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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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
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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...
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While the approach is statistical, the emphasis is on concepts rather than mathematics. Many examples are given, with a liberal use of colour graphics. It is a valuable resource for statisticians and anyone interested in data mining in science or industry. The book's coverage is broad, from ...
书本介绍及下载地址:An Introduction to Statistical Learning 二、《The elements of statistical learning》统计学习基础 这本书难度会有所上升,用到了大量的矩阵求导,且最好有一定的机器学习基础,不然,可能学起来会有点吃力。 1、作者:Hastie, Trevor, et al. ...
"One of the great features of the book is that it really contains more or less all modern methods for statistical learning, so it gives the reader a very good overview of this important field. … The author worked very hard on presentation of the material, in particular they illustrated the...
The Elements of Statistical Learning 2025 pdf epub mobi 电子书 著者简介 Trevor Hastie, Robert Tibshirani, and Jerome Friedman are professors of statistics at Stanford University. They are prominent researchers in this area: Hastie and Tibshirani developed generalized additive models and wrote a popular...