Data Quality
Noun · AI & Machine Learning
Definitions
The degree to which data is accurate, complete, relevant, consistent, and usable for a specific AI task. Poor data quality often causes more serious problems than model choice alone.
In plain English: How good and trustworthy the data is.
Example: "The project stalled because data quality issues in the source tickets made the training labels unreliable."