r-ShapleyOutlier

Description

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 (2022) <doi:10.48550/ARXIV.2210.10063>.

Metadata

Version

0.1.1

License

Unknown

Platforms (75)

Darwin

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Linux

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none

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aarch64-darwin
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aarch64-linux
aarch64-netbsd
aarch64-none
aarch64_be-none
arm-none
armv5tel-linux
armv6l-linux
armv6l-netbsd
armv6l-none
armv7a-darwin
armv7a-linux
armv7a-netbsd
armv7l-linux
armv7l-netbsd
avr-none
i686-cygwin
i686-darwin
i686-freebsd
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i686-linux
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i686-none
i686-openbsd
i686-windows
javascript-ghcjs
loongarch64-linux
m68k-linux
m68k-netbsd
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microblaze-linux
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microblazeel-linux
microblazeel-none
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Platforms75 (75)

Platforms (75)