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  1. Spark
  2. SPARK-4591 Algorithm/model parity for spark.ml (Scala)
  3. SPARK-14376

spark.ml parity for trees

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    • Sub-task
    • Status: Resolved
    • Major
    • Resolution: Fixed
    • None
    • 2.4.0
    • ML
    • None

    Description

      Review parity of spark.ml vs. spark.mllib to ensure spark.ml contains all functionality. List all missing items.

      This only covers Scala since we can compare Scala vs. Python in spark.ml itself.

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          requires

          New Feature - A new feature of the product, which has yet to be developed. SPARK-14682 Provide evaluateEachIteration method or equivalent for spark.ml GBTs

          • Minor - Minor loss of function, or other problem where easy workaround is present.
          • Resolved

          Improvement - An improvement or enhancement to an existing feature or task. SPARK-14681 Provide label/impurity stats for spark.ml decision tree nodes

          • Major - Major loss of function.
          • Resolved

          Improvement - An improvement or enhancement to an existing feature or task. SPARK-7132 Add fit with validation set to spark.ml GBT

          • Minor - Minor loss of function, or other problem where easy workaround is present.
          • Resolved

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              josephkb Joseph K. Bradley
              josephkb Joseph K. Bradley
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              Dates

                Created:
                Updated:
                Resolved: