The Nature Of Statistical Learning Theory

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《统计学习理论的本质》英文版
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作者：Vladimir N. Vapnik
The 2nd edition.2000 Springer

摘要/内容：

Introduction: Four Periods in the Research of the Learning Problem
1.Setting of the Learning Problem
2.Consistency of Learning Processes
3.Bounds on the Rate of Convergence of Learning Process
4.Controlling the Generalization Ability of Learning Process
5.Methods of Pattern Recognition
6.Methods of Function Estimation
7.Discrete Methods in Statistical Learning Theory
8.The Vicinal Risk Minimization Principle and the SVMs
9.Conclusion: What is Important in Learning Theory?

The Nature of Stastical Learning Theory_2Ed_2000_Springer.pdf (10.23 MB, 需要: 3 个论坛币)

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关键词：Statistical statistica statistic Learning Statist 英文版 统计

good book,thank you for share.

thnks for your sharing, xiexie.

thanks for sharing.

看看，好东西

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