Table 13.

Comparison of prediction performance between our proposed method and other seven methods on new human dataset, suppressing representation bias-driven learning

Method	AUROC				AUPRC
	CV	C1	C2	C3	CV	C1	C2	C3
MMI+NMBAC	0.61 ±0.01	0.62 ±0.01	0.57 ±0.02	0.53 ±0.01	0.64 ±0.01	0.65 ±0.01	0.58 ±0.02	0.53 ±0.01
MMI	0.61 ±0.01	0.62 ±0.01	0.57 ±0.01	0.53 ±0.01	0.64 ±0.01	0.65 ±0.01	0.58 ±0.01	0.53 ±0.01
NMBAC	0.59 ±0.01	0.60 ±0.01	0.56 ±0.01	0.52 ±0.02	0.62 ±0.01	0.63 ±0.01	0.56 ±0.01	0.52 ±0.01
M1	0.64 ±0.01	0.65 ±0.01	0.61 ±0.01	0.57 ±0.02	0.66 ±0.01	0.67 ±0.01	0.61 ±0.02	0.56 ±0.02
M2	0.59 ±0.01	0.60 ±0.01	0.60 ±0.01	0.57 ±0.02	0.60 ±0.01	0.61 ±0.01	0.59 ±0.01	0.55 ±0.01
M3	0.54 ±0.01	0.55 ±0.01	0.53 ±0.01	0.50 ±0.00	0.61 ±0.01	0.61 ±0.01	0.56 ±0.02	0.52 ±0.05
M4	0.56 ±0.01	0.56 ±0.01	0.54 ±0.01	0.52 ±0.02	0.54 ±0.01	0.54 ±0.01	0.53 ±0.01	0.52 ±0.01
M5	0.59 ±0.01	0.60 ±0.01	0.56 ±0.01	0.53 ±0.01	0.63 ±0.01	0.64 ±0.01	0.57 ±0.01	0.53 ±0.01
M7	0.55 ±0.01	0.55 ±0.01	0.53 ±0.01	0.53 ±0.03	0.55 ±0.01	0.55 ±0.01	0.53 ±0.01	0.54 ±0.02