A4.3.5 Unsupervised learning: Association
Clustering finds groups of similar things. Association rule mining does something different with unlabelled data: it finds relationships between different things, the patterns of what tends to occur together. From a supermarket's millions of receipts it can surface a rule like "customers who buy bread and butter also tend to buy milk". This page describes how association rule mining produces these if-then rules from...