Explainable Models via Compression of Tree Ensembles

Siwen Yan, Sriraam Natarajan, Saket Joshi +2

Ensemble models (bagging and gradient-boosting) of relational decision trees have proved to be one of the most effective learning methods in the area of probabilistic logic models…