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Audit the Unit Test Suite for Woodwork Inference Sensitivity

Open chukarsten opened this issue 2 years ago • 0 comments

In https://github.com/alteryx/evalml/pull/3626 and the much older https://github.com/alteryx/evalml/pull/2181, we've shown that EvalML is very sensitive to changes in Woodwork inference. This was a mistake in how we've written our tests and we need to determine a way to rectify this.

I think resolving this story involves coming up with a plan to 👍

  1. Evaluate the changes in the linked PRs
  2. Statically set woodwork typing in those tests/fixtures

chukarsten avatar Aug 09 '22 21:08 chukarsten