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book_src/images/cover.pdf

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book_src/index.Rmd

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editor_options:
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markdown:
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wrap: 72
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header-includes:
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- \usepackage{titlepic}
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- \titlepic{\includegraphics[width=\textwidth]{images/cover.pdf}}
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classoption:
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- notitlepage
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links-as-notes: true
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---
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# Preface {.unnumbered}
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_CS 5/7331 Data Mining_ taught
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at the advanced undergraduate and graduate level
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at the [Computer Science Department](https://www.smu.edu/lyle/departments/cs) at
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[SMU](http://www.smu.edu) since Spring 2013 and will be regularly
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Southern Methodist University (SMU) since Spring 2013 and will be regularly
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updated and improved.
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The learning method used in this book is learning-by-doing.
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The code examples throughout this book are
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data. Instructors can use this companion as a component to create an
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introduction to data mining course for advanced undergraduates and graduate
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students who are proficient in programming and have basic statistics knowledge.
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A complete set of slides (PDF and PowerPoint) is provided on the
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The latest version of this book (html and PDF)
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with a complete set of lecture slides (PDF and PowerPoint)
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is provided on the
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[book's GitHub page.](https://github.com/mhahsler/Introduction_to_Data_Mining_R_Examples)
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The latest update includes the use of the popular
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Please use the edit function within this book or visit the [book's
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GitHub project
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page](https://github.com/mhahsler/Introduction_to_Data_Mining_R_Examples)
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to submit corrections or suggest improvements. To cite this book, use:
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to submit corrections or suggest improvements.
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> Michael Hahsler (2021). *An R Companion for Introduction to Data
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> Mining.* Online Book.
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> <https://mhahsler.github.io/Introduction_to_Data_Mining_R_Examples/book/>
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\newpage
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To cite this book, use:
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> Michael Hahsler (2024). *An R Companion for Introduction to Data
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> Mining.* figshare.
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> DOI: 10.6084/m9.figshare.26750404
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> URL: <https://mhahsler.github.io/Introduction_to_Data_Mining_R_Examples/book/>
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I hope this book helps you to learn to use R more efficiently for your
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data mining projects.
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Michael Hahsler
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## License {.unnumbered}
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\vfill
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```{r echo=FALSE, results='asis'}
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if (knitr::is_latex_output()) {
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cat('![Creative Commons License](images/by-nc-sa.pdf)&nbsp;')
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} else {
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cat('![Creative Commons License](images/by-nc-sa.png)\\ ')
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}
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```
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![Creative Commons License](images/by-nc-sa.png) The online version of
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this book is licensed under the [Creative Commons
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This book is licensed under the [Creative Commons
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Attribution-NonCommercial-ShareAlike 4.0 International
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License](http://creativecommons.org/licenses/by-nc-sa/4.0/).
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book_src/packages.bib

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@Manual{R-arules,
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title = {arules: Mining Association Rules and Frequent Itemsets},
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author = {Michael Hahsler and Christian Buchta and Bettina Gruen and Kurt Hornik},
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year = {2023},
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note = {R package version 1.7-7},
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year = {2024},
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note = {R package version 1.7-8},
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url = {https://github.com/mhahsler/arules},
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}
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title = {seriation: Infrastructure for Ordering Objects Using Seriation},
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author = {Michael Hahsler and Christian Buchta and Kurt Hornik},
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year = {2024},
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note = {R package version 1.5.5},
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note = {R package version 1.5.6},
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url = {https://github.com/mhahsler/seriation},
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}
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