Knowledge Discovery with Support Vector Machines

Knowledge Discovery with Support Vector Machines

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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… (more)

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Book Details  


Publisher: Wiley-Interscience (September 20, 2011)

Format: EPUB

Page count: 246 pages

File size: 7.7 MB

Protection: DRM

Language: English


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