Lectures on the Nearest Neighbor Method
Springer International Publishing, 2015
Összefoglaló
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. Gérard Biau is a professor at Université Pierre et Marie Curie (Paris). Luc Devroye is a professor at the School of Computer Science at McGill University (Montreal).
angol･300 oldal･félvászon
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- angol
- 300 oldal
- Kötés: félvászon
- ISBN: 3319253867
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