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  1. Spark
  2. SPARK-1856

Standardize MLlib interfaces

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Details

    • Umbrella
    • Status: Resolved
    • Critical
    • Resolution: Fixed
    • None
    • 1.5.0
    • MLlib
    • None

    Description

      Instead of expanding MLlib based on the current class naming scheme (ProblemWithAlgorithm), we should standardize MLlib's interfaces that clearly separate datasets, formulations, algorithms, parameter sets, and models.

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          contains

          Improvement - An improvement or enhancement to an existing feature or task. SPARK-2692 Decision Tree API update

          • Major - Major loss of function.
          • Closed
          is related to

          Improvement - An improvement or enhancement to an existing feature or task. SPARK-1457 Change APIs for training algorithms to take optimizer as parameter

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          is superceded by

          Umbrella - An overarching type made of sub-tasks SPARK-10817 ML abstraction umbrella

          • Major - Major loss of function.
          • Resolved

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              mengxr Xiangrui Meng
              mengxr Xiangrui Meng
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              Dates

                Created:
                Updated:
                Resolved: