EPX - 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)
<doi:10.1214/14-AOAS778>, Tomal et al. (2016)
<doi:10.1021/acs.jcim.5b00663>, and Tomal et al. (2019)
<arXiv:1706.06971> for more details.
