Github user WeichenXu123 commented on a diff in the pull request:

    https://github.com/apache/spark/pull/20121#discussion_r171796773
  
    --- Diff: 
mllib/src/test/scala/org/apache/spark/ml/classification/MultilayerPerceptronClassifierSuite.scala
 ---
    @@ -75,11 +71,9 @@ class MultilayerPerceptronClassifierSuite
           .setMaxIter(100)
           .setSolver("l-bfgs")
         val model = trainer.fit(dataset)
    -    val result = model.transform(dataset)
         MLTestingUtils.checkCopyAndUids(trainer, model)
    -    val predictionAndLabels = result.select("prediction", 
"label").collect()
    -    predictionAndLabels.foreach { case Row(p: Double, l: Double) =>
    -      assert(p == l)
    +    testTransformer[(Vector, Double)](dataset.toDF(), model, "prediction", 
"label") {
    --- End diff --
    
    The type of `dataset` is `Dataset[_]` ? 


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