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mldr (version 0.2.82)

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.

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Version

Install

install.packages('mldr')

Monthly Downloads

3,259

Version

0.2.82

License

LGPL (>= 3) | file LICENSE

Issues

5

Pull Requests

0

Stars

23

Forks

8

Maintainer

David Charte

Last Published

October 18th, 2015

Functions in mldr (0.2.82)

labelInteractions

Provides data about interactions between labels
plot.mldr

Generates graphic representations of an mldr object
mldr

Creates an object representing a multilabel dataset
mldrGUI

Launches the web-based GUI for mldr
emotions

emotions
mldr_transform

Transformns an MLDR into binary or multiclass datasets
print.mldr

Prints the mldr content
concurrenceReport

Generates a label concurrence report
mldr_from_dataframe

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

Writes an mldr object to a file
birds

birds
+.mldr

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

Provides a summary of measures about the mldr
[.mldr

Filter rows in amldr returning a new mldr
mldr_evaluate

Evaluates the predictions made by a multilabel classifier
==.mldr

Checks if two mldr objects have the same structure
remedial

Decouples highly imbalanced labels
genbase

genbase