ShapleyOutlier
Multivariate Outlier Explanations using Shapley Values and Mahalanobis Distances
Based on Shapley values to explain multivariate outlyingness and to detect and impute cellwise outliers. Includes implementations of methods described in Mayrhofer and Filzmoser (2023)
- Version0.1.2
- R version≥ 4.0.0
- LicenseGPL-3
- Needs compilation?No
- ShapleyOutlier citation info
- Last release10/17/2024
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Team
Marcus Mayrhofer
Peter Filzmoser
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- Depends1 package
- Imports12 packages
- Suggests6 packages