Learn R Programming
⚠️There's a newer version (0.4.3) of this package.Take me there.

mldr (version 0.3.18)

Exploratory Data Analysis and Manipulation of Multi-Label Data Sets

Description

Exploratory data analysis and manipulation functions for multi- label data sets along with an interactive Shiny application to ease their use.

Copy Link

Version

Install

install.packages('mldr')

Monthly Downloads

3,259

Version

0.3.18

License

LGPL (>= 3) | file LICENSE

Issues

5

Pull Requests

0

Stars

23

Forks

8

Maintainer

David Charte

Last Published

December 5th, 2015

Functions in mldr (0.3.18)

==.mldr

Checks if two mldr objects have the same structure
remedial

Decouples highly imbalanced labels
concurrenceReport

Generates a label concurrence report
plot.mldr

Generates graphic representations of an mldr object
labelInteractions

Provides data about interactions between labels
mldrGUI

Launches the web-based GUI for mldr
mldr_transform

Transformns an MLDR into binary or multiclass datasets
emotions

emotions
read.arff

Read an ARFF file
+.mldr

Generates a new mldr object joining the rows in the two mldrs given as input
birds

birds
mldr_evaluate

Evaluates the predictions made by a multilabel classifier
print.mldr

Prints the mldr content
summary.mldr

Provides a summary of measures about the mldr
genbase

genbase
mldr_from_dataframe

Generates an mldr object from a data.frame and a vector with label indices
[.mldr

Filter rows in amldr returning a new mldr
mldr

Creates an object representing a multilabel dataset
write_arff

Writes an mldr object to a file