Student Performance Classification on SAEB (full dataset)
90.17AccuracyRandom Forest
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Random ForestFeatures=Refined feature set2025.10 | 90.17 | 96.69 | |
| CatBoostFeatures=Refined feature set, Hyperparameter Tuning=No extensive tuning2025.10 | 64.17 | 69.84 | |
| XGBoostFeatures=Refined feature set, Hyperparameter Tuning=No extensive tuning2025.10 | 63.15 | 68.33 | |
| LightGBMFeatures=Refined feature set, Hyperparameter Tuning=No extensive tuning2025.10 | 62.48 | 67.43 |