Enumerating Distinct Decision Trees

ICML 2017 Salvatore Ruggieri

The search space for the feature selection problem in decision tree learning is the lattice of subsets of the available features. We provide an exact enumeration procedure of the subsets that lead to all and only the distinct decision trees... (read more)

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