This algorithm might be efficient (fast performance) for data mining when trying to cluster categorical (non-numerical) large data set.
Read: http://scholar.google.com/scholar?hl=en&lr=&q=cache:hPC_IAqQuWUJ:www.dmi.usherb.ca/~wang/teaching/winter_03/Huang_Categ_Clustering.pdf+%22chi+square%22+%22data+mining%22
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