Glossary term
Glossary term
Governance and Compliance
Synonym for feature.
In machine learning fairness, attributes often refer to characteristics pertaining to individuals.
Created for this library
A retail data team treats customer attributes like recency, frequency, and monetary value as inputs to its churn model.
A credit team curates a stable set of borrower attributes for its scorecard so production audits stay reproducible.
A marketing analytics team standardizes the customer attribute dictionary across systems so every downstream model uses the same definitions.
Definition source: Google for Developers Machine Learning Glossary | Creative Commons Attribution 4.0 License