Knowledge Discovery with Support Vector Machines 在線電子書 pdf 下載 txt下載 epub 下載 mobi 下載 2025

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Lutz H. Hamel 作者

Wiley-Interscience

譯者

2009-8-3 出版日期

246 頁數

USD 126.00 價格

Hardcover

叢書系列

9780470371923 圖書編碼

Knowledge Discovery with Support Vector Machines 在線電子書圖書標籤: AI

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發表於2025-01-24

Knowledge Discovery with Support Vector Machines 在線電子書 epub 下載 mobi 下載 pdf 下載 txt 下載 2025

Knowledge Discovery with Support Vector Machines 在線電子書 epub 下載 pdf 下載 mobi 下載 txt 下載 2025

Knowledge Discovery with Support Vector Machines 在線電子書 pdf 下載 txt下載 epub 下載 mobi 下載 2025

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Knowledge Discovery with Support Vector Machines 在線電子書 pdf 下載 txt下載 epub 下載 mobi 在線電子書下載

Knowledge Discovery with Support Vector Machines 在線電子書圖書描述

An easy-to-follow introduction to support vector machines This book provides an in-depth, easy-to-follow introduction to support vector machines drawing only from minimal, carefully motivated technical and mathematical background material. It begins with a cohesive discussion of machine learning and goes on to cover: Knowledge discovery environments Describing data mathematically Linear decision surfaces and functions Perceptron learning Maximum margin classifiers Support vector machines Elements of statistical learning theory Multi-class classification Regression with support vector machines Novelty detection Complemented with hands-on exercises, algorithm descriptions, and data sets, Knowledge Discovery with Support Vector Machines is an invaluable textbook for advanced undergraduate and graduate courses. It is also an excellent tutorial on support vector machines for professionals who are pursuing research in machine learning and related areas.

Knowledge Discovery with Support Vector Machines 在線電子書下載 mobi epub pdf txt 在線電子書下載

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