An Ensemble Multilabel Classification for Disease Risk Prediction

Table 10

Performance evaluation for different multilabel methods.

Metrics	ELPPJD_SE	ELPPJD_LS	RAkEL_C4.5	HOMER_RF
Avg accuracy	0.516	0.8859	0.583	0.5152
Precisionmicro	0.516	0.8859	0.543	0.6639
Recallmicro	0.516	0.8859	NaN	0.6767
F1micro	0.516	0.8859	0.744	0.6702
Precisionmacro	0.52	0.8082	NaN	0.6045
Recallmacro	0.5046	0.8603	NaN	0.6409
F1macro	0.5122	0.8334	0.575	0.5936