Enhance ConfusionMatrix to be a MatrixWritable (enhances MatrixWritable to 
pickle labels)
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                 Key: MAHOUT-812
                 URL: https://issues.apache.org/jira/browse/MAHOUT-812
             Project: Mahout
          Issue Type: Improvement
            Reporter: Lance Norskog
            Priority: Minor
             Fix For: 0.6


ConfusionMatrix does not support Writable. This patch adds that feature.

Since ConfusionMatrix is somewhat less than useful without the row/column 
labels, and MatrixWritable does not support writing bindings (it only saves 
numbers), this patch fixes both.

Includes unit test for ConfusionMatrix (previously missing) and enhanced unit 
test for MatrixWritable.

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