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Provide Model Transparency #16

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dillonmabry opened this issue Jun 27, 2019 · 0 comments
Open

Provide Model Transparency #16

dillonmabry opened this issue Jun 27, 2019 · 0 comments
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@dillonmabry
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For audit purposes provide a full detail report of model testing:

  • Precision, Recall, AUC of model
  • Feature importance details
  • Possibly look into using the SHAP package for better interpretability
  • Examine PCA output in model generation stage
@dillonmabry dillonmabry self-assigned this Jun 27, 2019
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