Rare Disease Diagnosis on APDS dataset
94.1Balanced AccuracySR
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| SRk=2, Regularization=l2, Evaluation Protocol=5-nested cross-validation2026.05 | 94.1 | 93.3 | 94.8 | 76 | 82.1 | 98.2 | 93.6 | |
| NNRegularization=l2, Evaluation Protocol=5-nested cross-validation2026.05 | 91.6 | 89.3 | 93.8 | 72.3 | 78.4 | 98.8 | 95.2 | |
| LRRegularization=l2, Evaluation Protocol=5-nested cross-validation2026.05 | 90.7 | 86 | 95.3 | 78.9 | 79.8 | 98.5 | 94.1 | |
| XGBoostRegularization=l2, Evaluation Protocol=5-nested cross-validation2026.05 | 88.4 | 79.3 | 97.4 | 81 | 79.5 | 91.4 | 85.3 | |
| RFRegularization=l2, Evaluation Protocol=5-nested cross-validation2026.05 | 80.4 | 61.3 | 99.5 | 96 | 73.7 | 96.2 | 89.3 |