[jira] [Updated] (SPARK-7008) An implementation of Factorization Machine (LibFM)

["ASF GitHub Bot (Jira)" <ji...@apache.org>]

     [ https://issues.apache.org/jira/browse/SPARK-7008?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]

ASF GitHub Bot updated SPARK-7008:
----------------------------------
    Labels: features pull-request-available  (was: features)

> An implementation of Factorization Machine (LibFM)
> --------------------------------------------------
>
>                 Key: SPARK-7008
>                 URL: https://issues.apache.org/jira/browse/SPARK-7008
>             Project: Spark
>          Issue Type: New Feature
>          Components: MLlib
>            Reporter: Ruifeng Zheng
>            Priority: Major
>              Labels: features, pull-request-available
>         Attachments: FM_CR.xlsx, FM_convergence_rate.xlsx, QQ20150421-1.png, QQ20150421-2.png
>
>
> An implementation of Factorization Machines based on Scala and Spark MLlib.
> FM is a kind of machine learning algorithm for multi-linear regression, and is widely used for recommendation.
> FM works well in recent years' recommendation competitions.
> Ref:
> http://libfm.org/
> http://doi.acm.org/10.1145/2168752.2168771
> http://www.inf.uni-konstanz.de/~rendle/pdf/Rendle2010FM.pdf



--
This message was sent by Atlassian Jira
(v8.20.10#820010)

---------------------------------------------------------------------
To unsubscribe, e-mail: issues-unsubscribe@spark.apache.org
For additional commands, e-mail: issues-help@spark.apache.org