Implementation of sequential SVM solver based on Pegasos
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                 Key: MAHOUT-232
                 URL: https://issues.apache.org/jira/browse/MAHOUT-232
             Project: Mahout
          Issue Type: New Feature
            Reporter: zhao zhendong


After discussed with guys in this community, I decided to re-implement a 
Sequential SVM solver based on Pegasos  for Mahout platform (mahout command 
line style,  SparseMatrix and SparseVector etc.) , Eventually, it will support 
HDFS. 

The plan of Sequential Pegasos:
1 Supporting the general file system ( almost finished );

2 Supporting HDFS;

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