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presentation slides - INFORMS NY

presentation slides - INFORMS NY

4.

4. ConcludingRemarks

Different algorithms1) Non-greedy algorithms and two- or three-step aheadsearch.2) Hybrid models, which combine regression and treeMethods (not very popular after the 2000s).3) Boosting or majority voting methods, which generate asequence of trees and classifications and the outcome isdecided democratically.4) Binned trees, in which splits searches are conductedafter discretizing all variables, thus allowing for possiblynon-linear effect searches....— 49 —

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