Classification on AI4I 2020
90.1F1 ScoreXGBoost
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| XGBoostSource=Zhang et al. (2022) [10]2026.03 | 90.1 | 97.1 | |
| Random ForestSource=Matzka (2020) [8]2026.03 | 88.2 | 95.4 | |
| Decision TreeSource=Matzka (2020) [8]2026.03 | 85.4 | 91 | |
| LightGBMSource=This work (best), Evaluation Protocol=SMOTE inside CV folds only2026.03 | 81.4 | 97.3 | |
| XGBoostSource=This work, Evaluation Protocol=SMOTE inside CV folds only2026.03 | 76.8 | 97.4 | |
| Random ForestSource=This work, Evaluation Protocol=SMOTE inside CV folds only2026.03 | 75.4 | 97.1 |