8000 [BUG] Prophet not tagged as "handles-missing-data" by RobKuebler · Pull Request #7267 · sktime/sktime · GitHub
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[BUG] Prophet not tagged as "handles-missing-data" #7267

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Merged
merged 4 commits into from
Oct 18, 2024

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RobKuebler
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Prophet is able to handle missing data, but it is wrongly tagged so far.

Fixes #7266.

What does this implement/fix? Explain your changes.

I just set the tag to True.

Does your contribution introduce a new dependency? If yes, which one?

No.

Did you add any tests for the change?

No.

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@yarnabrina
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Hi @Garve, thanks for your contribution. I have initiated CI in this PR, but it seems fair to have a dedicated unit test for missing value support specifically for Prophet as well. Will you kindly contribute one in sktime/forecasting/tests/test_prophet.py?

@fkiraly
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fkiraly commented

I was also thinking that, but I was considering more along the lines of for all estimators that claim to support missing data.

How I would do it:

  • in a separate PR after this - adding one for Prophet alone in this PR makes sense
  • in TestAllForecasters
  • using the estimator_instance fixture
  • checking the tag via get_tag, and if supports missing data, run a single simple test scenario, as in the Prophet test

(in case you still are worried about the contribution being too small, @Garve 😁)

@fkiraly fkiraly added module:forecasting forecasting module: forecasting, incl probabilistic and hierarchical forecasting bugfix Fixes a known bug or removes unintended behavior labels Oct 15, 2024
fkiraly
fkiraly previously approved these changes Oct 18, 2024
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I will merge this for the release, we can add the testing later.

@fkiraly fkiraly merged commit add253a into sktime:main Oct 18, 2024
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benHeid pushed a commit that referenced this pull request Feb 15, 2025
Prophet is able to handle missing data, but it is wrongly tagged so far.

Fixes #7266.

#### What does this implement/fix? Explain your changes.
I just set the tag to `True`.
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[BUG] Prophet is falsely tagged as "can't handle missing values"
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