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

    https://github.com/apache/spark/pull/15212#discussion_r84042933
  
    --- Diff: python/pyspark/ml/feature.py ---
    @@ -2624,7 +2624,9 @@ class ChiSqSelector(JavaEstimator, HasFeaturesCol, 
HasOutputCol, HasLabelCol, Ja
                            "will select, ordered by statistics value 
descending.",
                            typeConverter=TypeConverters.toFloat)
     
    -    alpha = Param(Params._dummy(), "alpha", "The highest p-value for 
features to be kept.",
    +    alpha = Param(Params._dummy(), "alpha", "alpha means the highest 
p-value for features " +
    +                  "to be kept when select type is fpr, alpha means the 
highest uncorrected " +
    --- End diff --
    
    Ditto.


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