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

    https://github.com/apache/spark/pull/18281#discussion_r128828428
  
    --- Diff: 
mllib/src/main/scala/org/apache/spark/ml/classification/OneVsRest.scala ---
    @@ -271,7 +273,7 @@ object OneVsRestModel extends 
MLReadable[OneVsRestModel] {
     @Since("1.4.0")
     final class OneVsRest @Since("1.4.0") (
         @Since("1.4.0") override val uid: String)
    -  extends Estimator[OneVsRestModel] with OneVsRestParams with MLWritable {
    +  extends Estimator[OneVsRestModel] with OneVsRestParams with 
HasParallelism with MLWritable {
     
    --- End diff --
    
    @WeichenXu123 earlier in the discussion for this PR we had been 
coordinating with similar changes for parallel cross validator and train 
validation split at #16774 .
    
    If `trait OneVsRestParams extends PredictorParams with HasParallelism` was 
done instead, then it would just give the parallelism param to the 
`OneVsRestModel` which isn't really useful since it's already been trained.


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