Other packages > Find by keyword >

qshap  

Fast Calculation of Feature Contributions in Boosting Trees
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("qshap", "1.0")



Attach the package and use:
library("qshap")
Maintained by
Zhongli Jiang
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-03-16
Latest Update: 2026-03-16
Description:
Computes feature-specific R-squared (R2) contributions for boosting tree models using a Shapley-value-based decomposition of the total R-squared in polynomial time. Supports models fitted with 'XGBoost' and 'LightGBM', and provides efficient parallel implementations suitable for large-scale problems. Multiple visualization tools are included for interpreting and communicating feature contributions. The methodology is described in Jiang, Zhang, and Zhang (2025) <doi:10.48550/arXiv.2407.03515>.
How to cite:
Zhongli Jiang (2026). qshap: Fast Calculation of Feature Contributions in Boosting Trees. R package version 1.0, https://cran.r-project.org/web/packages/qshap. Accessed 12 Sep. 2026.
Previous versions and publish date:
(2026-08-23 11:10), 1.0.1 (2026-05-04 09:00), 1.0 (2026-03-16 17:00)
Other packages that cited qshap R package
View qshap citation profile
Other R packages that qshap depends, imports, suggests or enhances
Complete documentation for qshap
Functions, R codes and Examples using the qshap R package
Full qshap package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

mixl  
Simulated Maximum Likelihood Estimation of Mixed Logit Models for Large Datasets
Specification and estimation of multinomial logit models. Large datasets and complex models are su ...
Download / Learn more Package Citations See dependency  
qdapTools  
Tools for the 'qdap' Package
A collection of tools associated with the 'qdap' package that may be useful outside of the context ...
Download / Learn more Package Citations See dependency  
unikn  
Graphical Elements of the University of Konstanz's Corporate Design
Define and use graphical elements of corporate design manuals in R. The 'unikn' package provides col ...
Download / Learn more Package Citations See dependency  
NScluster  
Simulation and Estimation of the Neyman-Scott Type Spatial Cluster Models
Simulation and estimation for Neyman-Scott spatial cluster point process models and their extension ...
Download / Learn more Package Citations See dependency  
electionsBR  
R Functions to Download and Clean Brazilian Electoral Data
Offers a set of functions to easily download and clean Brazilian electoral data from the Superior E ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  

28,480

R Packages

239,283

Dependencies

75,677

Author Associations

28,481

Publication Badges

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