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Train Page-Level Survey Model for USA.gov #110

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amymok opened this issue Jan 1, 2020 · 0 comments
Open
4 tasks

Train Page-Level Survey Model for USA.gov #110

amymok opened this issue Jan 1, 2020 · 0 comments
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@amymok
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amymok commented Jan 1, 2020

Currently the model in HSM/MeL is using a model that was trained by site-wide survey. In order to target more specific data for page-level survey, data from page-level survey is needed to train the model. The model will give a better prediction when running page-level survey.

  • Obtain page-level training dataset from USA.gov
  • Format the data into the correct format and run train.py to obtain model
  • Save model into the permanent location
  • Revise the code to allow specifying which model to be used
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