Student Performance Prediction on SAF-eval (response-level, row-disjoint 5-fold CV)
95.4AccuracyLogistic regression
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Logistic regression2026.06 | 95.4 | 90.8 | 78 | 86.6 | 1.5 | 13.6 | |
| MLP2026.06 | 94.8 | 90 | 76.5 | 84.6 | 1.7 | 48.6 | |
| Corrected VEStructure=KG-SoftMAP2026.06 | 94.5 | 89.5 | 75.1 | 83.3 | 1.9 | 1.6 | |
| Direct-parentNote=submitted2026.06 | 91.5 | 84.6 | 67.6 | 77.4 | 1.5 | 0 | |
| XGBoost2026.06 | 88.6 | 79.8 | 65 | 67.7 | 3.8 | 26.9 |