Kniha Statistical Learning Theory Vladimir N. Vapnik

Statistical Learning Theory

Jazyk: Angličtina
Vazba: Pevná
Dostupnost: Skladem u dodavatele
Odesíláme za 10-18 dnů
5 114
A comprehensive look at learning and generalization theory. The statistical theory of learning and g...

Informace o knize

Jazyk
Angličtina
Vazba
Kniha - Pevná
Vydáno
1998
Stránek
768
EAN
9780471030034
ISBN
0471030031
Enbook ID
04887203
Hmotnost
1214
Rozměry
235 x 163 x 41

Kompletní popis

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.

Mohlo by vás zajímat

Statistics

Patti Frazer Lock
1 393

Density Ratio Estimation in Machine Learning

Masashi (Tokyo Institute of Technology) Sugiyama
1 277
3 200

Sound of Supercars

A C Pinnington
351
538

Sugarcane Biofuels

Imtiaz Ahmed Khan
3 426

Year 3

Collins
2 223
354

Barbecue

Gina Steer
329
525
470

Sleep

Dietmar Hank
1 098
191

Zákaznicí kteří koupili tuto knihu koupili také

Die Armenische Kirche

Aram I. Keshishian
351
152

Peterburg

Andrej Belyj
318
337
319

El Greco

Scholz-Hänsel
508
358

Praštěnej krávou

Joseph Mitchell
223