The Nature of Statistical Learning Theory 豆 9.0分

资源最后更新于 2020-09-05 22:00:10

作者：Vladimir Vapnik

出版社：Springer

出版日期：1999-01

ISBN：9780387987804

文件格式： pdf

标签： 统计学习 机器学习 Statistics 统计学 数学 人工智能 Theory Learning

简介· · · · · ·

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 i...