Resumen de On the Influence of Admissible Orders in IVOVO

Mikel Uriz Martín, Daniel Paternain Dallo , Humberto Bustince Sola , Mikel Galar Idoate

• It is known that when dealing with interval-valued data, there exist problems associated with the non-existence of a total order. In this work we investigate a reformulation of an interval-valued decomposition strategy for multi-class problems called IVOVO, and we analyze the effectiveness of considering different admissible orders in the aggregation phase of IVOVO. We demonstrate that the choice of an appropriate admissible order allows the method to obtain significant differences in terms of accuracy.