The Nature of Statistical Learning Theory 2024 pdf epub mobi 电子书

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发表于2024-12-22

The Nature of Statistical Learning Theory 2024 pdf epub mobi 电子书

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有不对的地方还请大家指正 bow 《统计学习理论的本质》 by Vapnik 函数估计模型没有什么比用一个概率模型描述或然的现实世界更加保险的了,没有什么比用一个函数来描述一个计算过程更加有效的了.因果永远是理性思维最拿手的.X与Y的发生分别服从各自的分布,但如果(y|x)的分布...

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统计学习理论的奠基之作，在支持向量机、机器学习领域的论文的参考文献中出现频率很高的一篇文献。支持向量机就是建立在统计学习理论的基础之上的。读研时还发表了两篇支持向量机相关的论文，当然，此篇亦出现在参考文献之列

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出版者:Springer

作者:Vladimir Vapnik

出品人:

页数:314

译者:

出版时间:1999-11-19

价格:USD 189.00

装帧:Hardcover

isbn号码:9780387987804

丛书系列:

图书标签: 统计学习机器学习 Statistics 统计学数学人工智能 Theory Learning

The Nature of Statistical Learning Theory 2024 pdf epub mobi 电子书图书描述

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 in statistics. This second edition contains three new chapters devoted to further development of the learning theory and SVM techniques. Written in a readable and concise style, the book is intended for statisticians, mathematicians, physicists, and computer scientists.

The Nature of Statistical Learning Theory 2024 pdf epub mobi 电子书

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