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Published 20 hours ago • verified publisher icon citoverse

Local diagnostic methods

Open MaximilianPi opened this issue 2 years ago • 0 comments

It would be nice to have some of the SOTA local diagnostic methods

  • Anchor; Book
  • SHAP (can be also used to get feature interactions)
  • Lime (but doesn't work well with non linear effects)

I guess we could start with the anchor method because it is easy to interpret and doesn't have the shortcomings of lime

MaximilianPi avatar Jun 29 '22 08:06 MaximilianPi