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Should profile instances with missing (i.e. null/NaN) data points be allowed? #1268

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DavidT3 opened this issue Nov 21, 2024 · 0 comments
Open

Should profile instances with missing (i.e. null/NaN) data points be allowed? #1268

DavidT3 opened this issue Nov 21, 2024 · 0 comments
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refinement If a feature has already been implemented, and works, but could do with another pass to improve it. review Review and analyse how well a feature works

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DavidT3 commented Nov 21, 2024

I think it might provide more useful profiles, as they won't entirely fail if there are NaN values, but then comes a couple of questions:

  • How does fitting models to the profiles go from there? Do we just ignore the NaN values?
  • What would be the best way to highlight the missing data on profile visualisations? Just big red columns in radius maybe?
@DavidT3 DavidT3 added refinement If a feature has already been implemented, and works, but could do with another pass to improve it. review Review and analyse how well a feature works labels Nov 21, 2024
@DavidT3 DavidT3 self-assigned this Nov 21, 2024
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