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

    https://github.com/apache/spark/pull/16516#discussion_r95858814
  
    --- Diff: 
mllib/src/main/scala/org/apache/spark/ml/classification/LogisticRegression.scala
 ---
    @@ -365,7 +365,7 @@ class LogisticRegression @Since("1.2.0") (
           case None => histogram.length
         }
     
    -    val isMultinomial = $(family) match {
    +    val isMultinomial = $(family).toLowerCase match {
    --- End diff --
    
    @yanboliang is correct that there are other entrance points for setting and 
getting Params.  I agree it'd be nice to consolidate them, but that would be 
quite a bit of work and lower priority than other tech debt we currently have, 
IMO.


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