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@dsherry FYI I split the tests up as you suggested, and parameterized some but not all, my reason being that it got really unwieldy to add in all of the different parameters (dataset, mocks, mock pipelines) to support binary/multiclass and this seemed cleaner. We can always revisit though!
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