A Decoupling and Bidirectional Resampling Method for Multilabel Classification of Imbalanced Data with Label Concurrence

Table 1

Description of seven benchmarking datasets.

Dataset	Instances	Labels	Dens	Card	MeanIR	SCUMBLE	TCS
Yeast	2417	14	0.303	4.24	7.20	0.10	12.56
Enron	1702	53	0.06	3.38	73.95	0.30	17.50
tmc2007	28596	22	0.10	2.16	15.16	0.18	16.37
cal500	502	174	0.15	26.04	20.59	0.34	15.60
Corel-16k	13766	153	0.02	2.86	34.16	0.27	19.72
Corel-5k	5000	161	0.01	3.52	189.57	0.39	20.20
Mediamill	43907	101	0.04	4.38	256.41	0.36	18.19