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Tree Ensembles (Stochastic Gradient Boosting) and Classification and Regression Trees: A Winning Combination
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I. Classification and Regression Trees Pros/Cons
II. Stochastic Gradient Boosting: a promising way to overcome the shortcomings of a single tree
III. Introducing Stochastic Gradient Boosting, a powerful modern ensemble of boosted trees
E. Interaction Detection
IV. Advantages of using both Classification and Regression Trees and Tree Ensembles
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