Gérard Biau,Luc Devroye's Lectures on the Nearest Neighbor Method (Springer Series in PDF

By Gérard Biau,Luc Devroye

This textual content provides a wide-ranging and rigorous assessment of nearest neighbor equipment, some of the most very important paradigms in computer studying. Now in a single self-contained quantity, this ebook systematically covers key statistical, probabilistic, combinatorial and geometric rules for realizing, examining and constructing nearest neighbor methods.

Gérard Biau is a professor at Université Pierre et Marie Curie (Paris). Luc Devroye is a professor on the tuition of computing device technology at McGill college (Montreal).   

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Lectures on the Nearest Neighbor Method (Springer Series in the Data Sciences) by Gérard Biau,Luc Devroye

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