FS
FraudShield
Credit Card Fraud Detection Dashboard
Model Active
Total Transactions
284,807
Fraudulent
492 (0.17%)
Legitimate
284,315
Best Model F1
0.87 (XGBoost)
Model Comparison
Model
F1 Score
Performance
XGBoost
0.87
BEST
Random Forest
0.82
Logistic Reg.
0.74
SVM
0.79
Confusion Matrix (XGBoost)
Pred Legit
Pred Fraud
Actual Legit
56,850
12
Actual Fraud
13
86
ROC Curve
False Positive Rate
True Positive Rate
XGBoost (0.96)
RF (0.93)
LR (0.88)
Test a Transaction
Amount ($)
$150
V1 (Time Component)
0.0
V2 (Transaction Pattern)
0.0
V3 (Location Factor)
0.0
V4 (Merchant Category)
0.0
V5 (Frequency Score)
0.0
Analyze Transaction
0%