Monday, November 3, 2008

Association rule learning from tabular dataset

In this tutorial, we learn association rules from tabular dataset (examples x attributes).

We evaluate the influence of SUPPORT_MIN and CONFIANCE_MIN parameters on the number and the quality of computed rules.

Keywords: association rules, a priori algorithm
Components: A priori
Tutorial: enA_priori.pdf
Dataset: banque.bdm
P.N. Tan, M. Steinbach, V. Kumar, « Introduction to Data Mining », Addison Wesley, 2006 ; chapitre 6, « Association analysis : Basic Concepts and Algorithms ».
Wikipedia - "Association rule learning"