xgrove

Explanation Groves

Compute surrogate explanation groves for predictive machine learning models and analyze complexity vs. explanatory power of an explanation according to Szepannek, G. and von Holt, B. (2023) .

xgrove

Installation

Install the development version of the package from GitHub.

remotes::install_github("https://github.com/g-rho/xgrove.git")

Reference manual

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install.packages("xgrove")

0.1-15 by Gero Szepannek, 2 years ago

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

Authors: Gero Szepannek [aut, cre]

Documentation:   PDF Manual  

GPL (>= 2) license

Imports gbm, dplyr, rpart, rpart.plot, ggplot2

Suggests pdp, randomForest

See at CRAN

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