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.
Buildfast: History-aware build outcome prediction for fast feedback and reduced cost in continuous integration
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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.