Using fuzzy logic in large, complex data mining applications

A data mining application called DataComber was built using the union rule configuration (URC), a mathematical construct that allows this program to process very large data sets in near-linear time, work simultaneously with hundreds or thousands of predictive elements without resorting to pruning techniques, and incorporate records with any number of missing values without requiring missing-value interpolation or the elimination of sparsely populated records.