Improbe the way to make the split point on DF.
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                 Key: MAHOUT-943
                 URL: https://issues.apache.org/jira/browse/MAHOUT-943
             Project: Mahout
          Issue Type: Improvement
          Components: Classification
            Reporter: Ikumasa Mukai


The numericalSplit() on OptIgSplit adopts the way to regard the attribute value 
having the best IG as the split point.

But I think this is a little too strict and think it is better on some 
situation to  use the average value which is calced with the best IG value and 
the 2nd value.

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