Github user miccagiann commented on a diff in the pull request:

    https://github.com/apache/spark/pull/1624#discussion_r15566690
  
    --- Diff: python/pyspark/mllib/regression.py ---
    @@ -109,18 +109,35 @@ class 
LinearRegressionModel(LinearRegressionModelBase):
         True
         """
     
    +class RegularizerType(object):
    +    L2 = 0
    +    L1 = 1
    +    NONE = 2
    --- End diff --
    
    The same enumeration is provided and through the `regression.py` file 
purely in python so as users to use it directly and avoid providing integer 
values to parameter `regType` in function `train` of `LinearRegressionWithSGD`.


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