Table 4.

The performance of Hybrid approach² based SVM model on independent dataset.

Threshold	Sensitivity	Specificity	Accuracy	MCC
-1.0	100.00	43.11	48.18	0.25
-0.9	97.73	63.56	66.60	0.35
-0.8	81.82	82.44	82.39	0.43
-0.7	72.73	92.22	90.49	0.54
-0.6	63.64	97.11	94.13	0.63
-0.5	54.55	99.56	95.55	0.69
-0.4	52.27	100.00	95.75	0.71
-0.3	52.27	100.00	95.75	0.71
-0.2	52.27	100.00	95.75	0.71
-0.1	52.27	100.00	95.75	0.71
0.0	52.27	100.00	95.75	0.71
0.1	52.27	100.00	95.75	0.71
0.2	52.27	100.00	95.75	0.71
0.3	52.27	100.00	95.75	0.71
0.4	52.27	100.00	95.75	0.71
0.5	47.73	100.00	95.34	0.67
0.6	43.18	100.00	94.94	0.64
0.7	36.36	100.00	94.33	0.59
0.8	22.73	100.00	93.12	0.46
0.9	18.18	100.00	92.71	0.41
1.0	11.36	100.00	92.11	0.32