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) ").


News

Planned changes in the next version:

  • add Rcpp code to make code more efficient.
  • add variable importances.

Change log:

  • Version 0.1.1: February 2017
  • Bug fix with NA values when creating artificial samples.
  • Version 0.1.0: February 2017
  • Package submitted to CRAN with main functions DECORATE and predict.

Reference manual

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install.packages("DecorateR")

0.1.2 by Matthias Bogaert, 9 days ago


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


Authors: Matthias Bogaert


Documentation:   PDF Manual  


GPL (>= 2) license


Imports RWeka, RWekajars, rJava, stats


See at CRAN