Definitions (cont.)
Interestingness
- Valid: certainty metric
- Novel (to the system): novelty metric
- Potentially useful: utility metric
- Ultimately understandable: simplicity metric
A pattern is knowledge if it satisfies the user-defined interestingness criteria