This application can show the benefit DataRobot can provide a manual reviewer 'drowning in alerts'. Due to compliance reasons often there is a manual review required of AML alerts (generated by a rules based system). DatRobot can make the processing of these alerts more efficient and reduce the false positive rate. This uses the Anti-Money Laundering dataset.
The anomaly score can compliment the classification model and potentially catch different fraudulant observations. Can make for a good story if fraudulant actors 'adapt their behavior.'
Score the sample file provided in the Repository. This application is largely based off of an application Marshall Krassenstein built.