OMB Individually Reported
Predictive Modeling of Invasive Pest Species
Low riskExact public inventory row
Description
Imported agricultural products may contain pests. The purpose of this model is to assist in determining if imported agricultural products from other countries to have pests.
Detailed example
The model outputs are a prediction of whether a product carries a pest species and what risk category the pest belongs to.
AI / analytics pattern
Classical/Predictive Machine Learning: Models trained on data to make predictions or classifications based on identified patterns or relationships.
Automation level / stage
a) Pre-deployment – The use case is in a development or acquisition status.
Expected benefit
Benefits include more reliable discovery and quarantine of pests, preventing pest invasion and making trade safer.
Controls / human review
ATO: Not reported; PIA: Not published