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

    https://github.com/apache/spark/pull/15058#discussion_r78360606
  
    --- Diff: 
mllib/src/main/scala/org/apache/spark/mllib/evaluation/BinaryClassificationMetrics.scala
 ---
    @@ -43,10 +43,13 @@ import org.apache.spark.sql.DataFrame
     @Since("1.0.0")
     class BinaryClassificationMetrics @Since("1.3.0") (
         @Since("1.3.0") val scoreAndLabels: RDD[(Double, Double)],
    -    @Since("1.3.0") val numBins: Int) extends Logging {
    +    @Since("1.3.0") var numBins: Int) extends Logging {
    --- End diff --
    
    hi @srowen , can we use a simple way to add the setBins method.  Seems add 
a setBins method is useful. 
    Just as the testSuite in this PR shows. If the user wants to test different 
numBins. 
    Create one object, just call setBins, he can easily get different results. 
    How about change a way to implement setBins? 


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