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finncatling / lap-risk

Uncertainty-aware mortality risk modelling in emergency laparotomy, using data from the NELA.
MIT License
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Histograms on PDP plots #72

Closed finncatling closed 3 years ago

finncatling commented 3 years ago

Especially on continuous features, this would lessen overinterpretation on data-sparse areas of the plots

finncatling commented 3 years ago

Consider randomly perturbing data on age rug to avoid issues with individual identification

finncatling commented 3 years ago

The dataset is too large for rug plots - they are difficult to read even with a high transparency, and the PDFs of the plots end up containing lots of vectors so load very slowly. Therefore switching to histograms

finncatling commented 3 years ago

Addressed in #81