OMB Individually Reported
Anomaly Detection for Data Quality
Exact public inventory row
Description
Anomaly detection model designed to identify potentially erroneous data loads in TCR data. Uses an isolation forest model with aggregated data and automatically runs daily.
Automation level / stage
c) Deployed – The use case is being actively authorized or utilized to support the functions or mission of an agency.
Controls / human review
ATO: Not reported; PIA: Not published