In order to perform this task, we evaluate performance based on the F b 3 measure defined in (Amigó et al., 2009) over the ODP-239 gold standard dataset proposed in (Carpineto and Romano, 2010).
(Amigó et al., 2009) indicate that common metrics such as the F β -measure are good to assign higher scores to clusters with high homogeneity, but fail to evaluate cluster completeness.