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  1. Hivemall
  2. HIVEMALL-90

Refine incomplete AUC (classification) implementation

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Details

    • Bug
    • Status: Closed
    • Major
    • Resolution: Fixed
    • None
    • 0.5.0
    • None

    Description

      Current implementation cannot handle some merge orders e.g.,

      {0, 2, 1}

      in case of a test case https://github.com/apache/incubator-hivemall/blob/97bc91247f1a453b6ffb49212800fa601d25c297/core/src/test/java/hivemall/evaluation/AUCUDAFTest.java#L207

      This should be refined, and AUC UDAF has to be able to compute and merge partial results in an arbitrary order.

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        Issue Links

          blocks

          Task - A task that needs to be done. HIVEMALL-21 [Umbrella] Release Hivemall v0.5.0

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

          Test - A new unit, integration or system test. HIVEMALL-125 Unit tests for evaluation UDAFs

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

          Web Link GitHub Pull Request #63

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              takuti Takuya Kitazawa
              takuti Takuya Kitazawa
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              Dates

                Created:
                Updated:
                Resolved: