Boosting 在線電子書 pdf 下載 txt下載 epub 下載 mobi 下載 2024

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Robert E. Schapire 作者

The MIT Press

譯者

2012-5-18 出版日期

544 頁數

USD 57.00 價格

Hardcover

Adaptive Computation and Machine Learning 叢書系列

9780262017183 圖書編碼

Boosting 在線電子書圖書標籤: 機器學習 boosting MachineLearning 統計學習模式識彆計算機泛化誤差數據挖掘

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發表於2024-06-28

Boosting 在線電子書 epub 下載 mobi 下載 pdf 下載 txt 下載 2024

Boosting 在線電子書 epub 下載 pdf 下載 mobi 下載 txt 下載 2024

Boosting 在線電子書 pdf 下載 txt下載 epub 下載 mobi 下載 2024

Boosting 在線電子書用戶評價

評分☆☆☆☆☆

作為boosting的發明人，其實他自己也不是很懂boosting。

評分☆☆☆☆☆

boosting講得跟係統，不可否認的是實用性較差，雖然也有僞代碼，但誤差分析占瞭大部分內容，五星給第二部分，把boosting和game theory, svm, lr都結閤起來瞭，有點兒數學美感的意思

評分☆☆☆☆☆

作為boosting的發明人，其實他自己也不是很懂boosting。

評分☆☆☆☆☆

書寫的比較基礎，以boosting入手來分析，順道寫瞭幾章個人認為冗餘的理論 ps要不是寫作業要看，我估計真不會仔細看

Boosting 在線電子書著者簡介

Boosting 在線電子書 pdf 下載 txt下載 epub 下載 mobi 在線電子書下載

Boosting 在線電子書圖書描述

Boosting is an approach to machine learning based on the idea of creating a highly accurate predictor by combining many weak and inaccurate "rules of thumb." A remarkably rich theory has evolved around boosting, with connections to a range of topics, including statistics, game theory, convex optimization, and information geometry. Boosting algorithms have also enjoyed practical success in such fields as biology, vision, and speech processing. At various times in its history, boosting has been perceived as mysterious, controversial, even paradoxical. This book, written by the inventors of the method, brings together, organizes, simplifies, and substantially extends two decades of research on boosting, presenting both theory and applications in a way that is accessible to readers from diverse backgrounds while also providing an authoritative reference for advanced researchers. With its introductory treatment of all material and its inclusion of exercises in every chapter, the book is appropriate for course use as well. The book begins with a general introduction to machine learning algorithms and their analysis; then explores the core theory of boosting, especially its ability to generalize; examines some of the myriad other theoretical viewpoints that help to explain and understand boosting; provides practical extensions of boosting for more complex learning problems; and finally presents a number of advanced theoretical topics. Numerous applications and practical illustrations are offered throughout.

Boosting 在線電子書下載 mobi epub pdf txt 在線電子書下載

想要找書就要到圖書目錄大全

book.wenda123.org

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