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Table 3 Prediction results of combined SVMs

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

SVM Sen Spec Acc MCC Prec F1
Individual* 24.62 98.48 78.09 0.3828 86.04 38.28
3-combined** 31.39 96.74 76.6 0.4009 81.12 45.27
10-combined 39.76 96.91 81.14 0.4842 83.07 53.78
  1. *The best SVM among the ten individual SVMs.
  2. **Average performance when combining three-SVMs selected from the ten-SVMs.