Github user mengxr commented on the pull request:

    https://github.com/apache/spark/pull/6905#issuecomment-113651697
  
    @viirya Could you fix the python unit tests?
    
    ~~~
    **********************************************************************
    File 
"/home/jenkins/workspace/SparkPullRequestBuilder/python/pyspark/ml/evaluation.py",
 line 162, in __main__.RegressionEvaluator
    Failed example:
        evaluator.evaluate(dataset)
    Expected:
        2.842...
    Got:
        -2.8424854081906372
    **********************************************************************
    File 
"/home/jenkins/workspace/SparkPullRequestBuilder/python/pyspark/ml/evaluation.py",
 line 166, in __main__.RegressionEvaluator
    Failed example:
        evaluator.evaluate(dataset, {evaluator.metricName: "mae"})
    Expected:
        2.649...
    Got:
        -2.6496454299999996
    **********************************************************************
    ~~~


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