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

    https://github.com/apache/spark/pull/17995#discussion_r123920437
  
    --- Diff: mllib/src/main/scala/org/apache/spark/ml/feature/Imputer.scala ---
    @@ -45,7 +47,7 @@ private[feature] trait ImputerParams extends Params with 
HasInputCols {
       final val strategy: Param[String] = new Param(this, "strategy", 
s"strategy for imputation. " +
         s"If ${Imputer.mean}, then replace missing values using the mean value 
of the feature. " +
         s"If ${Imputer.median}, then replace missing values using the median 
value of the feature.",
    -    ParamValidators.inArray[String](Array(Imputer.mean, Imputer.median)))
    +    (value: String) => Array(Imputer.mean, 
Imputer.median).contains(value.toLowerCase(Locale.ROOT)))
    --- End diff --
    
    Ditto.


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