Other packages > Find by keyword >

triplot  

Explaining Correlated Features in Machine Learning Models
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("triplot", "1.3.0")



Attach the package and use:
library("triplot")
Maintained by
Katarzyna Pekala
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-06-09
Latest Update: 2020-07-13
Description:
Tools for exploring effects of correlated features in predictive models. The predict_triplot() function delivers instance-level explanations that calculate the importance of the groups of explanatory variables. The model_triplot() function delivers data-level explanations. The generic plot function visualises in a concise way importance of hierarchical groups of predictors. All of the the tools are model agnostic, therefore works for any predictive machine learning models. Find more details in Biecek (2018) <doi:10.48550/arXiv.1806.08915>.
How to cite:
Katarzyna Pekala (2020). triplot: Explaining Correlated Features in Machine Learning Models. R package version 1.3.0, https://cran.r-project.org/web/packages/triplot. Accessed 18 Sep. 2026.
Previous versions and publish date:
(2026-07-09 07:15), 1.2.0 (2020-06-09 14:40), 1.3.0 (2020-07-13 19:00)
Other packages that cited triplot R package
View triplot citation profile
Other R packages that triplot depends, imports, suggests or enhances
Complete documentation for triplot
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

eyelinker  
Import ASC Files from EyeLink Eye Trackers
Imports plain-text ASC data files from EyeLink eye trackers into (relatively) tidy data frames for ...
Download / Learn more Package Citations See dependency  
data360r  
Wrapper for 'TCdata360' and 'Govdata360' API
Makes it easy to engage with the Application Program Interface (API) of the 'TCdata360' and 'Govdat ...
Download / Learn more Package Citations See dependency  
downlit  
Syntax Highlighting and Automatic Linking
Syntax highlighting of R code, specifically designed for the needs of 'RMarkdown' packages like 'pk ...
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  
injectoR  
R Dependency Injection
R dependency injection framework. Dependency injection allows a program design to follow the depend ...
Download / Learn more Package Citations See dependency  
hmeasure  
The H-Measure and Other Scalar Classification Performance Metrics
Classification performance metrics that are derived from the ROC curve of a classifier. The package ...
Download / Learn more Package Citations See dependency  

28,565

R Packages

239,283

Dependencies

75,677

Author Associations

28,566

Publication Badges

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