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

    https://github.com/apache/spark/pull/8866#discussion_r42273886
  
    --- Diff: 
mllib/src/main/scala/org/apache/spark/ml/param/shared/SharedParamsCodeGen.scala 
---
    @@ -44,6 +44,8 @@ private[shared] object SharedParamsCodeGen {
             " probabilities. Note: Not all models output well-calibrated 
probability estimates!" +
             " These probabilities should be treated as confidences, not 
precise probabilities",
             Some("\"probability\"")),
    +      ParamDesc[String]("varianceCol", "Column name for the variance of 
prediction",
    --- End diff --
    
    Btw, I spoke with Xiangrui, and we decided it may be best to only turn one 
output column on by default.  If a user has a big Pipeline, they may run into a 
bunch of column name conflicts, forcing them to manually set every column.  So 
let's remove the default for this one and make it optional.


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