SUBPLEX : A Visual Analytics Approach to Understand Local Model Explanations at the Subpopulation Level
Understanding the interpretation of machine learning (ML) models has been of paramount importance when making decisions with societal impacts, such as transport control, financial activities, and medical diagnosis. While local explanation techniques are popular methods to interpret ML models on a si...
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Bibliographische Detailangaben
| Veröffentlicht in: | IEEE computer graphics and applications. - 1991. - 42(2022), 6 vom: 28. Nov., Seite 24-36
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| 1. Verfasser: |
Yuan, Jun
(VerfasserIn) |
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| Weitere Verfasser: |
Chan, Gromit Yeuk-Yin,
Barr, Brian,
Overton, Kyle,
Rees, Kim,
Nonato, Luis Gustavo,
Bertini, Enrico,
Silva, Claudio T |
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| Format: | Online-Aufsatz
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| Sprache: | English |
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| Veröffentlicht: |
2022
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| Zugriff auf das übergeordnete Werk: | IEEE computer graphics and applications
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| Schlagworte: | Journal Article |
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