An edition of Machine Learning with R (2013)

Machine Learning with R

Expert techniques for predictive modeling to solve all your data analysis

2nd Edition

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Last edited by MARC Bot
December 12, 2022 | History
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An edition of Machine Learning with R (2013)

Machine Learning with R

Expert techniques for predictive modeling to solve all your data analysis

2nd Edition

by

  • 0 Ratings
  • 2 Want to read
  • 0 Currently reading
  • 0 Have read

Build machine learning algorithms, prepare data and dig deep into data prediction techniques with R

Publish Date
Publisher
Packt Publishing
Language
English
Pages
452

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Subjects
Machine learning, Mathematical & Statistical software, R (Computer program language), Algorithms, Programming languages (electronic computers), Apprentissage automatique, R (Langage de programmation), Algorithms & data structures, Data mining, Artificial intelligence, COMPUTERS, Programming Languages, General

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Edition Availability
Cover of: Machine Learning with R
Machine Learning with R: Expert Techniques for Predictive Modeling, 3rd Edition
2019, Packt Publishing, Limited
in English
Libraries near you: WorldCat
Cover of: Machine Learning with R
Machine Learning with R: Expert techniques for predictive modeling to solve all your data analysis
2015, Packt Publishing
eBook in English - 2nd Edition
  • Not in Library
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Cover of: Machine Learning with R
Machine Learning with R: Expert techniques for predictive modeling to solve all your data analysis problems, 2nd Edition
Jul 31, 2015, Packt Publishing
paperback
Libraries near you: WorldCat
Cover of: Machine Learning with R
Machine Learning with R
Oct 25, 2013, Packt Publishing
Libraries near you: WorldCat

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Book Details

Table of Contents

Introducing Machine Learning. 1
Managing and Understanding Data. 27
Lazy learning Classification using Nearest Neighbours. 65
Probabilistic Learning Classifications Using Naive Bayes. 89
Divide and Conquer Classification Using Decision Trees and Rules. 125
Forecasting Numeric Data Regression Methods. 171
Black Box Methods Neural Networks. 219
Finding Patterns Market Basket Analysis. 259
Finding Groups of Data Clustering with kmeans. 285
Evaluating Model Performance. 311
Improving Model Performance. 347
Specialized machine Learning Topics. 377
* Index. 417

Edition Notes

Published in
Birmingham
Copyright Date
2015-07-31

Classifications

Dewey Decimal Class
005/1

The Physical Object

Format
eBook
Number of pages
452

ID Numbers

Open Library
OL34752886M
ISBN 13
9781784394523

Source records

Better World Books record

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History

Download catalog record: RDF / JSON
December 12, 2022 Edited by MARC Bot import existing book
August 17, 2022 Edited by ImportBot import existing book
October 7, 2021 Edited by 75browser Edited without comment.
July 8, 2019 Created by ImportBot import new book