Recent developments in machine learning applications are deeply concerned with the poor interpretability of most these techniques. To gain some insights process designing data-based models it is common to graphically represent algorithm’s results, either their final or intermediate stage. Specially challenging task plotting multiclass classification results as they involve categorical variables...