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. 2014 May 14;9(5):e97158. doi: 10.1371/journal.pone.0097158

Table 2. The comparisons of SCMBLP with some comparable methods using BLP-TRN in terms of 5- or 10-fold cross-validation accuracy (%).

Method Classifier Features Optimization Sensitivity Specificity Accuracy
BLProt [6] SVM 100 PCPs No 74.47a 84.21a 80.00
PBLP [7] SVM 15 PCPs Yes 84.11 79.25 84.50
BLPre [8] SVM PSSM-AC No 79.33 91.00 85.17
SVM-Hybrid [9] SVM DPC+PSSM+RAAC+ACS No 88.33 92.67 90.50
SVM-DPC SVM DPC No 82.00 85.00 83.50
SCMBLP SCM DPC Yes 89.67 92.00 90.83

RAAC: Reduced amino acid composition;

ACS: Average chemical shift;

DPC: Dipeptide composition.

a

The results are test accuracies that the cross-validation accuracies were not reported.