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Build machine learning algorithms, prepare data and dig deep into data prediction techniques with R
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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, GeneralShowing 4 featured editions. View all 4 editions?
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1
Machine Learning with R: Expert Techniques for Predictive Modeling, 3rd Edition
2019, Packt Publishing, Limited
in English
1788295862 9781788295864
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2
Machine Learning with R: Expert techniques for predictive modeling to solve all your data analysis
2015, Packt Publishing
eBook
in English
- 2nd Edition
1784394521 9781784394523
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WorldCat
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3
Machine Learning with R: Expert techniques for predictive modeling to solve all your data analysis problems, 2nd Edition
Jul 31, 2015, Packt Publishing
paperback
1784393908 9781784393908
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WorldCat
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4 |
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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
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- Created October 7, 2021
- 6 revisions
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August 18, 2022 | Edited by ImportBot | import existing book |
October 8, 2021 | Edited by 75browser | Edited without comment. |
October 7, 2021 | Edited by 75browser | TOC |
October 7, 2021 | Edited by 75browser | added 2nd edition ebook |
October 7, 2021 | Created by 75browser | Added new book. |