Are Metrics Enough? Guidelines for Communicating and Visualizing Predictive Models to Subject Matter Experts
Presenting a predictive model's performance is a communication bottleneck that threatens collaborations between data scientists and subject matter experts. Accuracy and error metrics alone fail to tell the whole story of a model - its risks, strengths, and limitations - making it difficult for...
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Bibliographische Detailangaben
| Veröffentlicht in: | IEEE transactions on visualization and computer graphics. - 1996. - 30(2024), 7 vom: 07. Juni, Seite 4137-4153
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| 1. Verfasser: |
Suh, Ashley
(VerfasserIn) |
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| Weitere Verfasser: |
Appleby, Gabriel,
Anderson, Erik W,
Finelli, Luca,
Chang, Remco,
Cashman, Dylan |
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| Format: | Online-Aufsatz
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| Sprache: | English |
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| Veröffentlicht: |
2024
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| Zugriff auf das übergeordnete Werk: | IEEE transactions on visualization and computer graphics
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| Schlagworte: | Journal Article |
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