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The Elements of Statistical Learning [Data Mining, Inference, and Prediction] 评分:
李航老师《统计学习》主要参考书目。最新印刷,书签导航。
上传时间:2017-08 大小:12.89MB
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The Elements of Statistical Learning: Data Mining, Inference, and Prediction. 2nd(非草稿版)
2009-10-07The Elements of Statistical Learning: Data Mining, Inference, and Prediction. 和之前上传的略有差别,这个要更好。
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The Elements of Statistical Learning 答案
2017-07-17统计学习精要 答案
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Elements of Statistical Learning高清pdf
2018-02-02Elements of Statistical Learning高清pdf,Elements of Statistical Learning高清pdf,Elements of Statistical Learning高清pdf,Elements of Statistical Learning高清pdf
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The_Elements_of_Statistical_Learning(统计学习精要)
2018-04-21豆瓣评分9.5的好书,斯坦福大学课程用书,有需要的大神们拿去看看吧
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The Elements of Statistical Learning.pdf
2018-06-08The Elements of Statistical Learning 本资源转载自网络,如有侵权,请联系上传者或csdn删除
- 12.22MB
The Elements of Statistical Learning data Mining,Inference,and Prediction
2018-04-27–William Edwards Deming (1900-1993)1 We have been gratified by the popularity of the first edition of The Elements of Statistical Learning. This, along with the fast pace of research in the ...
- 11.87MB
The Elements of Statistical Learning Data Mining,Inference,and Prediction
2010-03-11是一本有关统计学习和数据挖掘方面的好书,值得学习。全英文版本。
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The elements of statistical learning-data mining, inference and prediction
2015-06-25biology, finance, and marketing.The challenge of understanding these data has led to the development ofnew tools in the field of statistics, and spawned new areas such asdata mining, machine learning,...
- 12.14MB
The Elements of Statistical Learning_ Data Mining, Inference, and Prediction-2ed
2016-11-22机器学习经典教材-The Elements of Statistical Learning_ Data Mining, Inference, and Prediction-2ed-带有目录
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The Elements of Statistical Learning 统计学习基础
2019-04-03The Elements of Statistical Learning 统计学习基础,包括中文影印版、英文第二版、英文答案3个pdf
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The Elements of Statistical Learning(高清原版)
2017-02-14ESL第二版,机器学习的经典理论书籍。高清原版,原汁原味。
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The elements of statistical learning
2017-08-25During the past decade there has been an explosion in computation and information technology. With it have come vast amounts of data in a variety of fields such as medicine, biology, finance, and marketing. The challenge of understanding these data has led to the development of new tools in the field of statistics, and spawned new areas such as data mining, machine learning, and bioinformatics. Many of these tools have common underpinnings but are often expressed with different terminology. This book describes the important ideas in these areas in a common conceptual framework. While the approach is statistical, the emphasis is on concepts rather than mathematics. Many examples are given, with a liberal use of color 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 supervised learning (prediction) to unsupervised learning. The many topics include neural networks, support vector machines, classification trees and boosting---the first comprehensive treatment of this topic in any book. This major new edition features many topics not covered in the original, including graphical models, random forests, ensemble methods, least angle regression & path algorithms for the lasso, non-negative matrix factorization, and spectral clustering. There is also a chapter on methods for 'wide' data (p bigger than n), including multiple testing and false discovery rates.
- 21.7MB
The Elements of Statistical Learning ESLII
2017-09-10The Elements of Statistical Learning ESLII 2017.09.10从Stanford官网上下载的https://web.stanford.edu/~hastie/Papers/ESLII.pdf 自己加了 书签目录 如有遗漏错误请多包涵
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The Elements of Statistical Learning
2015-05-08这本书默认读者拥有非常完备的计算机数学知识,已经掌握机器学习技术,而且编程能力极强(否则无法理解书中模型的数值解法)。然后,本书将机器学习技术在统计和数值优化的意义上重新阐释,让读者理解本质和内在联系,掌握这类问题的基本思路(最小化预测风险+模型正则化),为希望在科研道路上发展的读者打下了坚实的基础。
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统计学习基础 The Elements of Statistical Learning - Data Mining, Inference, and Prediction
2009-10-29The Elements of Statistical Learning的英文第二版,很值得一看哦
- 3.86MB
Elements of statistical learning-Data mining, inference and prediction
2009-08-14It explains very clearly the relationships between the methods, and covers both standard statistical staples, such as linear and logistic regression, as well as modern tools. It is not overburdened ...
