44bdf9be3b913a1a0e90115e45edbee192d01b90,deslib/des/probabilistic.py,Probabilistic,estimate_competence,#Probabilistic#Any#Any#,113

Before Change

        
        // TODO: Adapt this function to batch processing
        dists, idx_neighbors = self._get_region_competence(query)
        dists_organized = np.array([dists[index] for index in np.argsort(idx_neighbors)])

        potential_dists = self.potential_func(dists_organized)
        sum_potential = np.sum(potential_dists)

After Change

        
        // TODO: Adapt this function to batch processing
        dists, idx_neighbors = self._get_region_competence(query)
        idx_neighbors = np.atleast_2d(idx_neighbors)
        dists = np.atleast_2d(dists)
        dists_organized = np.take(dists, idx_neighbors)

        //dists_organized = np.array([dists[index] for index in np.argsort(idx_neighbors)])
        potential_dists = self.potential_func(dists_organized)
        sum_potential = np.sum(potential_dists, axis=1)

Instances