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  1. Spark
  2. SPARK-12808

Formula based GLM in PySpark

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    Details

    • Type: New Feature
    • Status: Closed
    • Priority: Minor
    • Resolution: Duplicate
    • Affects Version/s: None
    • Fix Version/s: None
    • Component/s: MLlib, PySpark
    • Labels:

      Description

      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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              • Assignee:
                Unassigned
                Reporter:
                shubhanshumishra@gmail.com Shubhanshu Mishra
                Shepherd:
                Shivram Mani
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                • Created:
                  Updated:
                  Resolved: