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Feature request: a table/plot of K-L divergences #327

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richardfeldman76 opened this issue Jul 1, 2022 · 1 comment
Open

Feature request: a table/plot of K-L divergences #327

richardfeldman76 opened this issue Jul 1, 2022 · 1 comment
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enhancement Enhancements of existing features, but also new feature requests.

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@richardfeldman76
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Using projpred for variable selection, it strikes me as odd that it is easy to compare different sized models (e.g., via plot.vsel), but no way of comparing different variable sets for a given model size. For example, for a reference model of y ~ A + B + C, we can visualize the CV results (e.g., ELPD, RMSE) of models, y ~ A, y ~ A + B, and y ~ A + B + C, but we cannot see how models y ~ A + B, y ~ A + C, and y ~ B + C stack up against each other. It would be nice to be able to extract a table or plot of each model's K-L divergence values.

@fweber144
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Yes, thank you for creating the issue.

@fweber144 fweber144 added enhancement Enhancements of existing features, but also new feature requests. and removed feature labels Oct 26, 2022
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Labels
enhancement Enhancements of existing features, but also new feature requests.
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