Skip to content
mosmafs-package
Switch branches/tags
Go to file
Code

Latest commit

 

Git stats

Files

Permalink
Failed to load latest commit information.
Type
Name
Latest commit message
Commit time
R
 
 
 
 
 
 
man
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 

MOSMaFS: Multi-Objective Simultaneous Model and Feature Selection

Travis build status Coverage CRAN Status Badge CRAN Downloads

Project Status

We are on CRAN! You can also read our paper on arxiv.

Installation

It is best to install the official version from CRAN. If you want to live on the edge, you can also install the github version, using remotes:

remotes::install_github("compstat-lmu/mosmafs", ref = "mosmafs-package")

Documentation

Citation

If mosmafs is useful for your research, please cite our paper:

Binder, Martin., Moosbauer, J. et al. "Model-Agnostic Approaches to Multi-Objective Simultaneous Hyperparameter Tuning and Feature Selection." arXiv preprint arXiv:1912.12912 (2019).

BibTex:

@misc{binder2019multiobjective,
    title={Multi-Objective Hyperparameter Tuning and Feature Selection using Filter Ensembles},
    author={Martin Binder and Julia Moosbauer and Janek Thomas and Bernd Bischl},
    year={2019},
    eprint={1912.12912},
    archivePrefix={arXiv},
    primaryClass={stat.ML}
}

License

MIT License