evalml
evalml copied to clipboard
Audit the Unit Test Suite for Woodwork Inference Sensitivity
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 👍
- Evaluate the changes in the linked PRs
- Statically set woodwork typing in those tests/fixtures