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An empirical study of Linespots: A novel past-fault algorithm
[article]
2021
arXiv
pre-print
This paper proposes the novel past-faults fault prediction algorithm Linespots, based on the Bugspots algorithm. We analyze the predictive performance and runtime of Linespots compared to Bugspots with an empirical study using the most significant self-built dataset as of now, including high-quality samples for validation. As a novelty in fault prediction, we use Bayesian data analysis and Directed Acyclic Graphs to model the effects. We found consistent improvements in the predictive
arXiv:2007.09394v3
fatcat:falv5tqpnrbwvh3n2daww5w4cy