Other packages > Find by keyword >

modelStudio  

Interactive Studio for Explanatory Model Analysis
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("modelStudio", "3.1.2")



Attach the package and use:
library("modelStudio")
Maintained by
Hubert Baniecki
[Scholar Profile | Author Map]
First Published: 2019-09-03
Latest Update: 2023-02-20
Description:
Automate the explanatory analysis of machine learning predictive models. Generate advanced interactive model explanations in the form of a serverless HTML site with only one line of code. This tool is model-agnostic, therefore compatible with most of the black-box predictive models and frameworks. The main function computes various (instance and model-level) explanations and produces a customisable dashboard, which consists of multiple panels for plots with their short descriptions. It is possible to easily save the dashboard and share it with others. modelStudio facilitates the process of Interactive Explanatory Model Analysis introduced in Baniecki et al. (2023) .
How to cite:
Hubert Baniecki (2019). modelStudio: Interactive Studio for Explanatory Model Analysis. R package version 3.1.2, https://cran.r-project.org/web/packages/modelStudio. Accessed 06 Apr. 2025.
Previous versions and publish date:
0.1.6 (2019-09-03 10:10), 0.1.7 (2019-09-05 04:40), 0.1.9 (2019-11-03 18:00), 0.2.0 (2020-01-13 14:40), 0.2.1 (2020-01-21 12:50), 0.3.0 (2020-02-20 10:20), 1.0.0 (2020-03-12 14:20), 1.0.1 (2020-03-13 12:40), 1.0.2 (2020-04-13 09:00), 1.1.0 (2020-05-09 00:50), 1.2.0 (2020-07-15 21:00), 2.0.0 (2020-09-10 16:30), 2.1.0 (2020-11-22 21:20), 2.1.1 (2021-01-07 19:10), 2.1.2 (2021-04-20 12:00), 3.0.0 (2021-07-13 11:50), 3.1.0 (2022-03-05 23:10)
Other packages that cited modelStudio R package
View modelStudio citation profile
Other R packages that modelStudio depends, imports, suggests or enhances
Complete documentation for modelStudio
Functions, R codes and Examples using the modelStudio R package
Some associated functions: happiness_train . modelStudio . ms_merge_observations . ms_options . ms_update_observations . ms_update_options . 
Some associated R codes: data.R . modelStudio.R . ms_merge_observations.R . ms_options.R . ms_update_observations.R . ms_update_options.R . prepare.R .  Full modelStudio package functions and examples
Downloads during the last 30 days
03/0703/0803/0903/1003/1103/1203/1303/1403/1503/1603/1703/1803/1903/2003/2103/2203/2303/2403/2503/2603/2703/2803/2903/3003/3104/0104/0204/0304/0404/05Downloads for modelStudio051015202530354045TrendBars

Today's Hot Picks in Authors and Packages

chameleon  
Automatic Colors for Multi-Dimensional Data
Assign distinct colors to arbitrary multi-dimensional data, considering its structure. ...
Download / Learn more Package Citations See dependency  
bmscstan  
Bayesian Multilevel Single Case Models using 'Stan'
Analyse single case analyses against a control group. Its purpose is to provide a flexible, with go ...
Download / Learn more Package Citations See dependency  
AssocAFC  
Allele Frequency Comparison
When doing association analysis one does not always have the genotypes for the control population. ...
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  
BeviMed  
Bayesian Evaluation of Variant Involvement in Mendelian Disease
A fast integrative genetic association test for rare diseases based on a model for disease status gi ...
Download / Learn more Package Citations See dependency  
beakr  
A Minimalist Web Framework for R
A minimalist web framework for developing application programming interfaces in R that provides a f ...
Download / Learn more Package Citations See dependency  

24,012

R Packages

207,311

Dependencies

64,867

Author Associations

24,013

Publication Badges

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