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Revisit using a stacked model with the stacks package #46

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dfsnow opened this issue Nov 2, 2023 · 1 comment
Open

Revisit using a stacked model with the stacks package #46

dfsnow opened this issue Nov 2, 2023 · 1 comment
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method ML technique or method change

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dfsnow commented Nov 2, 2023

Previously, the CCAO attempted to create a stacked/ensemble model using tidymodels functions. However, tidymodels' support for this method was at the time quite new, and it didn't work very well. We should revisit using an ensemble model utilizing the relatively new stacks package.

@dfsnow dfsnow added this to the 2024 model changes milestone Dec 5, 2023
@dfsnow dfsnow added the method ML technique or method change label Dec 5, 2023
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dfsnow commented Jan 24, 2024

Booting this to next year. It's complicated to implement and has a lot of downsides. Last time we tried it the performance improvement wasn't substantial. Could be a good intern or fellow project.

@dfsnow dfsnow removed this from the 2024 model changes milestone Jan 24, 2024
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