Classification on Kaggle Credit Card Fraud (test)
84.9F1 ScoreEmDT
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| EmDTClassifier=XGBoost2026.03 | 84.9 | 79.1 | 91.6 | 89.5 | 55.5 | |
| SMOTEClassifier=XGBoost2026.03 | 83.4 | 78.4 | 89.1 | 89.2 | 68.6 | |
| TVAEClassifier=XGBoost2026.03 | 82 | 77.8 | 86.9 | 88.9 | 52.8 | |
| TabDDPMClassifier=XGBoost2026.03 | 81.6 | 76.7 | 87.3 | 88.4 | 57.8 | |
| CTGANClassifier=XGBoost2026.03 | 80.5 | 75.1 | 87.3 | 87.5 | 52.6 | |
| OriginalClassifier=XGBoost2026.03 | 80 | 74.3 | 86.8 | 87.1 | — |