Sector-Adjusted Points Plot for Feature Dominance

Visualizes feature influence by projecting data into 2D via PCA and adjusting points toward sector centers weighted by importances. Supports linear models and optionally tree-based models via SHAP values from the 'fastshap' package. For tree-based models, please install 'fastshap' manually from the CRAN archive: < https://cran.r-project.org/src/contrib/Archive/fastshap/>.


Reference manual

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install.packages("sappviz")

1.0.16 by Mohamed Amine FARES, 2 months ago


< https://github.com/FaresAminu/sappviz>


Report a bug at https://github.com/FaresAminu/sappviz/issues


Browse source code at https://github.com/cran/sappviz


Authors: Mohamed Amine FARES [aut, cre]


Documentation:   PDF Manual  


MIT + file LICENSE license


Imports ggplot2, ggrepel, stats

Suggests testthat, knitr, rmarkdown, randomForest, MASS, fastshap


See at CRAN