Fraud Detection on PaySim (test)
0.899F1 ScoreXGBoost
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| XGBoostThreshold=0.989, Training Time (s)=8.52026.01 | 0.899 | 0.8782 | 0.9209 | 0.9998 | |
| Random ForestThreshold=0.417, Training Time (s)=2042026.01 | 0.885 | 0.8401 | 0.935 | 0.9992 | |
| ECSELThreshold=0.904, Training Time (s)=9602026.01 | 0.7908 | 0.681 | 0.9427 | 0.9914 | |
| Logistic RegressionThreshold=1, Training Time (s)=1642.82026.01 | 0.5544 | 0.5106 | 0.6066 | 0.9593 |