actuaryzhang commented on issue #17864: [SPARK-20604][ML] Allow imputer to 
handle numeric types
URL: https://github.com/apache/spark/pull/17864#issuecomment-516972800
 
 
   @srowen @holdenk 
   Made an update to preserve input data type. 
   Logic is to convert input to Double internally, compute mean/median, do 
imputation, and then cast back to original data type. Updated the doc and test 
accordingly. 
   Please take a look. Thanks. 
    

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