What makes a rule surprising?
Does not match prior expectation
- Correlation between milk and cereal remains roughly constant over time
Cannot be trivially derived from simpler rules
- Milk 10%, cereal 10%
- Milk and cereal 10% … surprising
- Eggs 10%
- Milk, cereal and eggs 0.1% … surprising!
- Expected 1%