Learn R Programming

DecorateR (version 0.1.2)

Fit and Deploy DECORATE Trees

Description

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) ").

Copy Link

Version

Install

install.packages('DecorateR')

Monthly Downloads

173

Version

0.1.2

License

GPL (>= 2)

Maintainer

Matthias Bogaert

Last Published

November 20th, 2020

Functions in DecorateR (0.1.2)

predict.DECORATE

Predict method for DECORATE objects
DECORATE

Binary classification with DECORATE (Melville and Mooney, 2005)