Share your thoughts, 1 month free Claude Pro on usSee more

Fraud Detection on Synthetic Credit Card Fraud (test)

0.9513Precision

Random Forest

Updated 24d ago

Evaluation Results

Method	Links
Random Forest 2025.07		0.9513	0.8882	0.9174	0.9589
Random Forest 2025.07		0.9461	0.8907	0.9166	0.95
XGBoost 2025.07		0.9374	0.9013	0.919	0.9963
Random Forest 2025.07		0.934	0.8967	0.9145	0.9733
XGBoost 2025.07		0.9079	0.8542	0.8792	0.9965
XGBoost 2025.07		0.9028	0.8703	0.8859	0.9963
KNN 2025.07		0.7589	0.772	0.7653	0.8198
KNN 2025.07		0.7589	0.772	0.7653	0.8198
KNN 2025.07		0.7589	0.772	0.7653	0.8198
Logistic Regression 2025.07		0.6514	0.6668	0.6587	0.8264
Logistic Regression 2025.07		0.6511	0.6647	0.6576	0.826
Logistic Regression 2025.07		0.6507	0.6712	0.6603	0.8278