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Learning Kernel Classifiers by Ralf Herbrich. Author Ralf Herbrich. The kernel technique takes the linear classifier-a limited, but well-established and comprehensively studied model-and extends its applicability to a wide range of nonlinear pattern-recognition tasks such as natural language processing, machine vision, and biological sequence analysis.
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