Transaction Simulator
Build a transaction and watch both models and the RBA policy react instantly
Transaction
Ensemble verdict
0.081
ApprovedAutoencoder (w=0.50)0.037
Isolation Forest (w=0.50)0.125
Why
Matches the cardholder's normal behaviour.
Feature vector
Amount deviation0.000
New device0.000
Location anomaly0.000
Odd hour0.000
Velocity0.000
Channel risk0.200
Merchant risk0.100