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Posted to issues@spark.apache.org by "Joseph K. Bradley (JIRA)" <ji...@apache.org> on 2015/05/13 20:41:00 UTC

[jira] [Created] (SPARK-7609) Add standardized checks for (Model, Estimator) unit tests

Joseph K. Bradley created SPARK-7609:
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             Summary: Add standardized checks for (Model, Estimator) unit tests
                 Key: SPARK-7609
                 URL: https://issues.apache.org/jira/browse/SPARK-7609
             Project: Spark
          Issue Type: Improvement
          Components: ML
            Reporter: Joseph K. Bradley


We should add a test suite helper method which does standard checks to make sure models are handled correctly. E.g.:
* take: Estimator, Model, any params passed to fit()
* check: UID, parent, and parameter values copied to the model correctly

This should be used in any unit test in which an estimator produces a model.



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