srowen commented on issue #17864: [SPARK-20604][ML] Allow imputer to handle numeric types URL: https://github.com/apache/spark/pull/17864#issuecomment-516444019 I personally would not favor any change that changes the type of the column. Either let's not do this or change the logic to round the results back to integer types in the case of integer columns.
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