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

    https://github.com/apache/spark/pull/12943#discussion_r64406677
  
    --- Diff: python/pyspark/ml/classification.py ---
    @@ -1063,6 +1064,13 @@ class MultilayerPerceptronClassifier(JavaEstimator, 
HasFeaturesCol, HasLabelCol,
         True
         >>> model.weights == model2.weights
         True
    +    >>> mlp2 = mlp2.setInitialWeights([2, 5, 1, -7, -5, -10, 0, 0.6, -1, 
2, -2, 1, 2, -7, -1, -2,
    +    ...    2, 1, -1, 9, -9, 3, -3, -3, 3.0, 0, -1])
    --- End diff --
    
    I think we can change the values of ```layers``` to make the model and 
```setInitialWeights``` more succinct in doctest.


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