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Posted to issues@spark.apache.org by "Joseph K. Bradley (JIRA)" <ji...@apache.org> on 2016/04/22 01:53:12 UTC

[jira] [Created] (SPARK-14829) Deprecate GLM APIs using SGD

Joseph K. Bradley created SPARK-14829:
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             Summary: Deprecate GLM APIs using SGD
                 Key: SPARK-14829
                 URL: https://issues.apache.org/jira/browse/SPARK-14829
             Project: Spark
          Issue Type: Improvement
          Components: MLlib
            Reporter: Joseph K. Bradley


I don't know how many times I have heard someone run into issues with LinearRegression or LogisticRegression, only to find that it is because they are using the SGD implementations in spark.mllib.  We should deprecate these SGD APIs in 2.0 to encourage users to use LBFGS and the spark.ml implementations, which are significantly better.



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