Bago Amirbekian created SPARK-24852:
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             Summary: Have spark.ml training use updated `Instrumentation` APIs.
                 Key: SPARK-24852
                 URL: https://issues.apache.org/jira/browse/SPARK-24852
             Project: Spark
          Issue Type: Story
          Components: ML
    Affects Versions: 2.4.0
            Reporter: Bago Amirbekian


Port spark.ml code to use the new methods on the `Instrumentation` class and 
remove the old methods & constructor.



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