Other packages > Find by keyword >

DALEXtra  

Extension for 'DALEX' Package
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("DALEXtra", "2.3.0")



Attach the package and use:
library("DALEXtra")
Maintained by
Szymon Maksymiuk
[Scholar Profile | Author Map]
First Published: 2019-09-19
Latest Update: 2023-05-26
Description:
Provides wrapper of various machine learning models. In applied machine learning, there is a strong belief that we need to strike a balance between interpretability and accuracy. However, in field of the interpretable machine learning, there are more and more new ideas for explaining black-box models, that are implemented in 'R'. 'DALEXtra' creates 'DALEX' Biecek (2018) explainer for many type of models including those created using 'python' 'scikit-learn' and 'keras' libraries, and 'java' 'h2o' library. Important part of the package is Champion-Challenger analysis and innovative approach to model performance across subsets of test data presented in Funnel Plot.
How to cite:
Szymon Maksymiuk (2019). DALEXtra: Extension for 'DALEX' Package. R package version 2.3.0, https://cran.r-project.org/web/packages/DALEXtra. Accessed 08 May. 2025.
Previous versions and publish date:
0.1.7 (2019-09-19 18:20), 0.1.8 (2019-09-23 21:40), 0.2.0 (2019-11-18 17:00), 0.2.1 (2020-03-29 17:00), 1.3.1 (2020-07-16 20:12), 1.3.2 (2020-07-29 01:42), 2.0 (2020-09-07 12:30), 2.1.1 (2021-05-09 09:30), 2.2.0 (2022-04-23 10:00), 2.2.1 (2022-06-14 09:30)
Other packages that cited DALEXtra R package
View DALEXtra citation profile
Other R packages that DALEXtra depends, imports, suggests or enhances
Complete documentation for DALEXtra
Downloads during the last 30 days
04/0804/0904/1004/1104/1204/1304/1404/1504/1604/1704/1804/1904/2004/2104/2204/2304/2404/2504/2604/2704/2804/2904/3005/0105/0205/0305/0405/0505/06Downloads for DALEXtra405060708090100110120TrendBars

Today's Hot Picks in Authors and Packages

MultiATSM  
Multicountry Term Structure of Interest Rates Models
Estimation routines for several classes of affine term structure of interest rates models. All the m ...
Download / Learn more Package Citations See dependency  
gaussDiff  
Difference measures for multivariate Gaussian probability density functions
A collection difference measures for multivariate Gaussian probability density functions, such as t ...
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  
trajr  
Animal Trajectory Analysis
A toolbox to assist with statistical analysis of animal trajectories. It provides simple access to a ...
Download / Learn more Package Citations See dependency  
MXM  
Feature Selection (Including Multiple Solutions) and Bayesian Networks
Many feature selection methods for a wide range of response variables, including minimal, statistica ...
Download / Learn more Package Citations See dependency  
gms  
'GAMS' Modularization Support Package
A collection of tools to create, use and maintain modularized model code written in the modeling la ...
Download / Learn more Package Citations See dependency  

24,205

R Packages

207,311

Dependencies

65,312

Author Associations

24,206

Publication Badges

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