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Posted to issues@spark.apache.org by "Sean Owen (JIRA)" <ji...@apache.org> on 2015/09/09 11:46:45 UTC

[jira] [Updated] (SPARK-4752) Classifier based on artificial neural network

     [ https://issues.apache.org/jira/browse/SPARK-4752?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]

Sean Owen updated SPARK-4752:
-----------------------------
    Assignee: Alexander Ulanov

> Classifier based on artificial neural network
> ---------------------------------------------
>
>                 Key: SPARK-4752
>                 URL: https://issues.apache.org/jira/browse/SPARK-4752
>             Project: Spark
>          Issue Type: New Feature
>          Components: MLlib
>    Affects Versions: 1.1.0
>            Reporter: Alexander Ulanov
>            Assignee: Alexander Ulanov
>             Fix For: 1.5.0
>
>   Original Estimate: 168h
>  Remaining Estimate: 168h
>
> Implement classifier based on artificial neural network (ANN). Requirements:
> 1) Use the existing artificial neural network implementation https://issues.apache.org/jira/browse/SPARK-2352, https://github.com/apache/spark/pull/1290
> 2) Extend MLlib ClassificationModel trait, 
> 3) Like other classifiers in MLlib, accept RDD[LabeledPoint] for training,
> 4) Be able to return the ANN model



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