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Bringing a Ruler Into the Black Box: Uncovering Feature Impact from Individual Conditional Expectation Plots

Bringing a Ruler Into the Black Box: Uncovering Feature Impact from Individual Conditional Expectation Plots

A. Yeh
A. Ngo
    FAtt
ArXiv (abs)PDFHTML

Papers citing "Bringing a Ruler Into the Black Box: Uncovering Feature Impact from Individual Conditional Expectation Plots"

3 / 3 papers shown
Title
TRIVEA: Transparent Ranking Interpretation using Visual Explanation of Black-Box Algorithmic Rankers
TRIVEA: Transparent Ranking Interpretation using Visual Explanation of Black-Box Algorithmic Rankers
Jun Yuan
Kaustav Bhattacharjee
A. Islam
Aritra Dasgupta
58
3
0
28 Aug 2023
Explainable AI for clinical risk prediction: a survey of concepts, methods, and modalities
Explainable AI for clinical risk prediction: a survey of concepts, methods, and modalities
Munib Mesinovic
Peter Watkinson
Ting Zhu
FaML
74
3
0
16 Aug 2023
"Why Should I Trust You?": Explaining the Predictions of Any Classifier
"Why Should I Trust You?": Explaining the Predictions of Any Classifier
Marco Tulio Ribeiro
Sameer Singh
Carlos Guestrin
FAttFaML
1.3K
17,237
0
16 Feb 2016