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

    https://github.com/apache/spark/pull/19208#discussion_r150373516
  
    --- Diff: 
mllib/src/main/scala/org/apache/spark/ml/tuning/CrossValidator.scala ---
    @@ -117,6 +123,12 @@ class CrossValidator @Since("1.2.0") (@Since("1.4.0") 
override val uid: String)
         instr.logParams(numFolds, seed, parallelism)
         logTuningParams(instr)
     
    +    val collectSubModelsParam = $(collectSubModels)
    +
    +    var subModels: Option[Array[Array[Model[_]]]] = if 
(collectSubModelsParam) {
    --- End diff --
    
    Sorry I didn't follow up on this before.  I think that @WeichenXu123 's 
argument is valid, but please say if there are issues I'm missing @holdenk 


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