The task of choosing the appropriate classifier for a given scenario is not an easy-to-solve question. First, there increasingly high number algorithms available belonging to different families. And also lack methodologies that can help on recommending in advance family certain type datasets. Besides, most these classification exhibit degradation performance when faced with datasets containing ...