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This book contains select chapters on support vector algorithms from different perspectives, including mathematical background, properties of various kernel fun
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A comprehensive introduction to Support Vector Machines and related kernel methods.
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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 a
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An overview of the theory and application of kernel classification methods.