A Uniform Language to Explain Decision Trees

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Marcelo Arenas, Pablo Barceló, Diego Bustamante, Jose Caraball, Bernardo Subercaseaux

Published: 01 Jan 2024, Last Modified: 25 Jan 2025KR 2024EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: The formal XAI community has studied a plethora of interpretability queries aiming to understand the classifications made by decision trees. However, a more uniform understanding of what questions ...