UNIT-V : Frequent Pattern Analysis
Section outline
-
Syllabus:Market Basket Analysis, Frequent item set, closed item set & Association Rules, mining multilevel association rules, constraint based association rule mining, Generating Association
Rules from Frequent Item sets, Apriori Algorithm, Improving the Efficiency of Apriori, FP Growth Algorithm. Mining Various Kinds of Association Rules: Mining multilevel association rules, constraint based association rule mining, Meta rule-Guided Mining of Association Rules.