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

    https://github.com/apache/spark/pull/245#discussion_r11014289
  
    --- Diff: 
mllib/src/main/scala/org/apache/spark/mllib/regression/RidgeRegression.scala ---
    @@ -67,44 +70,50 @@ class RidgeRegressionWithSGD private (
         .setMiniBatchFraction(miniBatchFraction)
     
       // We don't want to penalize the intercept in RidgeRegression, so set 
this to false.
    -  setIntercept(false)
    +  super.setIntercept(false)
     
       var yMean = 0.0
    -  var xColMean: DoubleMatrix = _
    -  var xColSd: DoubleMatrix = _
    +  var xColMean: BV[Double] = _
    +  var xColSd: BV[Double] = _
    --- End diff --
    
    yes


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