Increase number of entries in memory per chunk of dictionary 
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                 Key: MAHOUT-277
                 URL: https://issues.apache.org/jira/browse/MAHOUT-277
             Project: Mahout
          Issue Type: Improvement
    Affects Versions: 0.3
            Reporter: Robin Anil
            Assignee: Robin Anil
             Fix For: 0.3


Java HashMap was having a huge overhead that was decreasing the number of 
entries per chunk hence increases number of passes over the data
Dictionary was using Text,LongWritable key. Integer is enough to keep the 
feature ids.




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