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Table 6 Overall performance of SVM, QM and ANN based models using 15 residues of N, C and N+C-termini. Last column shows performance of and consensus approaches where two or more than two models agree.

From: Analysis and prediction of antibacterial peptides

  SVM QM ANN Consensus
Terminus Sen. Spec. Acc. Sen. Spec. Acc. Sen. Spec. Acc. Sen. Spec. Acc.
N 87.72 87.98 87.85 84.65 84.91 84.78 83.38 83.89 83.63 86.70 88.49 87.60
C 84.38 85.94 85.16 81.25 82.81 81.64 76.56 78.12 77.34 82.55 84.38 83.46
N+C 92.11 92.11 92.11 90.02 90.72 90.37 88.17 88.17 88.17 91.65 93.50 92.58