Style changes

lib/decisiontree.rb

@@ -1 +1,2 @@
 require File.dirname(__FILE__) + '/decisiontree/id3_tree.rb'
+require 'core_extension/array.rb'

lib/decisiontree/id3_tree.rb

@@ -13,32 +13,6 @@ def self.load_from_file(filename)
   end
 end
 
-class Array
-  def classification
-    collect(&:last)
-  end
-
-  # calculate information entropy
-  def entropy
-    return 0 if empty?
-
-    info = {}
-    total = 0
-    each do |i|
-      info[i] = !info[i] ? 1 : (info[i] + 1)
-      total += 1
-    end
-
-    result = 0
-    info.each do |_symbol, count|
-      if count > 0
-        result += -count.to_f / total * Math.log(count.to_f / total) / Math.log(2.0)
-      end
-    end
-    result
-  end
-end
-
 module DecisionTree
   Node = Struct.new(:attribute, :threshold, :gain)
 
@@ -105,9 +79,10 @@ def id3_train(data, attributes, default, _used={})
       fitness = fitness_for(best.attribute)
       case type(best.attribute)
       when :continuous
-        data.partition do |d|
+        partitioned_data = data.partition do |d|
           d[attributes.index(best.attribute)] >= best.threshold
-        end.each_with_index do |examples, i|
+        end
+        partitioned_data.each_with_index do |examples, i|
           tree[best][String.new(l[i])] = id3_train(examples, attributes, (data.classification.mode rescue 0), &fitness)
         end
       when :discrete