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

    https://github.com/apache/spark/pull/12938#discussion_r65418382
  
    --- Diff: python/pyspark/ml/classification.py ---
    @@ -157,10 +157,12 @@ def setThreshold(self, value):
         @since("1.4.0")
         def getThreshold(self):
             """
    -        Gets the value of threshold or attempt to convert thresholds to 
threshold if set, or default
    -        value if neither are set.
    -        This conversion is equivalent to:
    +        Get threshold for binary classification.
    +
    +        If :py:attr:`thresholds is set with length 2 (i.e., binary 
classification),
    +        this returns the equivalent threshold:
             :math:`\\frac{1}{1 + \\frac{thresholds(0)}{thresholds(1)}}`.
    +        Otherwise, returns :py:attr:`threshold` if set or its default 
value.
    --- End diff --
    
    "... default value if unset."


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