A Workflow for Visual Diagnostics of Binary Classifiers using Instance-Level Explanations

Josua Krause, Aritra Dasgupta, Jordan Swartz, Yindalon Aphinyanaphongs, Enrico Bertini. A Workflow for Visual Diagnostics of Binary Classifiers using Instance-Level Explanations. In Brian Fisher, Shixia Liu, Tobias Schreck, editors, 2017 IEEE Conference on Visual Analytics Science and Technology, VAST 2017, Phoenix, AZ, USA, October 3-6, 2017. pages 162-172, IEEE Computer Society, 2017. [doi]

Authors

Josua Krause

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Aritra Dasgupta

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Jordan Swartz

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Yindalon Aphinyanaphongs

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Enrico Bertini

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