Daniel@0: function Y = scale_ratings(Y, max_weight)
Daniel@0: % [Yout, Xout] = scale_ratings(Y, max_weight)
Daniel@0: 
Daniel@0: 
Daniel@0: % get maximal weight 
Daniel@0: weights = cell2mat(Y(:,3));
Daniel@0: max_dataweight = max(weights);
Daniel@0: 
Daniel@0: valid = ~(cellfun(@isempty, Y(:,1)) | cellfun(@isempty, Y(:,2)));
Daniel@0: 
Daniel@0: % scale weights to a maximal value of max_weight
Daniel@0: for i = 1:size(Y, 1)
Daniel@0:      if valid(i) &&  Y{i,3} > 0
Daniel@0:         Y{i,3} = min(max_weight, max(1, round((Y{i,3} / max_dataweight) * max_weight)));
Daniel@0:      end
Daniel@0: end