统计学习理论中文版，高清扫描版的pdf。因为源文件呢208M穿不上来，所以我分割成了五个文件传上来。全文一共587页。是一本好书
2020-01-03 11:38:13
42.88MB
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英文原版书为《An Introduction to Statistical Learning
with Applications in R》Gareth James Daniela Witten Trevor Hastie Robert Tibshirani
附分析过程及R软件代码，可供参考
2020-01-03 11:32:57
2.41MB
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《R for Beginners》彩色高清中文版，一本公认的经典手册, 非常适合R的初学者，对R的工作原理的解释非常棒，深入浅出，配图多，易理解。另外一本《R操作入门》是一本实战书籍，书中有大量的例子，讲解了R语言的基础，也设计了经典的数据挖掘算法，适合初学者实践！
2019-12-21 22:21:56
2.54MB
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中科院统计学习基础课件(全)习题答案中科院统计学习基础课件(全)习题答案中科院统计学习基础课件(全)习题答案中科院统计学习基础课件(全)习题答案中科院统计学习基础课件(全)习题答案中科院统计学习基础课件(全)习题答案中科院统计学习基础课件(全)习题答案中科院统计学习基础课件(全)习题答案
2019-12-21 22:19:23
10.23MB
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Statistical Learning Theory
作者：Vladimir N. Vapnik (都知道SVM吧？）
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.
2019-12-21 22:03:37
29.82MB
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厦门大学统计学习方法课件，PPT，你值得拥有。主要参考统计学习方法这本书，从这本延申，知识点更全面！
2019-12-21 21:51:11
61.74MB
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