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

By Nello Cristianini,John Shawe-Taylor

ISBN-10: 0521780195

ISBN-13: 9780521780193

this can be the 1st finished advent to aid Vector Machines (SVMs), a brand new iteration studying procedure in line with contemporary advances in statistical studying idea. SVMs carry cutting-edge functionality in real-world functions corresponding to textual content categorisation, hand-written personality attractiveness, picture class, biosequences research, etc., and are actually confirmed as one of many ordinary instruments for laptop studying and knowledge mining. scholars will locate the ebook either stimulating and obtainable, whereas practitioners may be guided easily throughout the fabric required for a very good clutch of the idea and its functions. The techniques are brought progressively in obtainable and self-contained levels, whereas the presentation is rigorous and thorough. tips that could suitable literature and sites containing software program make sure that it types an awesome place to begin for extra research. both, the publication and its linked site 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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