Table 5.
Shared SCOP Level | 4SSEs | 5SSEs | 6SSEs | ||||||
---|---|---|---|---|---|---|---|---|---|
Accuracy = 98% | Accuracy = 98% | Accuracy = 97% | |||||||
Pre | Rec | MCC | Pre | Rec | MCC | Pre | Rec | MCC | |
Class | 0.99 | 0.99 | 0.92 | 0.98 | 1.00 | 0.89 | 0.97 | 1.00 | 0.85 |
Fold | 0.96 | 0.83 | 0.89 | 1.00 | 0.69 | 0.82 | 0.95 | 0.51 | 0.70 |
Super-family | 0.88 | 0.69 | 0.78 | 0.98 | 0.65 | 0.79 | 0.95 | 0.57 | 0.74 |
Family | 0.98 | 0.92 | 0.95 | 0.98 | 0.92 | 0.94 | 0.98 | 0.84 | 0.90 |
Classification performance of the random forest on domains consisting of four, five and six SSEs in ten-fold cross-validation. Pre = Precision, Rec = Recall and MCC = Matthew's correlation coefficient.