spark-issues mailing list archives

Site index · List index
Message view « Date » · « Thread »
Top « Date » · « Thread »
From "zhengruifeng (JIRA)" <j...@apache.org>
Subject [jira] [Updated] (SPARK-7008) An implementation of Factorization Machine (LibFM)
Date Tue, 21 Apr 2015 08:04:59 GMT

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

zhengruifeng updated SPARK-7008:
--------------------------------
    Summary: An implementation of Factorization Machine (LibFM)  (was: An Implement of Factorization
Machine (LibFM))

> 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
>    Affects Versions: 1.3.0, 1.3.1, 1.3.2
>            Reporter: zhengruifeng
>              Labels: features, patch
>         Attachments: FM_convergence_rate.xlsx, QQ20150421-1.png, QQ20150421-2.png
>
>
> An implement of Factorization Machines based on Scala and Spark MLlib.
> Factorization Machine is a kind of machine learning algorithm for multi-linear regression,
and is widely used for recommendation.
> Factorization Machines 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
(v6.3.4#6332)

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


Mime
View raw message