  This short article aims at demonstrate that the Intersection over Union (or
Jaccard index) is not a submodular function. This mistake has been made in an
article which is cited and used as a foundation in another article. The
Intersection of Union is widely used in machine learning as a cost function
especially for imbalance data and semantic segmentation.
