flags: Dataset with features correspoinding to world flags

In mldr.datasets: R Ultimate Multilabel Dataset Repository

Description

Multilabel dataset from the image domain.

Usage

flags

Format

An mldr object with 194 instances, 19 attributes and 7 labels

Source

Goncalves, E. C. and Plastino, A. and Freitas, A. A., "A genetic algorithm for optimizing the label ordering in multi-label classifier chains", Tools with Artificial Intelligence (ICTAI), 2013 IEEE 25th International Conference on, pp. 469-476, 2013

Examples

## Not run: 
toBibtex(flags)
flags$measures

## End(Not run)

Example output

[1] "@inproceedings{,\n  title=\"A genetic algorithm for optimizing the label ordering in multi-label classifier chains\",\n  author=\"Goncalves, E. C. and Plastino, A. and Freitas, A. A.\",\n  booktitle=\"Tools with Artificial Intelligence (ICTAI), 2013 IEEE 25th International Conference on\",\n  pages=\"469--476\",\n  year=\"2013\",\n}"
$num.attributes
[1] 26

$num.instances
[1] 194

$num.inputs
[1] 19

$num.labels
[1] 7

$num.labelsets
[1] 54

$num.single.labelsets
[1] 24

$max.frequency
[1] 27

$cardinality
[1] 3.391753

$density
[1] 0.4845361

$meanIR
[1] 2.254709

$scumble
[1] 0.06058576

$scumble.cv
[1] 1.103306

$tcs
[1] 8.879333

mldr.datasets documentation built on May 2, 2019, 3:43 p.m.