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Interactively Explore Local Explanations with the Radial Tour
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
- Version0.4.0.0
- R version≥ 3.5.0
- LicenseMIT
- Licensefile LICENSE
- Needs compilation?No
- Languageen-US
- Last release11/08/2023
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Team
Nicholas Spyrison
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- Depends1 package
- Imports9 packages
- Suggests12 packages