Early Prediction on LEAP t=56
86.02ROC-AUCGBDT
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| GBDTProtocol=strict LEAP evaluation protocol, Cutoff=56 days2026.05 | 86.02 | 82.24 | 77.77 | 0.1511 | |
| RFProtocol=strict LEAP evaluation protocol, Cutoff=56 days2026.05 | 85.78 | 82 | 77.81 | 0.1533 | |
| MLPProtocol=strict LEAP evaluation protocol, Cutoff=56 days2026.05 | 85.52 | 81.31 | 77.11 | 0.1548 | |
| AdaBoostProtocol=strict LEAP evaluation protocol, Cutoff=56 days2026.05 | 84.06 | 79.94 | 75.32 | 0.1891 | |
| SVM-RBFProtocol=strict LEAP evaluation protocol, Cutoff=56 days2026.05 | 84.04 | 79.46 | 76.3 | 0.1612 | |
| kNNProtocol=strict LEAP evaluation protocol, Cutoff=56 days2026.05 | 83.78 | 77.78 | 76.52 | 0.1625 | |
| ExtraTreesProtocol=strict LEAP evaluation protocol, Cutoff=56 days2026.05 | 83.61 | 79.94 | 75.62 | 0.1698 | |
| LRProtocol=strict LEAP evaluation protocol, Cutoff=56 days2026.05 | 81.97 | 77.44 | 74.73 | 0.1748 | |
| SVM-LinProtocol=strict LEAP evaluation protocol, Cutoff=56 days2026.05 | 81.25 | 77.79 | 75.39 | 0.1759 | |
| NBProtocol=strict LEAP evaluation protocol, Cutoff=56 days2026.05 | 77.41 | 70.79 | 71.63 | 0.2375 |