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Group modeling and other assorted updates #127

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merged 3 commits into from
Jul 28, 2023
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@bradmiller bradmiller commented Jul 27, 2023

This PR includes the following changes:

  • Support for "modeling groups" to improve coverage over subsets of the data
  • Improved model convergence logic to reduce scoring instability
  • Increasing the required confidence for CRHing notes based on confidence intervals
  • Support for running a subset of scoring logic for development purposes
  • Support for computing separate training and validation loss during development
  • Turndown of the coverage model which trialed an expansion of CRH notes through modified regularization

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@bradmiller bradmiller merged commit b8b6f8a into main Jul 28, 2023
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@bradmiller bradmiller deleted the bradm/modeling_groups branch July 28, 2023 17:22
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review

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3 participants