Improving effort-aware defect prediction by directly learning to rank software modules
Xiao Yu, Jiqing Rao, Lei Liu, Guancheng Lin, Wenhua Hu, Jacky Keung, Junwei Zhou, Jianwen Xiang
Topics & Concepts
Software bugRanking (information retrieval)Computer scienceMetric (unit)Rank (graph theory)SoftwareSoftware regressionMachine learningData miningTask (project management)Construct (python library)Regression testingSet (abstract data type)Code (set theory)Linear regressionRegressionArtificial intelligenceSupport vector machineRegression analysisValue (mathematics)Software qualitySoftware developmentStatisticsEngineeringMathematicsSoftware constructionProgramming languageSystems engineeringOperations managementCombinatoricsSoftware Engineering ResearchSoftware System Performance and ReliabilitySoftware Reliability and Analysis Research