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Ensemble Methods are Doomed to Fail in High Dimensions

By Bob Carpenter

Ensemble methods

By ensemble methods, I (Bob, not Andrew) mean approaches that scatter points in space and then make moves by inteprolating or extrapolating among subsets of them. Two prominent …read more

Source:: http://andrewgelman.com/2017/03/15/ensemble-methods-doomed-fail-high-dimensions/

      



This post first appeared on Measurement Databases For Industry & Science, please read the originial post: here

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Ensemble Methods are Doomed to Fail in High Dimensions

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