Knowledge Discovery with Support Vector Machines 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2024


Knowledge Discovery with Support Vector Machines

简体网页||繁体网页
Lutz H. Hamel 作者
Wiley-Interscience
译者
2009-8-3 出版日期
246 页数
USD 126.00 价格
Hardcover
丛书系列
9780470371923 图书编码

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发表于2024-11-25


Knowledge Discovery with Support Vector Machines 在线电子书 epub 下载 mobi 下载 pdf 下载 txt 下载 2024

Knowledge Discovery with Support Vector Machines 在线电子书 epub 下载 mobi 下载 pdf 下载 txt 下载 2024

Knowledge Discovery with Support Vector Machines 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2024



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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.

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