[jira] [Created] (SPARK-12808) Formula based GLM in PySpark

["Shubhanshu Mishra (JIRA)" <ji...@apache.org>]

Shubhanshu Mishra created SPARK-12808:
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             Summary: Formula based GLM in PySpark
                 Key: SPARK-12808
                 URL: https://issues.apache.org/jira/browse/SPARK-12808
             Project: Spark
          Issue Type: New Feature
          Components: MLlib, PySpark
            Reporter: Shubhanshu Mishra
            Priority: Minor


I believe PySpark's mllib module should support a GLM feature with also includes defining models using a formula. This is done in a python package called statsmodels http://statsmodels.sourceforge.net/devel/example_formulas.html

The formula feature can be implemented using the python module patsy. 

Currently, RSpark supports a GLM module with formula feature. 

I can give a shot implementing the feature. 



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