N In terms of F-measure, the logistic regression had a performance clearly higher than all the others (71.15% and 71.17% on subset B and C, respectively). Moreover, considering the quality of the learned models in terms of their Brier Score, the following results were achieved: Lin.Reg. Choice of the final model. The logistic regression models obtained by considering feature subsets B and C have been evaluated in terms of their explanation capabilities.