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From "Apache Spark (JIRA)" <j...@apache.org>
Subject [jira] [Assigned] (SPARK-14829) Deprecate GLM APIs using SGD
Date Fri, 22 Apr 2016 03:08:13 GMT

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

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

    Assignee: 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
>            Assignee: Apache Spark
>
> 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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