Official Journal of the Asia Oceania Geosciences Society (AOGS)
Table 5 RF model evaluation
Classification diagnostics | |||||
|---|---|---|---|---|---|
| Â | F1-score | MCC | Sensitivity | Precision | Accuracy |
Training data | |||||
 Overall | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 |
 Validation data | |||||
Non-potentiality | 0.94 | 0.92 | 1.00 | 0.89 | 0.97 |
 Poor | 0.80 | 0.80 | 0.67 | 1.00 | 0.97 |
 Moderate | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 |
 Good | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 |
 Overall | 0.94 | 0.93 | 0.92 | 0.97 | 0.97 |