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Evaluation based on the cross-validation of results from data mining models.
| Model | AUC (%) | CA (%) | F1 (%) | Precision (%) | Recall (%) | Log Loss (%) |
|---|---|---|---|---|---|---|
| Random Forest | 85.2 | 96.8 | 96.0 | 95.8 | 96.8 | 0.2 |
| Neural Network | 95.5 | 98.6 | 98.6 | 98.6 | 98.6 | 0.1 |
| K-Nearest Neighbours | 95.5 | 95.5 | 94.6 | 93.7 | 95.5 | 0.1 |
| CN2 Induction | 87.8 | 94.6 | 94.6 | 94.6 | 94.6 | 0.1 |
| Average | 91.0 | 96.4 | 96.0 | 95.7 | 96.4 | 0.1 |
Legend: Area Under the Curve (AUC), Classification Accuracy (CA), F1 = weighted average.
