Dashboard / Risk Prediction

Fraud Risk Assessment

Analyze a financial transaction using the deployed machine learning model.

API Connected
fraud_pipeline v1.0.0
TRANSACTION INPUT

Transaction Details

Enter the transaction information to calculate fraud probability.

01
ID Transaction Identity
₹ Transaction Information
₹
24-hour format, 0–23
⌁ Risk Signals
Device Risk 0.25
LowHigh
IP Risk 0.18
LowHigh
MODEL OUTPUT

Risk Assessment

Model Ready
✓
TRANSACTION STATUS

Low Fraud Risk

Fraud Probability 18.8%
0%25%50%75%100%
Risk Level Low Risk
PredictionClass 0
Modelfraud_pipeline
Version1.0.0
TransactionTX10001
SYSTEM STATUS

Service Health

API Service
Operational
ML Model
Loaded
Endpoint
POST /predict
i
Production model

Predictions are generated by the deployed fraud_pipeline Random Forest model using the configured preprocessing pipeline.