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cheem
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]
[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.
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Other R packages that cheem depends,
imports, suggests or enhances
Complete documentation for cheem
Functions, R codes and Examples using
the cheem R package
Some associated functions: amesHousing2018 . ames_rf_pred . as_logical_index . cheem . cheem_ls . chocolates . chocolates_svm_pred . color_scale_of . contains_nonnumeric . devMessage . global_view . global_view_df_1layer . global_view_legwork . ifDev . is_discrete . is_diverging . linear_tform . logistic_tform . model_performance . penguin_xgb_pred . problem_type . proto_basis1d_distribution . radial_cheem_tour . reexports . rnorm_from . run_app . subset_cheem . sug_basis . sug_manip_var .
Some associated R codes: Full cheem package functions and examples
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