additive learners: sneakier split

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Compensation in math is the process of reformulating an addition, subtraction, multiplication, or division problem to one that can be computed more easily mentally. Examples of additive compensation Add 97 + 64

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BART: Bayesian Additive Regression Trees. strained by a regularization prior to be a weak learner, The decision rules are binary splits of the

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Boosting and Additive Trees 10.1 Boosting Methods Boosting is one of the most powerful learning ideas introduced in the last twenty years. It was originally designed for classication problems, but as will be seen in this chapter, it can protably be extended to regression as well. The motivation for boosting was a procedure that combines the

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