Table 1.

Results of 5-fold CV obtained by BGF-CMAP, BGF-CMAP-LINE and BGF-CMAP-GF

Model	5-fold	Acc. (%)	Sen. (%)	Spe. (%)	Pre. (%)	MCC (%)	AUC
BGF-CMAP	Fold 1	82.72	81.35	84.09	83.64	65.46	0.9067
	Fold 2	82.82	81.91	83.72	83.42	65.65	0.9103
	Fold 3	83.33	82.38	84.27	83.96	66.66	0.9076
	Fold 4	82.97	82.58	83.37	83.24	65.95	0.9070
	Fold 5	82.67	81.59	83.74	83.38	65.35	0.9061
	Average	82.90	81.96	83.84	83.53	65.81	0.9075
	SD	0.270	0.520	0.350	0.280	0.520	0.0016
BGF-CMAP–LINE	Fold 1	79.11	79.22	79.00	79.04	58.21	0.8736
	Fold 2	78.81	78.85	78.77	78.79	57.62	0.8777
	Fold 3	79.29	78.87	79.71	79.54	58.59	0.8794
	Fold 4	77.57	78.81	76.34	76.91	55.17	0.8683
	Fold 5	76.98	77.43	76.53	76.74	53.96	0.8676
	Average	78.35	78.64	78.07	78.20	56.71	0.8733
	SD	1.020	0.690	1.530	1.290	2.030	0.0053
BGF-CMAP–GF	Fold 1	76.58	76.60	76.57	76.58	53.17	0.8516
	Fold 2	77.96	78.35	77.56	77.74	55.91	0.8583
	Fold 3	77.62	78.28	76.97	77.26	55.25	0.8516
	Fold 4	77.77	77.75	77.78	77.77	55.53	0.8598
	Fold 5	77.93	78.42	77.43	77.65	55.86	0.8642
	Average	77.57	77.88	77.26	77.40	55.14	0.8571
	SD	0.570	0.760	0.490	0.500	1.140	0.0055