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Explaining the Success of Nearest Neighbor Methods in Prediction - Foundations and Trends (R) in Machine Learning
George H. Chen
Explaining the Success of Nearest Neighbor Methods in Prediction - Foundations and Trends (R) in Machine Learning
George H. Chen
Many modern methods for prediction leverage nearest neighbour search to find past training examples most similar to a test example, an idea that dates back in text to at least the 11th century and has stood the test of time. This monograph explains the success of these methods, both in theory and in practice.
264 pages
Mídia | Livros Paperback Book (Livro de capa flexível e brochura) |
Lançado | 31 de maio de 2018 |
ISBN13 | 9781680834543 |
Editoras | now publishers Inc |
Páginas | 264 |
Dimensões | 376 g |
Idioma | English |
Ver tudo de George H. Chen ( por exemplo Paperback Book )