Github user yanboliang commented on a diff in the pull request:

    https://github.com/apache/spark/pull/6461#discussion_r31378624
  
    --- Diff: python/pyspark/mllib/evaluation.py ---
    @@ -27,6 +27,8 @@ class BinaryClassificationMetrics(JavaModelWrapper):
         """
         Evaluator for binary classification.
     
    +    :param scoreAndLabels: an RDD of (score, label) pairs
    --- End diff --
    
    You can refer 
http://stackoverflow.com/questions/5599254/how-to-use-sphinxs-autodoc-to-document-a-classs-init-self-method
 . I'm also considering which is a better and unified way for spark.


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