TreeExtra is a set of tools implementing the following algorithms:
- Additive Groves - a supervised learning algorithm
- Bagged trees with "multiple counts" feature evaluation
- Interaction detection with Additive Groves
- Feature selection by backward elimination with Additive Groves
- Effect and interaction visualization
Additive Groves is an ensemble of regression trees developed by Daria Sorokina, Rich Caruana and Mirek Riedewald.
Read more at http://additivegroves.net/