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Posted to issues@spark.apache.org by "Apache Spark (JIRA)" <ji...@apache.org> on 2016/04/22 05:08:13 UTC

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

     [ https://issues.apache.org/jira/browse/SPARK-14829?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]

Apache Spark reassigned SPARK-14829:
------------------------------------

    Assignee:     (was: Apache Spark)

> 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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