Other packages > Find by keyword >

xgrove  

Explanation Groves
View on CRAN: Click here


Download and install xgrove package within the R console
Install from CRAN:
install.packages("xgrove")

Install from Github:
library("remotes")
install_github("cran/xgrove")

Install by package version:
library("remotes")
install_version("xgrove", "0.1-15")



Attach the package and use:
library("xgrove")
Maintained by
Gero Szepannek
[Scholar Profile | Author Map]
First Published: 2023-09-13
Latest Update: 2023-09-13
Description:
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) <doi:10.1007/s41237-023-00205-2>.
How to cite:
Gero Szepannek (2023). xgrove: Explanation Groves. R package version 0.1-15, https://cran.r-project.org/web/packages/xgrove. Accessed 03 Apr. 2025.
Previous versions and publish date:
0.1-7 (2023-09-13 11:40), 0.1-11 (2024-08-23 16:30), 0.1-12 (2024-09-15 11:40), 0.1-13 (2024-09-22 20:00)
Other packages that cited xgrove R package
View xgrove citation profile
Other R packages that xgrove depends, imports, suggests or enhances
Complete documentation for xgrove
Functions, R codes and Examples using the xgrove R package
Some associated functions: plot.sgtree . plot.xgrove . sgtree . upsilon . xgrove . 
Some associated R codes: xgrove.R .  Full xgrove package functions and examples
Downloads during the last 30 days
03/0403/0503/0603/0703/0803/0903/1003/1103/1203/1303/1403/1503/1603/1703/1803/1903/2003/2103/2203/2303/2403/2503/2603/2703/2803/2903/3003/3104/0104/02Downloads for xgrove02468101214TrendBars

Today's Hot Picks in Authors and Packages

jointDiag  
Joint Approximate Diagonalization of a Set of Square Matrices
Different algorithms to perform approximate joint diagonalization of a finite set of square matrice ...
Download / Learn more Package Citations See dependency  
RZooRoH  
Partitioning of Individual Autozygosity into Multiple Homozygous-by-Descent Classes
Functions to identify Homozygous-by-Descent (HBD) segments associated with runs of homozygosity (ROH ...
Download / Learn more Package Citations See dependency  
RPMG  
Graphical User Interface (GUI) for Interactive R Analysis Sessions
Really Poor Man's Graphical User Interface, used to create interactive R analysis sessions with simp ...
Download / Learn more Package Citations See dependency  
RI2by2  
Randomization Inference for Treatment Effects on a Binary Outcome
Computes attributable effects based confidence interval, permutation test confidence interval, or as ...
Download / Learn more Package Citations See dependency  
RobustANOVA  
Robust One-Way ANOVA Tests under Heteroscedasticity and Nonnormality
Robust tests (RW, RPB and RGF) are provided for testing the equality of several long-tailed symmetri ...
Download / Learn more Package Citations See dependency  
automl  
Deep Learning with Metaheuristic
Fits from simple regression to highly customizable deep neural networks either with gradient descen ...
Download / Learn more Package Citations See dependency  

23,990

R Packages

207,311

Dependencies

64,809

Author Associations

23,991

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA