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  1. Spark
  2. SPARK-12183

Remove spark.mllib tree, forest implementations and use spark.ml

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Details

    • Improvement
    • Status: Resolved
    • Minor
    • Resolution: Fixed
    • None
    • 2.0.0
    • ML, MLlib
    • None

    Description

      This JIRA is for replacing the spark.mllib decision tree and random forest implementations with the one from spark.ml. The spark.ml one should be used as a wrapper. This should involve moving the implementation, but should probably not require changing the tests (much).

      This blocks on 1 improvement to spark.mllib which needs to be ported to spark.ml: SPARK-10064

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          is blocked by

          Improvement - An improvement or enhancement to an existing feature or task. SPARK-12182 Distributed binning for trees in spark.ml

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

          Task - A task that needs to be done. SPARK-10232 Decide whether spark.ml Decision Tree and Random Forest can replace spark.mllib implementation

          • Major - Major loss of function.
          • Resolved
          relates to

          Improvement - An improvement or enhancement to an existing feature or task. SPARK-7131 Move tree,forest implementation from spark.mllib to spark.ml

          • Major - Major loss of function.
          • Resolved
          links to

          Pull request #11855 [Github] Pull Request #11855 (jkbradley)

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              josephkb Joseph K. Bradley
              josephkb Joseph K. Bradley
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              Dates

                Created:
                Updated:
                Resolved: