Graphical User Interface for Data Science in R

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Documentation for package ‘rattle’ version 5.5.1

• 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
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.
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.
treeset.randomForest	Generate a representation of a tree in a Random Forest
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.