A Probabilistic Theory of Pattern Recognition (Stochastic Modelling and Applied Probability) pdf epub mobi txt 電子書下載2025

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出版者:Springer

作者:Luc Devroye

出品人:

頁數:651

译者:

出版時間:1996-04-04

價格:USD 109.00

裝幀:Hardcover

isbn號碼:9780387946184

叢書系列:

圖書標籤:

機器學習
模式識彆
pattern_recognition
Statistics
概率論與統計學
統計學習
統計
計算機技術

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A self-contained and coherent account of probabilistic techniques, covering: distance measures, kernel rules, nearest neighbour rules, Vapnik-Chervonenkis theory, parametric classification, and feature extraction. Each chapter concludes with problems and exercises to further the readers understanding. Both research workers and graduate students will benefit from this wide-ranging and up-to-date account of a fast- moving field.