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Model refining tests #115

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jds485 opened this issue May 4, 2022 · 0 comments
Open

Model refining tests #115

jds485 opened this issue May 4, 2022 · 0 comments
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enhancement New feature or request

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@jds485
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jds485 commented May 4, 2022

  1. Test with and without WB model variables - these variables provide process guidance and could include information from many other catchment attributes.
  2. Test creating and using seasonal climate variables to remove high monthly correlations
  3. Test using the cluster region as a feature. The cluster region would not be available for all sites, so this would only serve as a test on if it improves predictions. - Initial targets created in Initial prediction model workflow #110
  4. Test a CONUS / multi-region model using the predicted probability of a gage being in a region. Applies to model training and testing sets.
@jds485 jds485 added the enhancement New feature or request label May 4, 2022
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