Github user mpjlu commented on the issue:

    https://github.com/apache/spark/pull/14449
  
    Hi @srowen, thanks for your comment. 
    I agree for your comment, user can get the number of features without 
percentage method. For the user experience, sometimes the percentage method 
seems better. 
    In scikit-learn, there are both  SelectKBest and SelectPercentile APIs: 
http://scikit-learn.org/stable/modules/classes.html#module-sklearn.feature_selection
 
        


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