Training feature | Classifier | Sensitivity (%) | Specificity (%) | Accuracy (%) | MCC |
---|---|---|---|---|---|
AAC | DT | 59.6 | 55.6 | 56.9 | 0.14 |
RF | 59.6 | 59.0 | 59.2 | 0.18 | |
SVM | 56.2 | 59.6 | 58.4 | 0.15 | |
AAPC | DT | 59.6 | 47.8 | 51.7 | 0.07 |
RF | 48.3 | 62.9 | 58.1 | 0.11 | |
SVM | 60.7 | 47.8 | 52.1 | 0.08 | |
B62 | DT | 44.9 | 70.8 | 62.2 | 0.16 |
RF | 55.1 | 55.1 | 55.1 | 0.10 | |
SVM | 51.7 | 43.3 | 46.1 | − 0.05 | |
PSSM | DT | 34.8 | 71.9 | 59.6 | 0.07 |
RF | 58.4 | 52.2 | 54.3 | 0.10 | |
SVM | 39.3 | 59.6 | 52.8 | − 0.01 | |
PCAAC | DT | 50.6 | 71.3 | 64.4 | 0.22 |
RF | 50.6 | 50.6 | 50.6 | 0.01 | |
SVM | 58.4 | 68.0 | 64.8 | 0.25 |