Github user myui commented on the issue:

    https://github.com/apache/incubator-hivemall/pull/149
  
    BTW, it might be better to implement `early stopping` using validation data.
    https://github.com/guestwalk/libffm
    
    We can use a similar approaches to `_validationRatio` used in 
`FactorizationMachineUDTF` instead of preparing validation dataset.


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