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  1. Spark
  2. SPARK-20234

Improve Framework for Basic ML Tests

    Details

    • Type: Improvement
    • Status: Resolved
    • Priority: Major
    • Resolution: Incomplete
    • Affects Version/s: 2.1.0
    • Fix Version/s: None
    • Component/s: ML, Tests
    • Labels:

      Description

      Recently, I came across a few simple ML bugs that should have been caught by basic checks, but there was a lack of coverage because the existing checks are just tacked on to other tests and easy to forget to add to new test suites.

      I think it's worth spending some time to making these checks more standardized and easy to bring into new test suites so they are not overlooked - possibly by using a trait.

      The basic checks I'm referring to are:

      • parameter checks
      • uid checks
      • model/estimator copies
      • model/estimator persistence

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            • Assignee:
              Unassigned
              Reporter:
              bryanc Bryan Cutler
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              • Created:
                Updated:
                Resolved: