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Statistical Learning from a Regression Perspective

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Description:

(ID 151932805)
Statistical learning as a regression problem.- Regression splines and regression smoothers.- Classification and regression trees (CART).- Bagging.- Random forests.- Boosting.- Support vector machines.- Broader implications and a bit of craft lore.
EAN/ISBN : 9780387775012
Publisher(s): Springer, Berlin, Springer, New York
Discussed keywords: Regression (Statistik)
Format: ePub/PDF

Author(s): Berk, Richard A.

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