Table 3.

Comparison results on the independent dataset 2.

Predictor	Sn	Sp	Acc	MCC	AUC
With adjusting imbalance data	0.986	0.469	0.5515	0.341	0.983
Without adjusting imbalance data	0.946	0.941	0.9421	0.811	0.981
Zhang et al., (2016) (without adjusting imbalance data)	0.878	0.860	0.863	0.617	0.948