Explaining multivariate molecular diagnostic tests via shapley values

HIGHLIGHTS

  • who: Joanna Roder from the Inc, Wilderness Place, Ste100, Boulder, CO, USA have published the article: Explaining multivariate molecular diagnostic tests via Shapley values, in the Journal: (JOURNAL)
  • what: One proposal has been to construct a simpler, more interpretable model of a complex ML algorithm which reproduces the results of the full ML algorithm in the vicinity of the individual patient data for which the authors seek to explain the test result. The authors show a a uniform instance, c a nonuniform instance, e a boundary instance. This study discusses the interpretation of SVs, interaction . . .

     

    Logo ScioWire Beta black

    If you want to have access to all the content you need to log in!

    Thanks :)

    If you don't have an account, you can create one here.

     

Scroll to Top

Add A Knowledge Base Question !

+ = Verify Human or Spambot ?