The Elements of Statistical Learning Data Mining, Inference, and Prediction (2nd edition) (12print 2017) by Trevor Hastie, Robert Tibshirani, Jerome Friedman.pdf 下载说明: 在下载页面点击“普通下载”即可,可能会弹出第三方广告页面,请忽略。 详细下载教程请点这里:本站下载教程 ...
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As a source for the methods of statistical learning…it will probably be a long time before there is a competitor to this book." SHORT BOOK REVIEWS "This book describes modern tools for data analysis. With the exception of the last chapter, it is concerned with "supervised" methods - ...
data mining machine learning supervised learning unsupervised learning Search within this book Search Table of contents (18 chapters) Front Matter Pages i-xxii Download chapter PDF Introduction Trevor Hastie, Robert Tibshirani, Jerome Friedman Pages 1-8 Overview of Supervised Learning Trevo...
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The Elements of Statistical Learning (2nd edition)书.pdf,This is page i Printer: Opaque this Contents Preface to the Second Edition i Preface to the First Edition v This is page i Printer: Opaque this The Elements of Statistical Learning Data Mining, Inf
The Elements of Statistical Learning精品管理文档.pdf,The Elements of Statistical Learning • /~tibs/ElemStatLearn/download.html • /~gareth/ISL/ISLR%20First%20Printing.pdf Elements of Statistical Learning Printing 10 with corrections • Contents 1.
The Elements of Statistical Learning: Data mining, Inference and Prediction, 2nd edn. ... T Hastie,R Tibshirani,J Friedman - Springer New York 被引量: 121发表: 2001年 The Elements of Statistical Learning 2nd Edition Data Mining, Inference, and Prediction T Hastie - 世界图书出版公司北京公司 ...
2 监督学习综述(Overview of Supervised Learning) 统计决策理论(Statistical Decision Theory) 监督学习的数学理论是统计决策理论,对于统计决策理论的介绍也是本书区别于其他机器学习教材和课程的特色之一。只有理解了统计决策理论,才能把各种监督学习算法联系起来,并以此为基础创造出新的变化。 统计决策理论讨论的问题为:输...