Table 2.

Comparison of performance between ResSUMO and the reported models based on five-fold cross-validation and independent tests.

Model	Sn	Sp	MCC	ACC	AUC
	Five-fold cross-validation
SUMO-Forest	0.729 ± 0.006	0.650 ± 0.000	0.380 ± 0.006	0.689 ± 0.003	0.760 ± 0.003
iSUMOK-PseAAC	0.506 ± 0.023	0.650 ± 0.000	0.158 ± 0.023	0.578 ± 0.012	0.620 ± 0.016
ResSUMO	0.802 ± 0.007	0.650 ±0.000	0.457 ± 0.007	0.726 ± 0.003	0.800 ± 0.004
	Independent test
SUMO-Forest	0.745 ± 0.002	0.650 ± 0.000	0.397 ± 0.002	0.698 ± 0.001	0.769 ± 0.002
iSUMOK-PseAAC	0.524 ± 0.006	0.650 ± 0.000	0.176 ± 0.006	0.587 ± 0.003	0.628 ± 0.006
ResSUMO	0.795 ± 0.007	0.650 ±0.000	0.450 ± 0.008	0.722 ± 0.003	0.801 ± 0.003