Semi-supervised PU learning models predict unrelated CI build failures with precision 0.70-0.88 and AUC 0.63-0.97 across seven Apache projects using 33 features like CI latency and repeated errors.
unrelated-build-failures-empirical-studies, 2024.https://github.com/ckeys/ unrelated-build-failures-empirical-studies(Accessed: 2024-11-26)
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Is this Build Failure Related to my Patch? An Empirical Study of Unrelated Build Failures in Continuous Integration
Semi-supervised PU learning models predict unrelated CI build failures with precision 0.70-0.88 and AUC 0.63-0.97 across seven Apache projects using 33 features like CI latency and repeated errors.