Tools for Visualization of Interdependent Data Quality Issues


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Documentation for package ‘preproviz’ version 0.2.0

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AnalysisClass-class An S4 class representing analysis data
BaseClass-class An abstract S4 class representing contructed features
computeValue generic function for computing constructed feature vectors
constructfeature constructor function for adding constructed features to the system
ControlClass-class An S4 class representing setups to be executed
DataClass-class An S4 class representing data objects
defaultParameters defaultParameters
initializecontrolclassobject constructor function for intializing a ControlClass object
initializedataobject constructor function for initializing a DataClass object
initializeparameterclassobject constructor function for intializing a ParameterClass objects
initializesetupclassobject constructor function for initializing a SetUpClass object
ParameterClass-class An S4 class representing selected constructed features
plotCMDS generic function for plotting classical multidimensional scaling
plotCMDS-method generic function for plotting classical multidimensional scaling
plotDENSITY generic function for plotting density estimates of constructed features
plotDENSITY-method generic function for plotting density estimates of constructed features
plotHEATMAP generic function for plotting heatmap
plotHEATMAP-method generic function for plotting heatmap
plotLOFSUM generic function for plotting lof sum of constructed features
plotLOFSUM-method generic function for plotting lof sum of constructed features
plotOUTLIERS generic function for plotting density of LOF scores
plotOUTLIERS-method generic function for plotting density of LOF scores
plotVARCLUST generic function for plotting variable clusters
plotVARCLUST-method generic function for plotting variable clusters
plotVARIMP generic function for plotting variable importance
plotVARIMP-method generic function for plotting variable importance
preproviz the MAIN execution function
ReportClass-class An S4 class representing visualizations
RunClass-class An S4 class representing preproviz output (data and visualizations)
SetUpClass-class An S4 class representing setups