Contribution. The contributions of this study are as below:
Proposal of a set of features for UML CD inclusion/
exclusion prediction. It consists of 23 features
formulated from the image processing properties. The
performance of the features is considered as their importance
to the classifier. The suitability of four subsets
of features is discovered as well.