f0c15f219b0761b14329ddd416cda82fa4bae841,deslib/dcs/mcb.py,MCB,estimate_competence,#MCB#,98

Before Change

            // Check if the dynamic frienemy pruning (DFP) should be used used
            if self.DFP_mask[clf_index]:
                clf_competence = [self.processed_dsel[sample_idx][clf_index] for sample_idx in selected_idx]
                competences[clf_index] = np.mean(np.array(clf_competence))

        return competences

After Change

        // Use the masked array mean to take into account the removed neighbors
        processed_pred = np.ma.MaskedArray(self.processed_dsel[idx_neighbors, :], mask=~boolean_mask)
        competences = np.ma.mean(processed_pred, axis=1)

        return competences

Instances