Github user myui commented on the issue:

    https://github.com/apache/incubator-hivemall/pull/107
  
    @nzw Could you update user guide to include `fmeasure` and `f1score` in 
`incubator-hivemall/docs/gitbook/eval/classification_measures.md` ?
    
    `npm install gitbook-cli; gitbook install; gitbook serve` on docs/gitbook .
    
    Also, could you revise the current Evaluation section of 
https://treasure-data.gyazo.com/5ec4b737dcedd55353f8126040ea5366 to
    
    ```
    • Binary Classification metrics
      • Area Under the ROC Curve
    • Regression metrics
    • Ranking metrics
    ```
    
    Refer examples in 
    http://scikit-learn.org/stable/modules/classes.html#module-sklearn.metrics
    https://turi.com/learn/userguide/evaluation/classification.html#f_scores


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