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