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mosmafs  

Multi-Objective Simultaneous Model and Feature Selection
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("mosmafs", "0.1.2-1")



Attach the package and use:
library("mosmafs")
Maintained by
Martin Binder
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-01-22
Latest Update: 2023-03-28
Description:
Performs simultaneous hyperparameter tuning andfeature selection through both single-objective and multi-objectiveoptimization as described in Binder Moosbauer et al. 2019 arXiv1912.12912.Uses the ecr-package as basis but adds mixed integerevolutionary strategies and multi-fidelity functionality as well as operatorsspecific for the problem of feature selection.
How to cite:
Martin Binder (2020). mosmafs: Multi-Objective Simultaneous Model and Feature Selection. R package version 0.1.2-1, https://cran.r-project.org/web/packages/mosmafs. Accessed 26 Apr. 2025.
Previous versions and publish date:
0.1.0 (2020-01-22 12:20), 0.1.1 (2020-02-19 10:10), 0.1.2-1 (2022-11-03 01:27), 0.1.2 (2020-04-05 23:40)
Other packages that cited mosmafs R package
View mosmafs citation profile
Other R packages that mosmafs depends, imports, suggests or enhances
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