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Investigating Poor Performance Regions of Black Boxes: LIME-based
  Exploration in Sepsis Detection

Investigating Poor Performance Regions of Black Boxes: LIME-based Exploration in Sepsis Detection

21 June 2023
Mozhgan Salimiparsa
Surajsinh Parmar
San Lee
Cho-Myong Kim
Yonghwan Kim
Jang Yong Kim
    FAtt
ArXiv (abs)PDFHTML

Papers citing "Investigating Poor Performance Regions of Black Boxes: LIME-based Exploration in Sepsis Detection"

2 / 2 papers shown
Title
Extending Machine Learning-Based Early Sepsis Detection to Different
  Demographics
Extending Machine Learning-Based Early Sepsis Detection to Different Demographics
Surajsinh Parmar
Tao Shan
San Lee
Yonghwan Kim
Jang Yong Kim
61
2
0
07 Nov 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
17,178
0
16 Feb 2016
1