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... |
ControlClass-class | An S4 class representing setups to be executed |
DataClass-class | An S4 class representing data objects |
defaultParameters | defaultParameters |
getbasedata | getbasedata |
getclasslabels | getclasslabels |
getcmdsdata | get classical multidimensional scaling from minmaxconstructed... |
getcombineddata | get basedata and constructed data combined |
getconstructeddata | getconstructeddata |
getlofscores | getlofscores |
getlofsumdata | getlofsumdata |
getlongformatconstructeddata | get constructed data in long format |
getlongformatminmaxconstructeddata | getlongformatminmaxconstructeddata |
getminmaxconstructeddata | get contructed data that have been min-max normalized |
getname | get name of an object |
getnumericbasedata | getnumericbasedata |
getnumericombineddata | get numeric columns of combined data |
getparameters | getparameters |
getvariableimportancedata | get random forest variable importance data |
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... |
plotDENSITY | generic function for plotting density estimates of... |
plotHEATMAP | generic function for plotting heatmap |
plotLOFSUM | generic function for plotting lof sum of constructed features |
plotOUTLIERS | generic function for plotting density of LOF scores |
plotVARCLUST | generic function for plotting variable clusters |
plotVARIMP | 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... |
SetUpClass-class | An S4 class representing setups |
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