MCTM applies method-level change-proneness from version history and call-graph analysis to minimize black-box test suites, reporting 0.93 accuracy and 0.94 fault detection rate on 15 Java projects with 635 buggy versions.
Defects4j: A database of existing faults to enable controlled testing studies for java programs,
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GitBugs is a new aggregated dataset of 150k+ bug reports from nine projects, standardized for ML tasks including duplicate detection and triage.
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Method-level Change-proneness: A Better Metric for Black-box Test Suite Minimization
MCTM applies method-level change-proneness from version history and call-graph analysis to minimize black-box test suites, reporting 0.93 accuracy and 0.94 fault detection rate on 15 Java projects with 635 buggy versions.
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GitBugs: Bug Reports for Duplicate Detection, Retrieval Augmented Generation, Triage, and More
GitBugs is a new aggregated dataset of 150k+ bug reports from nine projects, standardized for ML tasks including duplicate detection and triage.