Inferring feature importance with uncertainties with application to large genotype data

HIGHLIGHTS

  • who: Pu00e5l Vegard Johnsen et al. from the , Department of Mathematical Sciences, Norwegian University of Science have published the research: Inferring feature importance with uncertainties with application to large genotype data, in the Journal: (JOURNAL) of February/20,/2023
  • what: The authors investigate a theoretical approach for extracting feature importance even when the model input consists of many features. This is particularly important if the results from the model can be trustfully investigated further within medicine or genomics such as when applied to drug discovery . The authors describe how to estimate a confidence interval for . . .

     

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