ShapleyOutlier-package: ShapleyOutlier: Multivariate Outlier Explanations using...
In ShapleyOutlier: Multivariate Outlier Explanations using Shapley Values and Mahalanobis Distances
ShapleyOutlier-package R Documentation
ShapleyOutlier: Multivariate Outlier Explanations using Shapley Values and Mahalanobis Distances
Description
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) \Sexpr[results=rd]{tools:::Rd_expr_doi("10.1016/j.ecosta.2023.04.003")}.
Author(s)
Maintainer: Marcus Mayrhofer marcus.mayrhofer@tuwien.ac.at
Authors:
Peter Filzmoser
ShapleyOutlier documentation built on Oct. 17, 2024, 5:08 p.m.
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
| ShapleyOutlier-package | R Documentation |
ShapleyOutlier: Multivariate Outlier Explanations using Shapley Values and Mahalanobis Distances
Description
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) \Sexpr[results=rd]{tools:::Rd_expr_doi("10.1016/j.ecosta.2023.04.003")}.
Author(s)
Maintainer: Marcus Mayrhofer marcus.mayrhofer@tuwien.ac.at
Authors:
Peter Filzmoser
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
Embedding an R snippet on your website
Add the following code to your website.
For more information on customizing the embed code, read Embedding Snippets.