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Learning with Support Vector Machines

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Support Vectors Machines have become a well established tool within machine learning. They work well in practice and have now been used across a wide range of applications from recognizing hand-written digits, to face identification, text categorisation, bioinformatics, and database marketing. In this book we give an introductory overview of this subject. We start with a simple Support Vector Machine for performing binary classification before considering multi-class classification and learning in the presence of noise. We ...

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Learning with Support Vector Machines
2011, Morgan & Claypool Publishers, San Rafael

ISBN-13: 9781608456161


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