Sparsity in Optimal Randomized Classification Trees

Rafael Blanquero, Emilio Carrizosa, Cristina Molero-Río +1

Decision trees are popular Classification and Regression tools and, when small-sized, easy to interpret. Traditionally, a greedy approach has been used to build the trees, yielding…