Mario Boley

Sparse oblique rule boosting for simpler additive rule ensembles

Abstract Small additive ensembles of symbolic rules offer interpretable prediction models. Traditionally, these ensembles use rule conditions based on conjunctions of simple threshold propositions $$x \ge t$$ on a single input variable x and threshold t , resulting geometrically...