Evolutionary Multilabel Feature Selection Using Promising Feature Subset Generation

Table 1

Standard characteristics of employed datasets.

Dataset			Type					Domain
Birds	645	260	Mixed	19	1.014	0.053	133	Audio
Enron	1702	1001	Nominal	53	3.378	0.064	753	Text
Llog	1460	1004	Nominal	75	1.180	0.016	304	Text
Mediamill	43,907	120	Numeric	101	4.376	0.043	6555	Video
Medical	978	1449	Nominal	45	1.245	0.028	94	Text
TMC2007	28,596	49,060	Numeric	22	2.158	0.098	1341	Text
Business	11,214	1096	Numeric	30	1.599	0.053	233	Text
Education	12,030	1377	Numeric	33	1.463	0.044	511	Text
Entertainment	12,730	1600	Numeric	21	1.414	0.067	337	Text
Health	9205	1530	Numeric	32	1.644	0.051	335	Text
Reference	8027	1984	Numeric	33	1.174	0.036	275	Text
Science	6428	1859	Numeric	40	1.450	0.036	457	Text
Social	12,111	2618	Numeric	39	1.279	0.033	361	Text
Society	14,512	1590	Numeric	27	1.670	0.062	1054	Text