Zobrazeno 1 - 3
of 3
pro vyhledávání: '"Mitra, Shreyan"'
Autor:
Mitra, Shreyan, Gilpin, Leilani
Explanatory systems make the behavior of machine learning models more transparent, but are often inconsistent. To quantify the differences between explanatory systems, this paper presents the Shreyan Distance, a novel metric based on the weighted dif
Externí odkaz:
http://arxiv.org/abs/2311.10811
Autor:
Mitra, Shreyan, Gilpin, Leilani
Explanatory systems make machine learning models more transparent. However, they are often inconsistent. In order to quantify and isolate possible scenarios leading to this discrepancy, this paper compares two explanatory systems, SHAP and LIME, base
Externí odkaz:
http://arxiv.org/abs/2304.08499
