Prognostic risk prediction on primary VLBWI cohort (test)
92AccuracyQDSP
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| QDSPevaluation_protocol=nested cross-validation2026.05 | 92 | 95.28 | 94.29 | 97.14 | 94.16 | 0.0658 | |
| LightGBMevaluation_protocol=nested cross-validation2026.05 | 88.18 | 90.56 | 94.29 | 93.39 | 91.65 | 0.0999 | |
| TabPFNevaluation_protocol=nested cross-validation2026.05 | 88.12 | 92.2 | 92.5 | 95 | 92.13 | 0.0772 | |
| Random Forestevaluation_protocol=nested cross-validation2026.05 | 80.36 | 83.79 | 91.43 | 80.36 | 86.97 | 0.1876 | |
| Logistic Regressionevaluation_protocol=nested cross-validation2026.05 | 78.55 | 80.67 | 91.79 | 80 | 85.75 | 0.2066 | |
| SVMevaluation_protocol=nested cross-validation2026.05 | 74.55 | 74.32 | 100 | 73.45 | 85.08 | 0.1925 | |
| XGBoostevaluation_protocol=nested cross-validation2026.05 | 72.55 | 72.55 | 100 | 64.94 | 84.03 | 0.2454 | |
| Decision Treeevaluation_protocol=nested cross-validation2026.05 | 70.55 | 83.84 | 78.21 | 75.06 | 78.08 | 0.1586 | |
| TabNetevaluation_protocol=nested cross-validation2026.05 | 60 | 54.27 | 65.71 | 89.55 | 58.18 | 0.2417 |