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) <10.1016>").10.1016>
Planned changes in the next version:
- add Rcpp code to make code more efficient.
- add variable importances.
- 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.