Download PDF by Nello Cristianini,John Shawe-Taylor: An Introduction to Support Vector Machines and Other

By Nello Cristianini,John Shawe-Taylor

ISBN-10: 0521780195

ISBN-13: 9780521780193

this can be the 1st entire creation to aid Vector Machines (SVMs), a brand new iteration studying method in response to contemporary advances in statistical studying concept. SVMs carry cutting-edge functionality in real-world purposes reminiscent of textual content categorisation, hand-written personality popularity, snapshot class, biosequences research, etc., and are actually verified as one of many commonplace instruments for computer studying and information mining. scholars will locate the publication either stimulating and obtainable, whereas practitioners can be guided easily throughout the fabric required for a superb snatch of the speculation and its functions. The techniques are brought progressively in obtainable and self-contained phases, whereas the presentation is rigorous and thorough. tips to correct literature and websites containing software program make sure that it types an awesome place to begin for extra research. both, the e-book and its linked website will consultant practitioners to up to date literature, new purposes, and online software.

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An Introduction to Support Vector Machines and Other Kernel-based Learning Methods by Nello Cristianini,John Shawe-Taylor


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