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  1. Spark
  2. SPARK-14033

Merging Estimator & Model

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Details

    • Improvement
    • Status: Closed
    • Major
    • Resolution: Not A Problem
    • None
    • None
    • ML
    • None

    Description

      This JIRA is for merging the spark.ml concepts of Estimator and Model.

      Goal: Have clearer semantics which match existing libraries (such as scikit-learn).

      For details, please see the linked design doc. Comment on this JIRA to give feedback on the proposed design. Once the proposal is discussed and this work is confirmed as ready to proceed, this JIRA will serve as an umbrella for the merge tasks.

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          relates to

          Brainstorming - A place to record back and forth on notions not yet formed enough to make a 'New Feature' or 'Task' SPARK-5874 How to improve the current ML pipeline API?

          • Critical - Crashes, loss of data, severe memory leak.
          • Resolved
          supercedes

          Sub-task - The sub-task of the issue SPARK-7461 Remove spark.ml Model, and have all Transformers have parent

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

          Web Link Design doc

          There are no Sub-Tasks for this issue.

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            People

              josephkb Joseph K. Bradley
              josephkb Joseph K. Bradley
              Xiangrui Meng Xiangrui Meng
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              Dates

                Created:
                Updated:
                Resolved: