Evidential Random Forests

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Arthur Hoarau, Arnaud Martin, Jean-Christophe Dubois, Yolande Le Gall

Published: 01 Jan 2023, Last Modified: 14 May 2025Expert Syst. Appl. 2023EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•Source uncertainty and imprecision can be modeled in richer labels.•Richer labels improve classification performance.•Evidential decision tree and evidential random forest are robust to overfitting.