Justo Puerto

Weighted Optimal Classification Forests

This paper introduces weighted optimal classification forests (WOCFs), a new family of classifiers that takes advantage of an optimal ensemble of decision trees to derive accurate and interpretable classifiers. We propose a novel mathematical optimization-based methodology that jointly constructs an ensemble of decisio...