Carte Statistical Learning Theory Vladimir N. Vapnik

Statistical Learning Theory

Limbă: engleză
Legare: Copertă tare
Disponibilitate: În depozitul extern
Expediem în 10-18 zile
1 175.75 lei
A comprehensive look at learning and generalization theory. The statistical theory of learning and g...

Informații despre carte

Limbă
engleză
Legare
Carte - Copertă tare
Publicat
1998
Pagini
768
EAN
9780471030034
ISBN
0471030031
Enbook ID
04887203
Greutate
1214
Dimensiuni
235 x 163 x 41

Descriere completă

A comprehensive look at learning and generalization theory. The statistical theory of learning and generalization concerns the problem of choosing desired functions on the basis of empirical data. Highly applicable to a variety of computer science and robotics fields, this book offers lucid coverage of the theory as a whole. Presenting a method for determining the necessary and sufficient conditions for consistency of learning process, the author covers function estimates from small data pools, applying these estimations to real-life problems, and much more.

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