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CSCI 3202: Introduction to AI Decision Trees

CSCI 3202: Introduction to AI Decision Trees. Greg Grudic (Notes borrowed from Thomas G. Dietterich and Tom Mitchell). Outline. Decision Tree Representations ID3 and C4.5 learning algorithms (Quinlan 1986) CART learning algorithm (Breiman et al. 1985) Entropy, Information Gain Overfitting.

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CSCI 3202: Introduction to AI Decision Trees