Table 3.
Classification performance of other representative classifiers.
| PRODIGY-CRYSTAL | ||||
|---|---|---|---|---|
| Sensitivity | Specificity | Accuracy | MCC | |
| Duarte | 94% | 55% | 74% | 0.53 |
| Bahadur | 93% | 85% | 88% | 0.77 |
| Zhu | 93% | 91% | 92% | 0.83 |
| EPPIC (UniRef2016_07) | ||||
| Sensitivity | Specificity | Accuracy | MCC | |
| Duarte (training) | 90% | 71% | 80% | 0.59 |
| Bahadur | 89% | 86% | 87% | 0.74 |
| Zhu | 86% | 97% | 93% | 0.84 |
| PISA | ||||
| Sensitivity | Specificity | Accuracy | MCC | |
| Duarte | 91% | 59% | 74% | 0.52 |
| Bahadur | 89% | 73% | 80% | 0.62 |
| Zhu | 84% | 90% | 88% | 0.74 |
| NOXclass | ||||
| Sensitivity | Specificity | Accuracy | MCC | |
| Duarte | 69% | 62% | 65% | 0.3 |
| Bahadur | 86% | 71% | 78% | 0.57 |
| Zhu (training) | 97% | 98% | 97% | 0.94 |