CS6220: DATA MINING TECHNIQUES Instructor: Yizhou Sun yzsun@ccs.neu.edu March 18, 2013 Chapter 8&9: Classification: Part 4 Chapter 8&9. Classification: Part 4 • Frequent Pattern-based Classification • Ensemble Methods • Other Topics • Summary 2 Associative Classification • Associative classification: Major steps • Mine data to find strong associations between frequent patterns (conjunctions of att