Analyst Dashboard

Aegis AI - Comprehensive AI Fraud Detection System

Tuned XGBoost Model Performance

Accuracy
99.93%
Precision
76.85%
Recall
84.69%
F1-Score
80.58%
Confusion Matrix
Predicted Negative
Predicted Positive
Actual Negative
284,315True Negative
113False Positive
Actual Positive
75False Negative
417True Positive
ROC Curve

Manual Transaction Analysis

Click a button to test a transaction.

Live Transaction Stream

disconnected

Start the live feed to see real-time transactions from the ML backend.

Credit Card Fraud Analytics

Model Comparison