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\title{The Rattle Package: Quick Start Guide}
\author{Graham Williams \\ Graham.Williams@togaware.com}

\begin{document}

\maketitle

\thispagestyle{empty}

\section{Introduction}

\Rattle (Williams, 2011) is a package written in R providing a
graphical user interface to very many other R packages that provide
functionality for data science, data mining, machine learning and AI.

This quick start guide is under development. See
\url{https://togaware.com/projects/rattle/} for extensive documentation

\section{Requirements}

\Rattle depends on over 40 other R packages and a couple of other
software applications/libraries that are independent of R. Rattle V6
implements the user interface using the Flutter cross platform
framework. Operating system specific installation instructions are
available from \url{https://togaware.com/projects/rattle/}.

Only a couple of R packages are dependencies for \Rattle. Most are
suggestions, but without them functionality is quite limited. You
might like to install the following pacakges:
\href{https://cran.r-project.org/package=ada}{\pkg{ada}},
\href{https://cran.r-project.org/package=arules}{\pkg{arules}},
\href{https://cran.r-project.org/package=doBy}{\pkg{doBy}},
\href{https://cran.r-project.org/package=ellipse}{\pkg{ellipse}},
\href{https://cran.r-project.org/package=fBasics}{\pkg{fBasics}},
\href{https://cran.r-project.org/package=fpc}{\pkg{fpc}},
\href{https://cran.r-project.org/package=gplots}{\pkg{gplots}},
\href{https://cran.r-project.org/package=Hmisc}{\pkg{Hmisc}},
\href{https://cran.r-project.org/package=kernlab}{\pkg{kernlab}},
\href{https://cran.r-project.org/package=mice}{\pkg{mice}},
\href{https://cran.r-project.org/package=party}{\pkg{party}},
\href{https://cran.r-project.org/package=playwith}{\pkg{playwith}},
\href{https://cran.r-project.org/package=pmml}{\pkg{pmml}},
\href{https://cran.r-project.org/package=randomForest}{\pkg{randomForest}},
\href{https://cran.r-project.org/package=reshape}{\pkg{reshape}},
\href{https://cran.r-project.org/package=rggobi}{\pkg{rggobi}},
\href{https://cran.r-project.org/package=RGtk2}{\pkg{RGtk2}},
\href{https://cran.r-project.org/package=ROCR}{\pkg{ROCR}},
\href{https://cran.r-project.org/package=RODBC}{\pkg{RODBC}}, and
\href{https://cran.r-project.org/package=rpart}{\pkg{rpart}}.

The packages will usually be installed with the following command:

<<install, eval=FALSE>>=
install.packages("rattle", dependencies=c("Depends", "Suggests"))
@

The latest version of rattle is available from
\url{https://togaware.com/projects/rattle/}:

<<install_togaware, eval=FALSE>>=
install.packages("rattle", repos="https://rattle.togaware.com", type="source")
@

\section{First Steps}

Start up rattle from the Rattle icon or else in a terminal at the OS
command prompt type `rattle`.

\section{Simple Scenario: Build a Couple of Models}

\begin{enumerate}
\item Tap Dataset
\item Tap Weather (to load the sample weather dataset)
\item Tap the Model function
\item Tap the Tree feature
\item Tap the Build Decision Tree button
\item Tap the Right Arrow to display the decision tree
\item Tap the Forest feature
\item Tap the Build Random Forest button
\item Tap the Evaluate function
\item Tap the Evaluate button
\item Tap the Right Arrown to display the performance plots and measures
\item Tap the Script feature
\item Tap the Save button to save the script to the file script\_weather.R
\end{enumerate}

Now separately start up R from a terminal and type (matching the
filename as saved).

<<eval=FALSE>>=
source("~/script_weather.R")
@

This will rerun everything that was done in the GUI session but purely as a script.

\section{References}

\begin{description}
\item Williams, G. J. (2009). {\em Rattle: A Data Mining GUI for R}.
  The R Journal, 1(2), 45-55. URL:
  journal.r-project.org/news/RJ-2009-2-RJournal\_2009-2\_Williams/RJ-2009-2-RJournal\_2009-2\_Williams.pdf
\item Williams, G. J. (2011). {\em Data Mining with Rattle and R: The
    Art of Excavating Data for Knowledge Discovery}. Use R!
  series. Springer.
\end{description}

\end{document}