The Nature of Statistical Learning Theory (Second Edition)

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Computers - Computer Science
The Nature of Statistical Learning...

The Nature of Statistical Learning Theory (Second Edition)

Name: The Nature of Statistical Learning Theory (Second Edition)
ISBN: 9781441931603

Vladimir N. Vapnik

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ఈ పుస్తకం ఎంతగా నచ్చింది?

దింపుకొన్న ఫైల్ నాణ్యత ఏమిటి?

పుస్తక నాణ్యత అంచనా వేయడాలనుకుంటే దీన్ని దింపుకోండి

దింపుకొన్న ఫైళ్ళ నాణ్యత ఏమిటి?

The aim of this book is to discuss the fundamental ideas which lie behind the statistical theory of learning and generalization. It considers learning as a general problem of function estimation based on empirical data. Omitting proofs and technical details, the author concentrates on discussing the main results of learning theory and their connections to fundamental problems in statistics. This second edition contains three new chapters devoted to further development of the learning theory and SVM techniques. Written in a readable and concise style, the book is intended for statisticians, mathematicians, physicists, and computer scientists.

వర్గాలు:

Computers - Computer Science

సంవత్సరం:

2000

ముద్రణం:

2nd

ప్రచురణకర్త:

Springer

భాష:

english

పేజీల సంఖ్య:

314