Machine Learning with R Cookbook

Machine Learning with R Cookbook

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The R language is a powerful open source functional programming language. At its core, R is a statistical programming language that provides impressive tools to analyze data and create high-level graphics. This book covers the basics of R by setting up a user-friendly programming environment and performing data ETL in R. Data exploration examples are provided that demonstrate how powerful data visualization and machine learning is in discovering hidden relationships. You will then dive into important machine learning topics, including data classification, regression, clustering, association rule mining, and dimension reduction.It is obvious that the number of forward gears is less in automatic transmission cars than in manual transmission cars. Then, we perform the Pearsona#39;s Chi- squared test on the contingency table to determine whether the gears in automatic andanbsp;...

Title:Machine Learning with R Cookbook
Author: Yu-Wei, Chiu (David Chiu)
Publisher:Packt Publishing Ltd - 2015-03-26

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