Related Books

A Computational Approach to Statistical Learning
Language: en
Pages: 377
Authors: Taylor Arnold
Categories: Business & Economics
Type: BOOK - Published: 2019-01-23 - Publisher: CRC Press

GET EBOOK

A Computational Approach to Statistical Learning gives a novel introduction to predictive modeling by focusing on the algorithmic and numeric motivations behind
Information Theory and Statistical Learning
Language: en
Pages: 443
Authors: Frank Emmert-Streib
Categories: Computers
Type: BOOK - Published: 2009 - Publisher: Springer Science & Business Media

GET EBOOK

This interdisciplinary text offers theoretical and practical results of information theoretic methods used in statistical learning. It presents a comprehensive
The Elements of Statistical Learning
Language: en
Pages: 545
Authors: Trevor Hastie
Categories: Mathematics
Type: BOOK - Published: 2013-11-11 - Publisher: Springer Science & Business Media

GET EBOOK

During 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
Algebraic Geometry and Statistical Learning Theory
Language: en
Pages: 295
Authors: Sumio Watanabe
Categories: Computers
Type: BOOK - Published: 2009-08-13 - Publisher: Cambridge University Press

GET EBOOK

Sure to be influential, Watanabe's book lays the foundations for the use of algebraic geometry in statistical learning theory. Many models/machines are singular
Computational Learning Approaches to Data Analytics in Biomedical Applications
Language: en
Pages: 312
Authors: Khalid Al-Jabery
Categories: Technology & Engineering
Type: BOOK - Published: 2019-11-20 - Publisher: Academic Press

GET EBOOK

Computational Learning Approaches to Data Analytics in Biomedical Applications provides a unified framework for biomedical data analysis using varied machine le