Machine Learning Classic: Parsimonious Binary Classification Trees
Get your hands on a classic technical report outlining a three-step method of construction binary decision trees for multiple classification problems. By Leo Breiman and Charles J. Stone. A three-step method of construction binary decision trees for multiple classification problems is presented. First a splitting rule is defined in terms of a generalization of Gini's index of diversity.

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