Comprehensive Evaluation of Association Measures for Fault Localization

• Main Authors: LUCIA, Lucia, LO, David, JIANG, Lingxiao, Budi, Aditya
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2010
• Subjects: Association measures; Fault location; Debugging; Data mining; Statistical analysis; Variables of interest; Software Engineering
• Online Access: https://ink.library.smu.edu.sg/sis_research/1330; https://ink.library.smu.edu.sg/context/sis_research/article/2329/viewcontent/assocMeasures_Rev.pdf
• Institution: Singapore Management University

In statistics and data mining communities, there have been many measures proposed to gauge the strength of association between two variables of interest, such as odds ratio, confidence, Yule-Y, Yule-Q, Kappa, and gini index. These association measures have been used in various domains, for example,...