Association Rules - Strengths & Weaknesses
- Strengths
- Understandable and easy to use
- Useful
- Weaknesses
- Brute force methods can be expensive (memory and time)
C = sum of sizes of candidates (2n possible, n = #items)
D = size of database
- Association does not necessarily imply correlation
- Validation?
- Maintenance?
- Classification?