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Performance summary on the Wisconsin dataset (Dataset II).
| Metric | Acc. | Prec. | Rec. | F1 | AUC |
|---|---|---|---|---|---|
| Standard ensemble | 0.94 | 1.000 | 0.90 | 0.92 | 0.99 |
| Certain only (τ = 0.15) | 0.98 | 1.000 | 0.96 | 0.98 | 0.99 |
Uncertainty: µ = 0.044, σ = 0.090, Max = 0.459, Min = 0.000.
