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

    https://github.com/apache/spark/pull/17014#discussion_r102205041
  
    --- Diff: mllib/src/main/scala/org/apache/spark/ml/Predictor.scala ---
    @@ -126,9 +129,10 @@ abstract class Predictor[
        * and copying parameters into the model.
        *
        * @param dataset  Training dataset
    +   * @param handlePersistence  Whether to persist the dataset in 
implementation
        * @return  Fitted model
        */
    -  protected def train(dataset: Dataset[_]): M
    +  protected def train(dataset: Dataset[_], handlePersistence: Boolean): M
    --- End diff --
    
    Isn't this going to break external implementers?


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