Table 2.
Comparing the enhancer with the threshold classifier of approximately equal specificity on synthetic scores assigned to surface residues of protein complexes taken from the data set PlaneDimers and the KL-subset
Data Set | Score Precisionς | Classifier | Specificity | Sensitivity | MCC |
---|---|---|---|---|---|
0.8 | Threshold Predictor | 0.9672 | 0.2562 | 0.3253 | |
Enhancer | 0.9666 | 0.4281 | 0.4911 | ||
PlaneDimer | 0.9 | Threshold Predictor | 0.9618 | 0.2556 | 0.3077 |
Enhancer | 0.9624 | 0.4086 | 0.4610 | ||
1.0 | Threshold Predictor | 0.9611 | 0.2428 | 0.2912 | |
Enhancer | 0.9612 | 0.3872 | 0.4379 | ||
1.1 | Threshold Predictor | 0.9681 | 0.2100 | 0.2753 | |
Enhancer | 0.9677 | 0.3307 | 0.4045 | ||
1.2 | Threshold Predictor | 0.9649 | 0.2100 | 0.2648 | |
Enhancer | 0.9647 | 0.3213 | 0.3854 | ||
0.8 | Threshold Predictor | 0.9568 | 0.2936 | 0.3549 | |
Enhancer | 0.9577 | 0.3586 | 0.4210 | ||
KL-subset | 0.9 | Threshold Predictor | 0.9533 | 0.2843 | 0.3369 |
Enhancer | 0.9531 | 0.3290 | 0.3820 | ||
1.0 | Threshold Predictor | 0.9570 | 0.2559 | 0.3152 | |
Enhancer | 0.9571 | 0.2971 | 0.3591 | ||
1.1 | Threshold Predictor | 0.9615 | 0.2279 | 0.2949 | |
Enhancer | 0.9614 | 0.2743 | 0.3459 | ||
1.2 | Threshold Predictor | 0.9604 | 0.2199 | 0.2828 | |
Enhancer | 0.9599 | 0.2516 | 0.3175 |