Table 4. Comparisons of the proposed method SCMCRYS with existing classifiers.
Classifiers | Type | Test Accuracy (%) | MCC | Sensiti vity | Specifi city |
CRYSTALP2a | single | 55.3 | 0.19 | 0.74 | 0.46 |
SVMCRYSa | single | 56.3 | 0.21 | 0.75 | 0.47 |
SVM_POLYa | single | 74.6 | 0.40 | 0.48 | 0.88 |
SVM_DPC | single | 77.55 | 0.47 | 0.45 | 0.94 |
SCM (Dipeptide) | single | 73.90 | 0.38 | 0.45 | 0.88 |
PPCpreda | ensemble | 76.8 | 0.47 | 0.61 | 0.85 |
RFCRYSa | ensemble | 80.0 | 0.53 | 0.51 | 0.95 |
SCMCRYS | ensemble | 76.1 | 0.44 | 0.46 | 0.91 |
Results come from the work RFCRYS [14].