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

    https://github.com/apache/spark/pull/16699#discussion_r124739973
  
    --- Diff: 
mllib/src/main/scala/org/apache/spark/ml/regression/GeneralizedLinearRegression.scala
 ---
    @@ -944,15 +984,22 @@ class GeneralizedLinearRegressionModel private[ml] (
       private lazy val familyAndLink = FamilyAndLink(this)
     
       override protected def predict(features: Vector): Double = {
    -    val eta = predictLink(features)
    +    predict(features, 0.0)
    +  }
    +
    +  /**
    +   * Calculates the predicted value when offset is set.
    +   */
    +  def predict(features: Vector, offset: Double): Double = {
    --- End diff --
    
    Mark it private, since we don't support predict on single instance for all 
models currently.


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