Patient classification of hypertension in Traditional Chinese Medicine using multi-label learning techniques

BMC Medical Genomics

Table 2 Results of BrSmoteSvm and other multi-label classifiers using 10-fold cross validation.

	BrSmoteSvm	MLKNN	BRKNN	ECC	IBLR	RAKEL
Average precision	0.66	0.53	0.51	0.51	0.51	0.46
Hamming loss	0.09	0.07	0.07	0.07	0.07	0.09
Coverage	1.11	2.21	2.46	2.41	2.34	2.89
One-error	0.47	0.75	0.75	0.76	0.76	0.78
Ranking loss	0.16	0.16	0.18	0.18	0.17	0.22

ISSN: 1755-8794