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 |