An Ensemble Multilabel Classification for Disease Risk Prediction

Table 9

HOMER parameters tuning.

Metrics	HOMER_RF_k2	HOMER_RF_k3	HOMER_RF_k4	HOMER_RF_k5	HOMER_RF_k6
Avg accuracy	0.4755	0.5043	0.5079	0.5152	0.5128
Precisionmicro	0.5483	0.5987	0.6336	0.6639	0.6694
Recallmicro	0.758	0.7761	0.7030	0.6767	0.6639
F1micro	0.6363	0.6759	0.6665	0.6702	0.6666
Precisionmacro	0.5337	0.6042	0.596	0.6045	0.6125
Recallmacro	0.7442	0.7688	0.6706	0.6409	0.6318
F1macro	0.5957	0.6489	0.6070	0.5936	0.5927