Items related to Statistical Learning from a Regression Perspective

Statistical Learning from a Regression Perspective - Softcover

 
9783319440491: Statistical Learning from a Regression Perspective

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Synopsis

Statistical Learning as a Regression Problem.- Splines, Smoothers, and Kernels.- Classification and Regression Trees (CART).- Bagging.- Random Forests.- Boosting.- Support Vector Machines.- Some Other Procedures Briefly.- Broader Implications and a Bit of Craft Lore.

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