Classifier | Training features | Sensitivity | Specificity | Accuracy | MCC |
---|---|---|---|---|---|
SVM | AA | 0.614 | 0.603 | 0.605 | 0.163 |
AAC | 0.653 | 0.683 | 0.678 | 0.259 | |
AAPC | 0.663 | 0.687 | 0.683 | 0.270 | |
PWM | 0.713 | 0.718 | 0.717 | 0.336 | |
PSSM | 0.624 | 0.685 | 0.674 | 0.239 | |
ASA | 0.594 | 0.599 | 0.598 | 0.145 | |
AAindex | 0.693 | 0.726 | 0.721 | 0.329 | |
J48 DT | AA | 0.554 | 0.603 | 0.595 | 0.119 |
AAC | 0.594 | 0.683 | 0.668 | 0.214 | |
AAPC | 0.614 | 0.687 | 0.674 | 0.233 | |
PWM | 0.614 | 0.675 | 0.664 | 0.222 | |
PSSM | 0.554 | 0.665 | 0.646 | 0.169 | |
ASA | 0.535 | 0.599 | 0.588 | 0.101 | |
AAindex | 0.646 | 0.690 | 0.683 | 0.259 | |
RF | AA | 0.614 | 0.605 | 0.607 | 0.165 |
AAC | 0.634 | 0.683 | 0.674 | 0.244 | |
AAPC | 0.653 | 0.683 | 0.678 | 0.259 | |
PWM | 0.713 | 0.716 | 0.716 | 0.334 | |
PSSM | 0.624 | 0.685 | 0.674 | 0.239 | |
ASA | 0.594 | 0.599 | 0.598 | 0.145 | |
AAindex | 0.693 | 0.724 | 0.719 | 0.327 |