609 B
609 B
Unit 3: Association Rule Mining
Welcome to your simplified notes for Unit 3.
Table of Contents
- 01_Association_Rule_Mining
- What is it? (Market Basket Analysis)
- Key Terms: Support, Confidence, Frequent Itemsets
- 02_Apriori_Algorithm
- How it works (Join & Prune)
- Example Calculation
- 03_FP_Growth_Algorithm
- FP-Tree Structure
- Why it is faster than Apriori
- 04_Advanced_Pattern_Mining
- Closed and Maximal Patterns
- Vertical Data Format (Eclat)