The Elements of Statistical Learning: Data Mining,…

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All through the previous ten years there has been an explosion in computation and facts technological innovation. With it have appear vast amounts of information in a wide range of fields these as drugs, biology, finance, and promoting. The challenge of knowing these information has led to the growth of new tools in the industry of figures, and spawned new locations these as information mining, machine finding out, and…

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The Elements Of Statistical Learning


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Author by : Trevor Hastie
Languange Used : en
Release Date : 2013-11-11
Publisher by : Springer Science & Business Media

During the past decade there has been an explosion in computation and information technology. With it have com

The Elements Of Statistical Learning


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Author by : Trevor Hastie
Languange Used : en
Release Date : 2009
Publisher by :

An Introduction To Statistical Learning


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Author by : Gareth James
Languange Used : en
Release Date : 2013-06-24
Publisher by : Springer Science & Business Media

An Introduction to Statistical Learning provides an accessible overview of the field of statistical learning,

Principles And Theory For Data Mining And Machine Learning


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Author by : Bertrand Clarke
Languange Used : en
Release Date : 2009-07-21
Publisher by : Springer Science & Business Media

Extensive treatment of the most up-to-date topics Provides the theory and concepts behind popular and emerging

Statistical Learning With Sparsity


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Author by : Trevor Hastie
Languange Used : en
Release Date : 2015-05-07
Publisher by : CRC Press

Discover New Methods for Dealing with High-Dimensional Data A sparse statistical model has only a small number

Generalizability Theory


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Author by : Robert L. Brennan
Languange Used : en
Release Date : 2001-08-09
Publisher by : Springer Science & Business Media

Generalizability theory offers an extensive conceptual framework and a powerful set of statistical procedures

Applied Predictive Modeling


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Author by : Max Kuhn
Languange Used : en
Release Date : 2013-05-17
Publisher by : Springer Science & Business Media

Applied Predictive Modeling covers the overall predictive modeling process, beginning with the crucial steps o

Statistical Learning From A Regression Perspective


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Author by : Richard A. Berk
Languange Used : en
Release Date : 2016-10-26
Publisher by : Springer

This textbook considers statistical learning applications when interest centers on the conditional distributio

An Introduction To Machine Learning


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Author by : Miroslav Kubat
Languange Used : en
Release Date : 2017-08-31
Publisher by : Springer

This textbook presents fundamental machine learning concepts in an easy to understand manner by providing prac

The Nature Of Statistical Learning Theory


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Author by : Vladimir N. Vapnik
Languange Used : en
Release Date : 2013-04-17
Publisher by : Springer Science & Business Media

The aim of this book is to discuss the fundamental ideas which lie behind the statistical theory of learning a

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