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Further curation of metrics #10

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kathrinblagec opened this issue Jul 20, 2020 · 0 comments
Open
1 task

Further curation of metrics #10

kathrinblagec opened this issue Jul 20, 2020 · 0 comments
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@kathrinblagec
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kathrinblagec commented Jul 20, 2020

Further annotate property of metrics, e.g.:

  • Problem types they are used for
    • Regression
    • Classification
    • Unsupervised tasks
    • ...
  • Absolute or relative dimension
  • Primary, composite or extended metric
  • Which metrics are related
  • Expected input (probabilities, distribution, continuous input)
  • Score range
  • Higher or lower scores better

I have started to annotate this information in an Excel sheet. We can think about if and how this could be integrated into the ontology.

Tasks:

  • Annotate synonyms of metrics
@kathrinblagec kathrinblagec self-assigned this Jul 20, 2020
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