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

    https://github.com/apache/spark/pull/13390#discussion_r65003197
  
    --- Diff: 
mllib/src/main/scala/org/apache/spark/mllib/evaluation/MulticlassMetrics.scala 
---
    @@ -153,7 +153,7 @@ class MulticlassMetrics @Since("1.1.0") 
(predictionAndLabels: RDD[(Double, Doubl
       lazy val recall: Double = accuracy
     
       /**
    -   * Returns f-measure
    +   * Returns micro averaged f1-measure
    --- End diff --
    
    There's more to it than just writing the name. It's accurate but not widely 
known, so this and the docs above should at least include a link and minimal 
explanation of what it means.


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