107 citations · 107 across the 1 of their papers we have counts for
2 papers
cs.SE2021
The impact of using biased performance metrics on software defect prediction research
Jingxiu Yao, Martin Shepperd
Context: Software engineering researchers have undertaken many experiments investigating the potential of software defect prediction algorithms. Unfortunately, some widely used per…
cs.SE2020★ 107 cited
Assessing Software Defection Prediction Performance: Why Using the Matthews Correlation Coefficient Matters
Jingxiu Yao, Martin Shepperd
Context: There is considerable diversity in the range and design of computational experiments to assess classifiers for software defect prediction. This is particularly so, regardi…