Fraud Detection on Transaction Fraud Dataset (test)
98.3AccuracyProposed Model
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Proposed ModelThreshold (τ)=Optimized2026.01 | 98.3 | 96.8 | 98.6 | 98.2 | 0.996 | |
| XGBoostThreshold (τ)=0.52026.01 | 97.8 | 94.1 | 92.4 | 93.2 | 0.988 | |
| Random Forest2026.01 | 97.1 | 90.3 | 88.7 | 89.5 | 0.981 | |
| Logistic Regression2026.01 | 95.4 | 82.6 | 71.2 | 76.5 | 0.942 |