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Add a script to check data quality #7

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DJCordhose opened this issue Sep 30, 2022 · 0 comments
Open

Add a script to check data quality #7

DJCordhose opened this issue Sep 30, 2022 · 0 comments
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help wanted Extra attention is needed

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@DJCordhose
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We have a validation script to check for model quality, but none to check the ingoing training data. We could check for

  • distribution of risk and grouping
  • regression tests against previous distributions of data (input and output)
  • typical quality measures like ones mentioned in the slides
@DJCordhose DJCordhose added the help wanted Extra attention is needed label Sep 30, 2022
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