Classifier | Training features | Sensitivity | Specificity | Accuracy | MCC |
---|---|---|---|---|---|
SVM | AA | 0.638 | 0.655 | 0.652 | 0.233 |
AAC | 0.713 | 0.716 | 0.715 | 0.347 | |
AAPC | 0.646 | 0.728 | 0.713 | 0.309 | |
PWM | 0.745 | 0.733 | 0.735 | 0.388 | |
PSSM | 0.670 | 0.709 | 0.702 | 0.307 | |
ASA | 0.585 | 0.607 | 0.603 | 0.151 | |
AAindex | 0.702 | 0.752 | 0.743 | 0.375 | |
J48 DT | AA | 0.617 | 0.607 | 0.609 | 0.176 |
AAC | 0.638 | 0.631 | 0.632 | 0.212 | |
AAPC | 0.638 | 0.636 | 0.636 | 0.216 | |
PWM | 0.660 | 0.680 | 0.676 | 0.271 | |
PSSM | 0.670 | 0.709 | 0.702 | 0.307 | |
ASA | 0.574 | 0.583 | 0.581 | 0.123 | |
AAindex | 0.649 | 0.709 | 0.698 | 0.290 | |
RF | AA | 0.628 | 0.660 | 0.654 | 0.229 |
AAC | 0.723 | 0.716 | 0.717 | 0.355 | |
AAPC | 0.646 | 0.728 | 0.713 | 0.309 | |
PWM | 0.734 | 0.733 | 0.733 | 0.380 | |
PSSM | 0.660 | 0.704 | 0.696 | 0.294 | |
ASA | 0.585 | 0.607 | 0.603 | 0.151 | |
AAindex | 0.734 | 0.743 | 0.741 | 0.390 |