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Credit Card Fraud Detection on Kaggle Credit Card Fraud original non-augmented (test)
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96.65
Precision
Random Forest
86.3748
89.0424
91.71
94.3776
Jul 19, 2025
Precision
Recall
F1-score
AUC-ROC
Updated 24d ago
Evaluation Results
Method
Method
Links
Precision
Recall
F1-score
AUC-ROC
Random Forest
Augmentation=none
2025.07
96.65
85.25
90.59
97.87
XGBoost
Augmentation=none
2025.07
95.44
90.81
93
98.14
KNN
Augmentation=none
2025.07
95.33
89.79
92.38
94.88
CPAC
Augmentation=none
2025.07
93.16
88.76
90.85
98.49
Logistic Regression
Augmentation=none
2025.07
86.77
89.77
88.21
97.35
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