Github user dbtsai commented on a diff in the pull request:
    --- Diff: 
    @@ -430,8 +431,9 @@ class LogisticRegressionWithLBFGS
             if (userSuppliedWeights) {
               val uid = Identifiable.randomUID("logreg-static")
    -          lr.setInitialModel(new
    -            uid, initialWeights.asML, 1.0))
    +          lr.setInitialModel(new,
    +            new DenseMatrix(1, initialWeights.size, 
    +            Vectors.dense(1.0).asML, 2, false))
    --- End diff --
    Maybe we could have another constructor taking the original parameters. 

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