# File lib/ai4r/clusterers/k_means.rb, line 39
      def initialize
        @distance_function = nil
        @max_iterations = nil
        @old_centroids = nil
        @centroid_function = lambda do |data_sets| 
          data_sets.collect{ |data_set| data_set.get_mean_or_mode}
        end
      end