Github user mengxr commented on the pull request:

    https://github.com/apache/spark/pull/5820#issuecomment-98501332
  
    @jkbradley The problem of `fittingParamMap` is that it doesn't tell you 
what the estimator it, while a model could be produced by different estimators. 
Since this PR blocks all work in the `spark.ml` package, shall we address this 
in a separate PR? 


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