Table 6.
Model | AUC (%) | CA (%) | F1 (%) | Precision (%) | Recall (%) | Log Loss (%) |
---|---|---|---|---|---|---|
Random Forest | 100.0 | 99.5 | 99.5 | 99.5 | 99.5 | 0.0 |
Neural Network | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 0.0 |
K-Near Neighbours | 98.7 | 98.2 | 98.0 | 98.0 | 98.2 | 0.1 |
CN2 Induction | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 0.0 |
Legend: Area Under the Curve (AUC), Classification Accuracy (CA), F1 = weighted average.