Table 4. Metrics for the Data Set from Garner et al.
| R2 | ρ | RMSE | F1 | ROC-AUC | accuracy | recall | specificity | TP | TN | FP | FN | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| nonalternants | 0.68 | 0.78 | 0.09 | 0.67 | 0.75 | 0.97 | 0.50 | 1.00 | 2 | 75 | 0 | 2 |
| avoided symmetry | 0.69 | 0.84 | 0.14 | 0.83 | 0.87 | 0.89 | 0.80 | 0.94 | 12 | 30 | 2 | 3 |
| substituted | 0.56 | 0.78 | 0.21 | 0.80 | 0.85 | 0.90 | 0.74 | 0.96 | 14 | 50 | 2 | 5 |