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Integrating handling of NaN values #14

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hagenw opened this issue Dec 15, 2021 · 2 comments
Open

Integrating handling of NaN values #14

hagenw opened this issue Dec 15, 2021 · 2 comments

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@hagenw
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hagenw commented Dec 15, 2021

As discussed in #13 (comment) audmetric should handle NaN the same way in all its functions. There are basically two options:

  • raise an error when NaN is detected
  • silently ignore NaN in the calculations, e.g. tread them as wrong label
@hagenw hagenw mentioned this issue Dec 15, 2021
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@frankenjoe
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Related to https://gitlab.audeering.com/tools/audbenchmark/-/issues/104

@frankenjoe
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Basically there is also the problem when we have class labels in prediction that are not present in truth.

This was referenced May 2, 2023
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@hagenw @frankenjoe