Information gain ratio correction: Improving prediction with more balanced decision tree splits

Antonin Leroux, Matthieu Boussard, Remi Dès

Decision trees algorithms use a gain function to select the best split during the tree's induction. This function is crucial to obtain trees with high predictive accuracy. Some gai…