Breast Cancer Wisconsin
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Classification | Breast Cancer Wisconsin (10-fold cross-val) | AUC0.96 | 16 | |
| Clustering | Breast Cancer Wisconsin (BCW) | Average Performance Score12.93 | 15 | |
| Pruning Boosted Tree Ensembles | Breast-Cancer-Wisconsin | Pruning Rate88 | 7 | |
| Classification | Breast Cancer Wisconsin Dataset (val) | Accuracy97.4 | 7 | |
| Human-AI Triage | Breast Cancer Wisconsin (Diagnostic) Non-IID UCI (test shift) | Cumulative Net Utility110.61 | 4 | |
| Human-AI Triage | Breast Cancer Wisconsin (Diagnostic) IID UCI (test) | Cumulative Net Utility108.84 | 4 | |
| Classification | breast-cancer-wisconsin (test) | Accuracy97.37 | 4 | |
| Analog Neural Network Verification | Breast Cancer Wisconsin | Time (s)5 | 2 | |
| Classification | Breast Cancer Wisconsin | Stability Score93 | 2 |
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