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cheem  

Interactively Explore Local Explanations with the Radial Tour
View on CRAN: Click here


Download and install cheem package within the R console
Install from CRAN:
install.packages("cheem")

Install from Github:
library("remotes")
install_github("cran/cheem")

Install by package version:
library("remotes")
install_version("cheem", "0.4.0.0")



Attach the package and use:
library("cheem")
Maintained by
Nicholas Spyrison
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-03-14
Latest Update: 2023-05-08
Description:
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 ; .
How to cite:
Nicholas Spyrison (2022). cheem: Interactively Explore Local Explanations with the Radial Tour. R package version 0.4.0.0, https://cran.r-project.org/web/packages/cheem. Accessed 22 Dec. 2024.
Previous versions and publish date:
0.2.0 (2022-03-14 12:40), 0.3.0 (2023-05-08 09:10)
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