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Graceful fail of PreProcess methods in evaluate_models #627

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olliethomas opened this issue May 6, 2022 · 0 comments
Open

Graceful fail of PreProcess methods in evaluate_models #627

olliethomas opened this issue May 6, 2022 · 0 comments
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bug Something isn't working code-change An actual code change.
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EthicML 2.0

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@olliethomas
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At the moment, only the case where an InProcess model fails is handled. This is done by returning a NaN Prediction object. It's not immediately clear to me what a failed pre-process method (or even a post-process method) should return. Maybe the original input/preds?
@olliethomas olliethomas added the bug Something isn't working label May 6, 2022
@tmke8 tmke8 added the code-change An actual code change. label May 10, 2022
@tmke8 tmke8 added this to the EthicML 2.0 milestone May 27, 2022
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@olliethomas @tmke8