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1 result for “RashomonDetect”
Exploration of the Rashomon Set Assists Trustworthy Explanations for Medical Datacs.LG

Paper explores Rashomon set models for more trustworthy medical conclusions.

problem Lack of comprehensive analysis of models in Rashomon set leads to misleading conclusions.
method Introduces Rashomon_DETECT algorithm and Profile Disparity Index (PDI).
result Combining differently behaving models in Rashomon set provides more trustworthy conclusions.
Rashomon setRashomonDetectProfile Disparity IndexXAIFunctional data analysis
2023-08-22abs ↗pdf ↗