Statistical Learning Theory读书介绍

类别	页数	译者	网友评分	年代	出版社
书籍	768页		9.5	2020	Wiley-Interscience

定价	出版日期	最近访问	访问指数
USD 221.00	2020-02-20 …	2020-03-07 …	43

主题/类型/题材/标签

统计学习,机器学习,Statistics,MachineLearning,数学,Vapnik,统计学,Theory,

作者

Vladimir N. Vapnik ISBN:9780471030034 原作名/别名:《》

内容和作者简介

Statistical Learning Theory摘要

作者简介

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.

本书后续版本

未发行或暂未收录

喜欢读〖Statistical Learning Theory〗的人也喜欢：

Algebraic Geometry and Statistical Learning Theory 统计学习,机器学习,数学,代数几何,计算机科学,统计,计算机-ai,计算,　2020-02-20 …

The Elements of Statistical Learning 机器学习,统计学习,数据挖掘,统计学,Statistics,数学,Learning,Data-Mining,　2020-02-20 …

Statistical Learning Theory 统计学习,机器学习,Statistics,MachineLearning,数学,Vapnik,统计学,Theory,　2020-02-20 …

Statistical Decision Theory and Bayesian Analysis 数学,统计,貌似很难下到,统计推断,统计学,　2020-02-20 …

An Introduction to Statistical Learning 机器学习,统计学习,R,统计,数据分析,Statistics,统计学,machine_learning,　2020-02-20 …

Statistical Learning Theory 　2020-02-20 …

The Elements of Statistical Learning 机器学习,统计学习,Statistics,统计,数据挖掘,统计学,数学,Data-Mining,　2020-02-20 …

The Nature Of Statistical Learning Theory 人工智能/机器学习,　2020-02-20 …

Statistical Learning with Sparsity Statistics,sparsity,机器学习,lasso,统计学习,统计,大数据,统计学,　2020-02-20 …

An Elementary Introduction to Statistical Learning 机器学习,统计学习,数学,machine_learning,MachineLearning,统计学,统计哲学,归纳逻辑,　2020-02-20 …