GitHub user BryanCutler opened a pull request:

    https://github.com/apache/spark/pull/9141

    [SPARK-10560] [PySpark] [MLlib] [Docs] Make 
StreamingLogisticRegressionWithSGD Python API equal to Scala one

    This is to bring the API documentation of StreamingLogisticReressionWithSGD 
and StreamingLinearRegressionWithSGC in line with the Scala versions.  
    
    -Fixed the algorithm descriptions
    -Added default values to parameter descriptions
    -Changed StreamingLogisticRegressionWithSGD regParam to default to 0, as in 
the Scala version

You can merge this pull request into a Git repository by running:

    $ git pull https://github.com/BryanCutler/spark 
StreamingLogisticRegressionWithSGD-python-api-sync

Alternatively you can review and apply these changes as the patch at:

    https://github.com/apache/spark/pull/9141.patch

To close this pull request, make a commit to your master/trunk branch
with (at least) the following in the commit message:

    This closes #9141
    
----
commit 3f0ab59da33de6ded4c70956425fbd5ad96b182e
Author: Bryan Cutler <bjcut...@us.ibm.com>
Date:   2015-10-14T17:43:43Z

    [SPARK-10560] Align PySpark Streaming Logistic,Linear RegressionWithSGD 
documentation with Scala versions and include default values

commit 7343f4c38aa78582f88bc76f27f31ee1896df55f
Author: Bryan Cutler <bjcut...@us.ibm.com>
Date:   2015-10-14T17:45:27Z

    [SPARK-10560] Change default value of StreamingLogisticRegressionWithSGD 
regularization param to align with Scala version

----


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