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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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

Knowledge Discovery with Support Vector Machines 在线电子书图书标签: AI

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发表于2024-11-11

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

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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.

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

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