zhengruifeng created SPARK-7008:
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Summary: Implement 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
Reporter: zhengruifeng
An implementation 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.
FM work 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
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