Github user fmcquillan99 commented on the issue:

    https://github.com/apache/madlib/pull/75
  
    Update on this PR since it has been open for awhile.  This was some good 
work by mktal to build a multi-class svm module.
    
    The issue with the PR is that the mini-batching is embedded in the svm 
code, whereas we would prefer to add mini-batching as a general capability in 
the stochastic gradient descent framework, so that it can be used by other 
modules besides.
    
    There is work in progress on this currently:
    
    Add mini-batching to IGD framework
    https://issues.apache.org/jira/browse/MADLIB-1048
    for the next release.
    
    When that JIRA is done, we can then finish:
    
    Multi-class SVM with mini-batching
    https://issues.apache.org/jira/browse/MADLIB-1037
    
    which is related to this PR.  @rahiyer may have more color to add as well.


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