Litcius/Paper detail

Investigation on the stability of SMOTE-based oversampling techniques in software defect prediction

Shuo Feng, Jacky Keung, Xiao Yu, Yan Xiao, Miao Zhang

2021Information and Software Technology135 citationsDOI

Topics & Concepts

OversamplingStability (learning theory)Computer scienceRandomnessArtificial intelligenceMachine learningAlgorithmData miningPattern recognition (psychology)MathematicsStatisticsComputer networkBandwidth (computing)Software Engineering ResearchImbalanced Data Classification TechniquesSoftware Reliability and Analysis Research