Lectures on the nearest neighbor method/

Biau, Gérard

Lectures on the nearest neighbor method/ Gerard Biau, Luc Devroye. - ix, 290 pages: illustrations; 25 cm. - Springer series in the data sciences. . - Springer series in the data sciences. .

Includes bibliographical references (pages 279-285) and index.

"This text presents a wide-ranging and rigorous overview of nearest neighbor methods, one of the most important paradigms in machine learning. Now in one self-contained volume, this book systematically covers key statistical, probabilistic, combinatorial and geometric ideas for understanding, analyzing and developing nearest neighbor methods." -- Back cover .

9783319253862 3319253867 9783319253886 3319253883


Nearest neighbor analysis (Statistics)

519.2 / B579l
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