- 8.21MB
the elements of statistical learning (统计学习基础)
2009-12-25the elements of statistical learning data mining,inference,and prediction Second Edition Trevor Hastie Robert Tibshirani Jerome Friedman
- 3.85MB
The Elements of Statistical.Learning_Data.Mining, Inference and Prediction
2007-12-13统计,机器学习经典著作。
- 17.84MB
The Elements of Statistical Learning (2nd edition).pdf
2009-05-12The Elements of Statistical Learning (2nd edition).pdf
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The Elements of Statistical Learning 2nd edition (2016)
2018-11-10李航老师《统计学习》主要参考书目。勘误更新后版本,建有书签。 The Elements of Statistical Learning,745 pages Publisher: Springer; 2nd edition (2016) Language: English ISBN-10: 0387848576 ISBN-13: 978-0387848570 《统计学习基础(第2版)(英文)》内容简介:计算和信息技术的飞速发展带来了医学、生物学、财经和营销等诸多领域的海量数据。理解这些数据是一种挑战,这导致了统计学领域新工具的发展,并延伸到诸如数据挖掘、机器学习和生物信息学等新领域。许多工具都具有共同的基础,但常常用不同的术语来表达。《统计学习基础(第2版)(英文)》介绍了这些领域的一些重要概念。尽管应用的是统计学方法,但强调的是概念,而不是数学。许多例子附以彩图。《统计学习基础(第2版)(英文)》内容广泛,从有指导的学习(预测)到无指导的学习,应有尽有。包括神经网络、支持向量机、分类树和提升等主题,是同类书籍中介绍得最全面的。 《统计学习基础(第2版)(英文)》可作为高等院校相关专业本科生和研究生的教材,对于统计学相关人员、科学界和业界关注数据挖掘的人,《统计学习基础(第2版)(英文)》值得一读。
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The elements of statistical learning by Travor Hastie
2018-05-06The elements of statistical learning The elements of statistical learning The elements of statistical learning
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《The Elements of Statistical Learning》教材答案
2018-10-06《The Elements of Statistical Learning》是一本由Trevor Hastie / Robert Tibshiran著作,Springer出版的Hardcover图书,本书只是提供了机器学习、数据挖掘、模式识别等领域的统计学观点,所以还是建议继续阅读其他的相关书籍,以期达到融会贯通。
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The Elements of Statistical Learning(2nd)(Trevor Hastie 2008)_8.Model Inference and Averaging.pdf
2010-02-07The challenge of understanding these data has led to the development of new tools in the field of statistics, and spawned new areas such as data mining, machine learning, and bioinformatics. Many of ...
- 56.2MB
The Elements of Statistical Learning:Travor Hastie(2ed) 2018 中文+英文版+习题解
2018-05-12《统计学习基础-数据挖掘、推理与预测》 The Elements of Statistical Learning:Data Mining, Inference, and Prediction:Travor Hastie(2ed) 2018 中文+英文合并版第2版+习题答案
- 9.67MB
The Elements of Statistical Learning:Travor Hastie(2ed) 英文版 2018第2版+习题解
2018-05-12统计学习基础-数据挖掘、推理与预测 The Elements of Statistical Learning:Data Mining, Inference, and Prediction(2ed) 2018 第2版+习题答案:统计学习基础-数据挖掘、推理与预测
- 12.69MB
The Elements of Statistical Learning 2nd Endition
2018-11-05作者Trevor Hastie, 英文版。Elements of Statistical Learning --Data Mining, Inference, and Prediction. 2nd Edition. 统计学习,和数据分析的经典参考书。可以是数据分析人员必备工具书。
- 11.97MB
Elements of Statistical Learning
2016-09-23Elements of Statistical Learning_ data mining, inference, and prediction. 2nd Edition.大师之作,统计学习领域最好的书了,就是有点难,入门不那么容易,如果学了线性模型的话还好一点