Benjamin Fradet created SPARK-12368:
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             Summary: Better doc for the binary classification evaluator 
setMetricName method
                 Key: SPARK-12368
                 URL: https://issues.apache.org/jira/browse/SPARK-12368
             Project: Spark
          Issue Type: Improvement
          Components: Documentation, ML
            Reporter: Benjamin Fradet
            Priority: Minor


For the BinaryClassificationEvaluator, the scaladoc doesn't mention that 
"areaUnderPR" is supported, only that the default is "areadUnderROC".

Also, in the documentation, it is said that:
"The default metric used to choose the best ParamMap can be overriden by the 
setMetric method in each of these evaluators."
However, the method is called setMetricName.



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