A Rectification-Based Approach for Distilling Boosted Trees into Decision Trees

Gilles Audemard, Sylvie Coste-Marquis, Pierre Marquis +2

We present a new approach for distilling boosted trees into decision trees, in the objective of generating an ML model offering an acceptable compromise in terms of predictive perf…