Search Results for author: Edward P. Browne

Found 1 papers, 1 papers with code

The Rashomon Importance Distribution: Getting RID of Unstable, Single Model-based Variable Importance

1 code implementation NeurIPS 2023 Jon Donnelly, Srikar Katta, Cynthia Rudin, Edward P. Browne

However, for a given dataset, there may be many models that explain the target outcome equally well; without accounting for all possible explanations, different researchers may arrive at many conflicting yet equally valid conclusions given the same data.

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