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Table 4 Evaluation with and without the use of SOM on ensemble of the ten-SVMs

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

SOM Sen Spec Acc MCC Prec F1
none 39.76 96.91 81.14 0.4842 83.07 53.78
3 × 3* 32.2 96.82 77.2 0.4105 81.46 46.14
3 × 3 40.73 96.68 81.36 0.487 82.17 54.46
5 × 5 42.47 96.35 81.15 0.4946 82.02 55.95
7 × 7 42.84 96.35 81.39 0.4979 81.96 56.25
  1. *Evaluation by combining three-SVMs.