Evaluating the Impact of Data Transformation Techniques on the Performance and Interpretability of Software Defect Prediction Models

Figure 1

Overview of case study design. (Transformed models mean the models built using the datasets transformed by the data transformation methods, original models mean the models built using the datasets without transformed).