Never mind the metrics - what about the uncertainty? Visualising binary confusion matrix metric distributions to put performance in perspective

D. Lovell, Dimity Miller, Jaiden Capra, Andrew P. Bradley
2/12/2026

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@article{lovell2026never,
  title  = {Never mind the metrics - what about the uncertainty? Visualising binary confusion matrix metric distributions to put performance in perspective},
  author = {D. Lovell and Dimity Miller and Jaiden Capra and Andrew P. Bradley},
  year   = {2026},
  url    = {https://api.semanticscholar.org/CorpusID:70dc3d68d669fc4181f900044512ab0bcdf61558},
  journal = {ICML 2023 2023}
}

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