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Published in 2024 at "Machine Vision and Applications"
DOI: 10.1007/s00138-024-01620-5
Abstract: Existing Reject Option Classification formulations typically learn a function (e.g., softmax threshold) to select/reject uncertain classifier predictions. Such approaches leverage a user-defined cost of rejection or constraints on the accuracy or coverage of the selected…
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Keywords:
classification;
reject option;
naturally constrained;
option classification ... See more keywords