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Table 4 The Performance of SVM model (Learning Parameter: g: 0.001 c: 4 j: 1) Using seven physiochemical properties.

From: Identification of ATP binding residues of a protein from its primary sequence

Threshold Sensitivity Specificity Accuracy MCC
-0.9 93.68 18.71 56.19 0.19
-0.8 92.35 22.05 57.2 0.2
-0.7 90 26.85 58.43 0.22
-0.6 87.35 31.23 59.29 0.22
-0.5 84.3 36.72 60.51 0.24
-0.4 80.43 41.79 61.11 0.24
-0.3 76.32 47.35 61.84 0.25
-0.2 72.45 52.68 62.57 0.26
-0.1 68.25 57.78 63.01 0.26
0 63.18 62.95 63.06 0.26
0.1 57.95 68.08 63.01 0.26
0.2 52.55 72.75 62.65 0.26
0.3 47.15 77.05 62.1 0.25
0.4 41.56 80.86 61.21 0.24
0.5 36.56 84.77 60.66 0.24
0.6 31.79 87.42 59.6 0.23
0.7 26.99 89.57 58.28 0.21
0.8 23.15 92.55 57.85 0.22
0.9 19.44 94.34 56.89 0.21
  1. (Bold values indicate point where maximum Accuracy and MCC.)