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

Figure 4

The classifier performance comparison on all six performance evaluation indicators between transformed models and original models. E.g., Abscissa O and L, respectively, represent the performance of the defect prediction model built on the original dataset and the datasets transformed using the log transformation method.