OMB Individually Reported
Forest based and boosted classification and regression methods
Low riskExact public inventory row
Description
Determining which features of a forest best indicate species presence and amount
Detailed example
Predicts occurance or abundance of species
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
Improves the selection of most relevant forest features for making predictions
Controls / human review
ATO: Not reported; PIA: Not published