cheem (Q158645)
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Interactively Explore Local Explanations with the Radial Tour
| Language | Label | Description | Also known as |
|---|---|---|---|
| English | cheem |
Interactively Explore Local Explanations with the Radial Tour |
Statements
8 November 2023
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Given a non-linear model, calculate the local explanation. We purpose view the data space, explanation space, and model residuals as ensemble graphic interactive on a shiny application. After an observation of interest is identified, the normalized variable importance of the local explanation is used as a 1D projection basis. The support of the local explanation is then explored by changing the basis with the use of the radial tour <doi:10.32614/RJ-2020-027>; <doi:10.1080/10618600.1997.10474754>.
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