| 6.1 | Transactional Data | |||
| 6.2 | Itemsets and Association Rules | |||
| 6.3 | Use of Association Rules | |||
| 6.4 | Support and Confidence | |||
| 6.5 | An Example | |||
| 6.6 | APRIORI Algorithm | |||
| |
6.6.1 | |||
| 6.6.2 | ||||
| 6.6.3 | ||||
| 6.6.3.1 | ||||
| 6.6.3.2 | ||||
| 6.6.3.3 | ||||
| 6.6.3.4 | ||||
| 6.7 | ||||
| 6.8 | Other Association Rules | |||
| 6.8.1 | Multi-level Association Rules | |||
| 6.8.2 | Constraint-based Association Rules | |||
| 6.9 | Measuring Interestingness | |||
| 6.10 | Post-processing for Association Rules | |||
| 6.11 | Chapter Quiz | |||
| 6.12 | Chapter Review Exercises | |||
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