Frequent patterns (or frequent itemsets)
What items are frequently purchased together in your
TKMaxx?
Association, correlation vs. causality
A typical association rule
Diaper Beer [0.5%, 75%] (support, confidence)
Are strongly associated items also strongly correlated?
How to mine such patterns and rules efficiently in large
datasets?
How to use such patterns for classification, clustering, and
other applications?