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| -rw-r--r-- | gnu/packages/cran.scm | 33 |
1 files changed, 33 insertions, 0 deletions
diff --git a/gnu/packages/cran.scm b/gnu/packages/cran.scm index ab5e57c0e2..c057ae36cd 100644 --- a/gnu/packages/cran.scm +++ b/gnu/packages/cran.scm @@ -22325,3 +22325,36 @@ across a wide array of bioinformatic R packages.") and clustering large sequence datasets using fast alignment-free k-mer counting and recursive k-means partitioning.") (license license:gpl3))) + +(define-public r-shapforxgboost + (package + (name "r-shapforxgboost") + (version "0.0.4") + (source + (origin + (method url-fetch) + (uri (cran-uri "SHAPforxgboost" version)) + (sha256 + (base32 + "0k6bg27wqnkzv82bcahbapmqhiz6rvnx81m23zbjw58c7lwshgnq")))) + (properties + `((upstream-name . "SHAPforxgboost"))) + (build-system r-build-system) + (propagated-inputs + `(("r-bbmisc" ,r-bbmisc) + ("r-data-table" ,r-data-table) + ("r-ggextra" ,r-ggextra) + ("r-ggforce" ,r-ggforce) + ("r-ggplot2" ,r-ggplot2) + ("r-ggpubr" ,r-ggpubr) + ("r-rcolorbrewer" ,r-rcolorbrewer) + ("r-xgboost" ,r-xgboost))) + (home-page "https://github.com/liuyanguu/SHAPforxgboost") + (synopsis "SHAP Plots for XGBoost") + (description + "The aim of @code{SHAPforxgboost} is to aid in visual data investigations +using @dfn{SHAP} (Shapley additive explanation) visualization plots for +@code{XGBoost}. It provides summary plot, dependence plot, interaction plot, +and force plot. It relies on the @code{XGBoost} package to produce SHAP +values.") + (license license:expat))) |