Diagnostic test approaches to machine learning and commonsense reasoning systems This book analyzes and compares the existing and most effective algorithms for mining through logical rules and shows how these approaches use shared concepts for mining logical rules including item item set transaction frequent itemset maximal itemset generator (non redundant or irredundant itemset) closed itemset support and confidence