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. 2010 Mar 15;5(3):e9695. doi: 10.1371/journal.pone.0009695

Table 1. Performance of different SVM classifiers in LOO CV.

Model C γ Th SN SP Accuracy MCC
AAC 19 0.001 −0.9 80.00 84.45 83.65 0.557
DPC 2 0.01 −0.7 80.00 84.45 83.65 0.557
CC 0 4 −1.0 64.00 75.65 73.55 0.328
HC 0 0.1 −1.0 68.00 74.48 73.31 0.346
MPC 2 0.001 −1.0 77.33 76.53 76.68 0.439
ACM 0 0.00001 −1.0 80.00 78.29 78.60 0.479
ACHM 20 0.001 −0.8 82.66 86.80 86.05 0.610
PSSM-a 22 4 −0.6 80.00 87.68 86.29 0.604
PSSM-b 60 0.0001 −0.6 82.66 81.81 81.97 0.541

Th–Threshold, SN–sensitivity, SP–specificity, MCC–Matthews Correlation Coefficient.