Github user dongjoon-hyun commented on a diff in the pull request:

    https://github.com/apache/spark/pull/16515#discussion_r95222673
  
    --- Diff: 
examples/src/main/python/mllib/binary_classification_metrics_example.py ---
    @@ -18,25 +18,20 @@
     Binary Classification Metrics Example.
     """
     from __future__ import print_function
    -from pyspark.sql import SparkSession
    +from pyspark import SparkContext
     # $example on$
     from pyspark.mllib.classification import LogisticRegressionWithLBFGS
     from pyspark.mllib.evaluation import BinaryClassificationMetrics
    -from pyspark.mllib.regression import LabeledPoint
    +from pyspark.mllib.util import MLUtils
     # $example off$
     
     if __name__ == "__main__":
    -    spark = SparkSession\
    -        .builder\
    -        .appName("BinaryClassificationMetricsExample")\
    -        .getOrCreate()
    +    sc = SparkContext(appName="BinaryClassificationMetricsExample")
    --- End diff --
    
    +1


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