# Graphical User Interface for Data Mining in R

## Documentation for package ‘rattle’ version 4.1.0

- DESCRIPTION file.
- User guides, package vignettes and other documentation.
- Package NEWS.

## Help Pages

acquireAuditData | Generate the audit dataset.
asRules | List the rules corresponding to the rpart decision tree
asRules.rpart | List the rules corresponding to the rpart decision tree
audit | Sample dataset for illustration Rattle functionality.
binning | Perform binning over numeric data
calcInitialDigitDistr | Generate a frequency count of the initial digits
calculateAUC | Determine area under a curve (e.g. a risk or recall curve) of a risk chart
centers.hclust | List Cluster Centers for a Hierarchical Cluster
copyPlotToClipboard | Save a plot in some way
crs | Display the Rattle User Interface
crv | Display the Rattle User Interface
drawTreeNodes | Draw nodes of a decision tree
drawTreesAda | Draw trees from an Ada model
evaluateRisk | Summarise the performance of a data mining model
fancyRpartPlot | A wrapper for plotting rpart trees using prp
genPlotTitleCmd | Generate a string to add a title to a plot
listAdaVarsUsed | List the variables used by an adaboost model
listTreesAda | List trees from an Ada model
listVersions | Versions of Installed Packages
locationsAUS | Sample and full dataset for illustrating Rattle functionality.
modalvalue | Calculate the mode of a vector, array or list.
plotOptimalLine | Plot three lines on a risk chart, one vertical and two horizontal
plotRisk | Plot a risk chart
printPlot | Save a plot in some way
printRandomForests | Print a representtaion of the Random Forest models to the console
randomForest2Rules | Generate accessible data structure of a randomForest model
rattle | Display the Rattle User Interface
rattle.print.summary.multinom | Print information about a multinomial model
rattleInfo | Extract Rattle and related package information.
rescale.by.group | Transform a numeric vector by grouping it according to the values of the supplied factor and then rescaling within the groups.
riskchart | Plot a risk chart
savePlotToFile | Save a plot in some way
setupDataset | Given specific contents of env add ohter dataset related variables.
treeset.randomForest | Generate a representation of a tree in a Random Forest
weather | Sample and full dataset for illustrating Rattle functionality.
weatherAUS | Sample and full dataset for illustrating Rattle functionality.
whichNumerics | Returns a list of the names of the numeric variables in a data frame.
wine | The wine dataset from the UCI Machien Learning Repository.