Prediction on Pharyngitis (test)
73.7AUROCRF
Evaluation results
| Method | Links | ||
|---|---|---|---|
| RFImputation method=zero (I0)2025.05 | 73.7 | 25 | |
| RFImputation method=MICE (IM)2025.05 | 73.6 | 25.3 | |
| NEUMISS2025.05 | 73.4 | 25.7 | |
| XGBOOST2025.05 | 72.4 | 19.9 | |
| M-GAMModel variant=IND2025.05 | 71.7 | 15.6 | |
| MA-RFImputation method=zero (I0)2025.05 | 71.7 | 14.1 | |
| MA-RFImputation method=MICE (IM)2025.05 | 71.4 | 14.1 | |
| M-GAMModel variant=INT2025.05 | 71.3 | 13.7 | |
| LRImputation method=zero (I0)2025.05 | 70.5 | 15.9 | |
| LRImputation method=MICE (IM)2025.05 | 70.5 | 15.9 | |
| MA-LASSOImputation method=zero (I0)2025.05 | 70.2 | 18.8 | |
| MA-LASSOImputation method=MICE (IM)2025.05 | 70.2 | 18.8 | |
| MINTY2025.05 | 69.7 | 11.8 | |
| MA-GBTImputation method=zero (I0)2025.05 | 68.2 | 6.8 | |
| MA-GBTImputation method=MICE (IM)2025.05 | 68.2 | 6.8 | |
| MA-DTImputation method=MICE (IM)2025.05 | 66.9 | 4.3 | |
| MA-DTImputation method=zero (I0)2025.05 | 66.6 | 4.3 | |
| DTImputation method=MICE (IM)2025.05 | 65.6 | 7.8 | |
| DTImputation method=zero (I0)2025.05 | 65.5 | 7.9 |