viirya commented on a change in pull request #26838: [SPARK-30144][ML][PySpark] 
Make MultilayerPerceptronClassificationModel extend MultilayerPerceptronParams
URL: https://github.com/apache/spark/pull/26838#discussion_r358077265
 
 

 ##########
 File path: 
mllib/src/main/scala/org/apache/spark/ml/classification/MultilayerPerceptronClassifier.scala
 ##########
 @@ -247,7 +247,8 @@ class MultilayerPerceptronClassifier @Since("1.5.0") (
     }
     trainer.setStackSize($(blockSize))
     val mlpModel = trainer.train(data)
-    new MultilayerPerceptronClassificationModel(uid, myLayers, 
mlpModel.weights)
+    val model = new MultilayerPerceptronClassificationModel(uid, 
mlpModel.weights)
+    model.setLayers(myLayers)
 
 Review comment:
   hmm, do we really have exposed parameters into the model? The purpose of 
this PR is to have training parameters in the model, but except for layers, 
seems other parameters are not set?

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