Data quality issues in software fault prediction: a systematic literature review
Kirti Bhandari, Kuldeep Kumar, Amrit Lal Sangal
Topics & Concepts
Computer scienceMachine learningData miningData qualitySoftwareQuality (philosophy)Support vector machineSoftware qualityArtificial intelligenceMultilayer perceptronNaive Bayes classifierField (mathematics)Random forestArtificial neural networkSoftware developmentEconomicsOperations managementProgramming languageMetric (unit)MathematicsPhilosophyEpistemologyPure mathematicsSoftware Engineering ResearchSoftware Reliability and Analysis ResearchImbalanced Data Classification Techniques