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Benchmarks
Fraud Detection on PaySim (test)
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0.899
F1 Score
XGBoost
0.540616
0.633658
0.7267
0.819742
Jan 29, 2026
F1 Score
Recall
Precision
ROC AUC
Updated 4d ago
Evaluation Results
Method
Method
Links
F1 Score
Recall
Precision
ROC AUC
XGBoost
Threshold=0.989, Train...
2026.01
0.899
0.8782
0.9209
0.9998
Random Forest
Threshold=0.417, Train...
2026.01
0.885
0.8401
0.935
0.9992
ECSEL
Threshold=0.904, Train...
2026.01
0.7908
0.681
0.9427
0.9914
Logistic Regression
Threshold=1, Training...
2026.01
0.5544
0.5106
0.6066
0.9593
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