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

    https://github.com/apache/spark/pull/10788#discussion_r49962157
  
    --- Diff: 
mllib/src/main/scala/org/apache/spark/ml/classification/LogisticRegression.scala
 ---
    @@ -322,10 +343,12 @@ class LogisticRegression @Since("1.2.0") (
           new BreezeOWLQN[Int, BDV[Double]]($(maxIter), 10, regParamL1Fun, 
$(tol))
         }
     
    -    val initialCoefficientsWithIntercept =
    -      Vectors.zeros(if ($(fitIntercept)) numFeatures + 1 else numFeatures)
    +    val numFeaturesWithIntercept = if ($(fitIntercept)) numFeatures + 1 
else numFeatures
    +    val userSuppliedCoefficients = validateWeights(optInitialCoefficients, 
numFeaturesWithIntercept)
    --- End diff --
    
    let's handle it through setInitialModel, and have another PR to make it 
public. Thanks.


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