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. 2010 Sep 22;11:507. doi: 10.1186/1471-2164-11-507

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