Loads an interactive user interface in the web browser, built using R shiny.
Usage
mldrGUI()
Arguments
Value
Nothing
Details
The mldr package provides a basic, Shiny-based GUI to work with multilabel datasets.
You have to install the shiny package to be able to use this GUI.
The user interface allows working with any of the previous loaded datasets, as well as loading
new ones. The GUI is structured into the following pages:
Main:
{ This page is divided into two sections.
The one at the left can be used to choose a previously loaded dataset,
as well as to load datasets from files. The right part shows some basic
statistics about the selected multilabel dataset.}
Labels:{ This page shows a table containing for each label its name, index, count, relative frequency
and imbalance ratio (IRLbl). The page also includes a bar plot
of the label frequency. The range of labels in the plot can be customized.}
Labelsets:{ This page shows a table containing for each labelset its representation and a counter.}
Attributes:{ This page shows a table containing for each attribute its name, type and a summary
of its values.}
Concurrence:{ This page shows for each label the number of instances in which it appears and its
mean SCUMBLE measure, along with a plot that shows the level of concurrence among the selected labels. Clicking the
labels in the table makes it possible to add/remove them from the plot.}