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Table 2 Results of predictions by random sample selection

From: Sequence-based identification of interface residues by an integrative profile combining hydrophobic and evolutionary information

SVM Sen Spec Acc MCC Prec F1
1 34.64 96.77 79.62 0.4338 80.37 48.42
2 34.5 96.72 79.54 0.431 80.03 48.21
3 32.68 97.41 79.54 0.4316 82.78 46.86
4 34.75 96.81 79.68 0.4358 80.62 48.57
5 34.78 96.82 79.7 0.4363 80.68 48.6
6 34.65 96.78 79.63 0.4339 80.39 48.43
7 34.51 96.72 79.55 0.4312 80.06 48.23
8 34.69 96.79 79.65 0.4347 80.48 48.48
9 34.77 96.83 79.7 0.4363 80.69 48.6
10* 34.62 96.77 79.61 0.4334 80.32 48.39
1** 38.49 95.21 79.54 0.4334 75.75 50.93
2 40.61 94.77 79.8 0.4433 74.86 52.6
3 42.47 94.66 80.25 0.4577 75.24 54.26
4 41.79 95.6 80.74 0.4715 78.32 54.47
5 40.21 96.62 81.05 0.4809 81.86 53.92
6 29.72 97.7 78.93 0.4107 83.06 43.76
7 28.86 98.12 79 0.414 85.21 43.1
8 28.3 98.33 79 0.4149 86.39 42.62
9 28.13 98.45 79.04 0.4167 87.12 42.52
10 27.72 98.66 79.08 0.4192 88.48 42.2
  1. *The above ten ones are for the ten individual SVMs.
  2. **The following ten ones stand for the combined SVMs with thresholds from 1 to 10.