Abstract
In Machine Learning and Data Mining, most works in classificationproblems deal with flat classification, where each instance is classified in one of n classes, each in the same level. There are, however, more complex classification problems where the classes to be arranged are in a hierarchical structure. For these problems, the use of techniques and concepts of hierarchical classificatio…