/ensemble-selection

Implemented Ensemble Selection for Library of Models by Rich Caruana et al.

Primary LanguagePython

Ensemble Selection for Library of Models

Paper by Rich Caruana et al.

Why Ensemble Selection?

  • Demonstrated better performance in Kaggle and other ML competitions
  • Easy application - train a bunch of models, apply selection, get ensemble
  • Suitable for neural networks

TO DO:

  • improve implemented selection algorithm
  • include modified examples (current one sensitive)
  • include performance plot