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Investigation of uncertain predictions #2

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tbohne opened this issue Aug 15, 2022 · 0 comments
Open

Investigation of uncertain predictions #2

tbohne opened this issue Aug 15, 2022 · 0 comments
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@tbohne
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tbohne commented Aug 15, 2022

  • in certain cases it could be interesting to plot several heatmaps for one sample, e.g. for each class
  • it would be interesting for very unsure predictions
  • add a check for certainty of a prediction -> if it reaches a lower bound, the different CAMs are shown in order to understand what the model is looking at to "think" of the sample of being assigned to one class or the other
  • again, this assumes that there is an option to plot several heatmaps for one sample (see Implement side-by-side plot of different CAM methods #1)
@tbohne tbohne added the feature label Aug 15, 2022
@tbohne tbohne self-assigned this Aug 15, 2022
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