Binary Partitions with Approximate Minimum Impurity

Eduardo Sany Laber, Marco Molinaro, Felipe de A. Mello Pereira

Abstract: The problem of splitting attributes is one of the main steps in the construction of decision trees. In order to decide the best split, impurity measures such as Entropy and Gini are widely used. In...