Ranking objective interestingness measures with sensitivity values

• Main Authors: Huynh, Hiep Xuan, Guillet, Fabrice, Le, Thang Quyet, Briand, Henri
• Format: Article
• Language: English
• Published: VNU 2014
• Subjects: Knowledge Discovery from Databases (KDD); Association rules,; Sensitivity value,; Objective interestingness measures; Interestingness interval
• Online Access: http://repository.vnu.edu.vn/handle/11126/4691
• Institution: Vietnam National University, Hanoi

In this paper, we propose a new approach to evaluate the behavior of objective interestingness measures on association rules. The objective interestingness measures are ranked according to the most significant interestingness interval calculated from an inversely cumulative distribution. The sensi...