8000 [ENH] `TestAllForecasters` should include a test for missing data handling · Issue #7297 · sktime/sktime · GitHub
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[ENH] TestAllForecasters should include a test for missing data handling #7297
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@fkiraly

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@fkiraly

I believe we currently do not test whether forecasters with the missing data tag can handle missing data.

This should be included in TestAllForecasters - I would suggest a single test, using estimator_instance, then checking the tag via get_tag, and if it is set, then try to fit/predict with a single scenario of endo and exogeneous data that contains missings.

A more systematic way would be to add a data scenario, although I worry about test times due to combinatorial multiplication.

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    enhancementAdding new functionalitymodule:forecastingforecasting module: forecasting, incl probabilistic and hierarchical forecastingmodule:teststest framework functionality - only framework, excl specific tests

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