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Discovery of surprising exception rules based on intensity of implication
[chapter]
1998
Lecture Notes in Computer Science
This paper presents an algorithm for discovering surprising exception rules from data sets. An exception rule, which is defined as a deviational pattern to a common sense, exhibits unexpectedness and is sometimes extremely useful. A domain-independent approach, PEDRE, exists for the simultaneous discovery of exception rules and their common sense rules. However, PEDRE, being too conservative, have difficulty in discovering surprising rules. Historic exception discoveries show that surprise is
doi:10.1007/bfb0094800
fatcat:cwrxjpsrhzbf7olyiohldzrc6e