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

    https://github.com/apache/spark/pull/16149#discussion_r91643659
  
    --- Diff: 
mllib/src/main/scala/org/apache/spark/ml/regression/GeneralizedLinearRegression.scala
 ---
    @@ -468,11 +469,7 @@ object GeneralizedLinearRegression extends 
DefaultParamsReadable[GeneralizedLine
         override def variance(mu: Double): Double = mu * (1.0 - mu)
     
         private def ylogy(y: Double, mu: Double): Double = {
    -      if (y == 0) {
    -        0.0
    -      } else {
    -        y * math.log(y / mu)
    -      }
    +      if (y == 0) 0.0 else y * math.log(y / mu)
    --- End diff --
    
    I actually prefer not putting the whole thing in one line. This is more 
readable. 


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