genbase: Dataset with genes data and their functional expression

In mldr.datasets: R Ultimate Multilabel Dataset Repository

Description

Multilabel dataset from the biology domain.

Usage

genbase

Format

An mldr object with 662 instances, 1186 attributes and 27 labels

Source

Diplaris, S. and Tsoumakas, G. and Mitkas, P. and Vlahavas, I., "Protein Classification with Multiple Algorithms", in Proc. 10th Panhellenic Conference on Informatics, Volos, Greece, PCI05, pp. 448–456, 2005

Examples

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

## End(Not run)

Example output

[1] "@inproceedings{,\n  title = \"Protein Classification with Multiple Algorithms\",\n  author = \"Diplaris, S. and Tsoumakas, G. and Mitkas, P. and Vlahavas, I.\",\n  booktitle = \"Proc. 10th Panhellenic Conference on Informatics, Volos, Greece, PCI05\",\n  year = \"2005\",\n  pages = \"448--456\"\n}"
$num.attributes
[1] 1213

$num.instances
[1] 662

$num.inputs
[1] 1186

$num.labels
[1] 27

$num.labelsets
[1] 32

$num.single.labelsets
[1] 10

$max.frequency
[1] 170

$cardinality
[1] 1.252266

$density
[1] 0.04638022

$meanIR
[1] 37.31458

$scumble
[1] 0.0287591

$scumble.cv
[1] 3.614486

$tcs
[1] 13.83991

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