Springer Verlag New York Inc Books
Books editi da Springer Verlag New York Inc con argomento Computational Learning Theory
The Nature of Statistical Learning Theory
Vapnik Vladimir Naumovich
edizioni Springer-Verlag New York Inc collana Springer-Verlag New York Inc (Hardcover) , 1999
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...