# R Data Science Supporting Rattle

## Documentation for package ‘rattle’ version 5.6.2

- 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 to illustrate 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
comcat | Echo data in a human readable form.
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
errorMatrix | Generate an error matrix from actua and predicted data.
evaluateRisk | Summarise the performance of a data mining model
fancyRpartPlot | A wrapper for plotting rpart trees using prp
find_fewest_levels | Identify the categoric columns with the fewest values.
genPlotTitleCmd | Generate a string to add a title to a plot
ggVarImp | Model.
listAdaVarsUsed | List the variables used by an adaboost model
listTreesAda | List trees from an Ada model
listVersions | Versions of Installed Packages
locationsAUS | Daily weather observations from multiple Australian weather stations.
meta_data | Calculate the dataset meta data for use by the Rattle V6 UI.
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 representation 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 other dataset related variables.
theme_rattle | A default GGPlot2 theme for Rattle V6
treeset.randomForest | Generate a representation of a tree in a Random Forest
unique_columns | List columns with unique values for every row.
weather | Sample dataset of daily weather observations from Canberra airport in Australia.
weatherAUS | Daily weather observations from multiple Australian weather stations.
whichNumerics | Returns a list of the names of the numeric variables in a data frame.
wine | The wine dataset from the UCI Machine Learning Repository.