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

    https://github.com/apache/spark/pull/15212#discussion_r84043926
  
    --- Diff: 
mllib/src/main/scala/org/apache/spark/ml/feature/ChiSqSelector.scala ---
    @@ -104,6 +108,9 @@ private[feature] trait ChiSqSelectorParams extends 
Params
      * `kbest` chooses the `k` top features according to a chi-squared test.
      * `percentile` is similar but chooses a fraction of all features instead 
of a fixed number.
      * `fpr` chooses all features whose false positive rate meets some 
threshold.
    + * `fpr` select features based on a false positive rate test.
    --- End diff --
    
    This has two lines for fpr. The existing text is more descriptive. 


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