Other packages > Find by keyword >

EEML  

Ensemble Explainable Machine Learning Models
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("EEML", "0.1.1")



Attach the package and use:
library("EEML")
Maintained by
Dr. Ranjit Kumar Paul
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2024-07-14
Latest Update: 2024-08-01
Description:
We introduced a novel ensemble-based explainable machine learning model using Model Confidence Set (MCS) and two stage Technique for Order of Preference by Similarity to Ideal Solution (TOPSIS) algorithm. The model combined the predictive capabilities of different machine-learning models and integrates the interpretability of explainability methods. To develop the proposed algorithm, a two-stage Technique for Order of Preference by Similarity to Ideal Solution (TOPSIS) framework was employed. The package has been developed using the algorithm of Paul et al. <doi:10.1007/s40009-023-01218-x> and Yeasin and Paul (2024) <doi:10.1007/s11227-023-05542-3>.
How to cite:
Dr. Ranjit Kumar Paul (2024). EEML: Ensemble Explainable Machine Learning Models. R package version 0.1.1, https://cran.r-project.org/web/packages/EEML. Accessed 10 Mar. 2026.
Previous versions and publish date:
0.1.0 (2024-07-14 14:50)
Other packages that cited EEML R package
View EEML citation profile
Other R packages that EEML depends, imports, suggests or enhances
Complete documentation for EEML
Functions, R codes and Examples using the EEML R package
Full EEML package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

gena  
Genetic Algorithm and Particle Swarm Optimization
Implements genetic algorithm and particle swarm algorithm for real-valued functions. Various modific ...
Download / Learn more Package Citations See dependency  
plyr  
Tools for Splitting, Applying and Combining Data
A set of tools that solves a common set of problems: you need to break a big problem down into mana ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
envirem  
Generation of ENVIREM Variables
Generation of bioclimatic rasters that are complementary to the typical 19 bioclim variables. ...
Download / Learn more Package Citations See dependency  

26,293

R Packages

225,784

Dependencies

70,376

Author Associations

26,294

Publication Badges

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