DecorateR: Fit and Deploy DECORATE Trees

DECORATE (Diverse Ensemble Creation by Oppositional Relabeling of Artificial Training Examples) builds an ensemble of J48 trees by recursively adding artificial samples of the training data ("Melville, P., & Mooney, R. J. (2005). Creating diversity in ensembles using artificial data. Information Fusion, 6(1), 99-111. <doi:10.1016/j.inffus.2004.04.001>").

Getting started

Package details

AuthorMatthias Bogaert, Michel Ballings and Dirk Van den Poel
MaintainerMatthias Bogaert <[email protected]>
LicenseGPL (>= 2)
Version0.1.1
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("DecorateR")

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DecorateR documentation built on May 29, 2017, 11:22 a.m.