Martin Shepperd

The impact of using biased performance metrics on software defect prediction research

2021 · arXiv (Cornell University)

Context: Software engineering researchers have undertaken many experiments investigating the potential of software defect prediction algorithms. Unfortunately, some widely used performance metrics are known to be problematic, most notably F1, but nevertheless F1 is widely …