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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