Improved prediction rule ensembling through model-based data generation

Benny Markovitch, Marjolein Fokkema

Prediction rule ensembles (PRE) provide interpretable prediction models with relatively high accuracy.PRE obtain a large set of decision rules from a (boosted) decision tree ensemb…