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

    https://github.com/apache/spark/pull/9936#discussion_r47080514
  
    --- Diff: python/pyspark/ml/tests.py ---
    @@ -371,6 +378,126 @@ def test_fit_maximize_metric(self):
             self.assertEqual(1.0, bestModelMetric, "Best model has R-squared 
of 1")
     
     
    +class RegressorTest(PySparkTestCase):
    --- End diff --
    
    Could we test ```numFeatures``` at each model that we can save cost of 
creating DataFrame and training model.


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