Classifier | Training features | Sensitivity | Specificity | Accuracy | MCC |
---|---|---|---|---|---|
SVM | AA | 0.680 | 0.643 | 0.649 | 0.235 |
AAC | 0.728 | 0.686 | 0.692 | 0.305 | |
AAPC | 0.699 | 0.696 | 0.697 | 0.294 | |
PWM | 0.748 | 0.715 | 0.720 | 0.346 | |
PSSM | 0.704 | 0.686 | 0.689 | 0.288 | |
ASA | 0.592 | 0.571 | 0.574 | 0.117 | |
AAindex | 0.709 | 0.720 | 0.719 | 0.323 | |
J48 DT | AA | 0.534 | 0.557 | 0.554 | 0.066 |
AAC | 0.655 | 0.678 | 0.674 | 0.246 | |
AAPC | 0.670 | 0.683 | 0.681 | 0.261 | |
PWM | 0.689 | 0.674 | 0.676 | 0.267 | |
PSSM | 0.621 | 0.660 | 0.655 | 0.207 | |
ASA | 0.515 | 0.563 | 0.555 | 0.055 | |
AAindex | 0.660 | 0.682 | 0.679 | 0.253 | |
RF | AA | 0.660 | 0.635 | 0.638 | 0.214 |
AAC | 0.704 | 0.686 | 0.689 | 0.288 | |
AAPC | 0.709 | 0.703 | 0.704 | 0.307 | |
PWM | 0.718 | 0.707 | 0.708 | 0.317 | |
PSSM | 0.699 | 0.686 | 0.688 | 0.285 | |
ASA | 0.583 | 0.583 | 0.583 | 0.119 | |
AAindex | 0.709 | 0.717 | 0.716 | 0.319 |