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

Figure 6

Density plot of the overall Top-k feature importance rank overlap computed by permutation and SHAP between the (a) transformed models and (b) original models.

(a)

(b)