mosmafs
Multi-Objective Simultaneous Model and Feature Selection
Science Score: 10.0%
This score indicates how likely this project is to be science-related based on various indicators:
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○CITATION.cff file
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○codemeta.json file
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○.zenodo.json file
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○DOI references
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✓Academic publication links
Links to: arxiv.org -
○Academic email domains
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○Institutional organization owner
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○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (8.5%) to scientific vocabulary
Repository
Multi-Objective Simultaneous Model and Feature Selection
Basic Info
- Host: GitHub
- Owner: slds-lmu
- License: other
- Language: R
- Default Branch: mosmafs-package
- Size: 124 MB
Statistics
- Stars: 8
- Watchers: 10
- Forks: 2
- Open Issues: 6
- Releases: 0
Metadata Files
README.md
MOSMaFS: Multi-Objective Simultaneous Model and Feature Selection
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:
r
remotes::install_github("slds-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
Owner
- Name: slds-lmu
- Login: slds-lmu
- Kind: organization
- Repositories: 34
- Profile: https://github.com/slds-lmu
GitHub Events
Total
Last Year
Packages
- Total packages: 1
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Total downloads:
- cran 243 last-month
- Total dependent packages: 0
- Total dependent repositories: 1
- Total versions: 4
- Total maintainers: 1
cran.r-project.org: mosmafs
Multi-Objective Simultaneous Model and Feature Selection
- Homepage: https://github.com/slds-lmu/mosmafs
- Documentation: http://cran.r-project.org/web/packages/mosmafs/mosmafs.pdf
- License: MIT + file LICENSE
- Status: removed
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Latest release: 0.1.2
published about 6 years ago
Rankings
Maintainers (1)
Dependencies
- ecr >= 2.1.0 depends
- BBmisc * imports
- MASS * imports
- ParamHelpers * imports
- checkmate >= 1.9.0 imports
- mlr * imports
- mlrCPO >= 0.3.4 imports
- parallelMap * imports
- smoof * imports
- DiceKriging * suggests
- digest * suggests
- emoa * suggests
- ggplot2 * suggests
- knitr * suggests
- magrittr * suggests
- mlrMBO * suggests
- parallel * suggests
- praznik * suggests
- randomForest * suggests
- rgenoud * suggests
- rpart * suggests
- testthat * suggests