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

    https://github.com/apache/spark/pull/17891#discussion_r118175057
  
    --- Diff: python/pyspark/ml/tests.py ---
    @@ -807,6 +807,18 @@ def test_logistic_regression(self):
             except OSError:
                 pass
     
    +    def logistic_regression_check_thresholds(self):
    +        self.assertIsInstance(
    +            LogisticRegression(threshold=0.5, thresholds=[0.5, 0.5]),
    +            LogisticRegressionModel
    --- End diff --
    
    @zero323 @yanboliang  Am I missing something?  Why should the 
LogisticRegression constructor return an instance of type 
LogisticRegressionModel?  Should you have to call fit?


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