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elphick / sklearn-viz

Interactive visualisations to aid evaluation of scikit-learn models
https://elphick.github.io/sklearn-viz/
MIT License
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ModelSelection to support multiple estimators and multiple datasets #45

Open elphick opened 1 month ago

elphick commented 1 month ago

Presently ModelSelection can support only multiple (e) estimators, OR multiple (d) datasets. These are presented as boxplots. If e x d is provided, we would like a heatmap of the mean/median results. Solutions for a visual indicator of variance/range in the heatmap would be ideal.

elphick commented 1 month ago

The processing of cases now supports the multiple (d x e) situation. Now need:

  1. Some error handling on existing plots for (1 x e) and (1 x d) case (boxplot).
  2. A heatmap plot for the (d x e) case.