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Parsimony interference in pareto frontier #66

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MilesCranmer opened this issue Feb 1, 2022 · 0 comments
Closed

Parsimony interference in pareto frontier #66

MilesCranmer opened this issue Feb 1, 2022 · 0 comments

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@MilesCranmer
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In the current model, parsimony enters the loss, and this loss enters the pareto frontier calculation. So technically even if a model has a better predictive accuracy than a simpler model, it might be removed from the pareto frontier due to parsimony.

So, we should remove parsimony altogether from hall of fame scores.
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@MilesCranmer