About this document
Association Rule Mining in R Guide by Md Rezaul Karim is a document available to read on EtoBox.
The document discusses association rule mining and the FP-growth algorithm. It begins with an overview of association rules, including support, confidence and lift measures. It then introduces the FP-growth algorithm, which mines frequent itemsets without generating candidates. FP-growth compresses the database into an FP-tree and divides it into conditional databases mined separately. This reduces search costs by looking for short patterns recursively and concatenating them into long frequent patterns.
- Author
- Md Rezaul Karim
- Language
- EN