Chapter 9 DECISION TREES
nary class attributes (Dietterich et al., 1996) and (Kearns and Mansour, 1999). The impurity-based function is defined as: DKM(y;S) = 2¢ sµ j¾y=c1Sj jSj ¶ ¢ µ j¾y=c2Sj jSj ¶ It has been theoretically proved (Kearns and Mansour, 1999) that this cri-
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