest, doRNG

Suggests knitr, rmarkdown, testthat


See at CRAN