---
_id: '48877'
abstract:
- lang: eng
  text: OpenML is an online machine learning platform where researchers can easily
    share data, machine learning tasks and experiments as well as organize them online
    to work and collaborate more efficiently. In this paper, we present an R package
    to interface with the OpenML platform and illustrate its usage in combination
    with the machine learning R package mlr (Bischl et al. J Mach Learn Res 17(170):1—5,
    2016). We show how the OpenML package allows R users to easily search, download
    and upload data sets and machine learning tasks. Furthermore, we also show how
    to upload results of experiments, share them with others and download results
    from other users. Beyond ensuring reproducibility of results, the OpenML platform
    automates much of the drudge work, speeds up research, facilitates collaboration
    and increases the users’ visibility online.
author:
- first_name: Giuseppe
  full_name: Casalicchio, Giuseppe
  last_name: Casalicchio
- first_name: Jakob
  full_name: Bossek, Jakob
  id: '102979'
  last_name: Bossek
  orcid: 0000-0002-4121-4668
- first_name: Michel
  full_name: Lang, Michel
  last_name: Lang
- first_name: Dominik
  full_name: Kirchhoff, Dominik
  last_name: Kirchhoff
- first_name: Pascal
  full_name: Kerschke, Pascal
  last_name: Kerschke
- first_name: Benjamin
  full_name: Hofner, Benjamin
  last_name: Hofner
- first_name: Heidi
  full_name: Seibold, Heidi
  last_name: Seibold
- first_name: Joaquin
  full_name: Vanschoren, Joaquin
  last_name: Vanschoren
- first_name: Bernd
  full_name: Bischl, Bernd
  last_name: Bischl
citation:
  ama: 'Casalicchio G, Bossek J, Lang M, et al. OpenML: An R Package to Connect to
    the Machine Learning Platform OpenML. <i>Computational Statistics</i>. 2019;34(3):977–991.
    doi:<a href="https://doi.org/10.1007/s00180-017-0742-2">10.1007/s00180-017-0742-2</a>'
  apa: 'Casalicchio, G., Bossek, J., Lang, M., Kirchhoff, D., Kerschke, P., Hofner,
    B., Seibold, H., Vanschoren, J., &#38; Bischl, B. (2019). OpenML: An R Package
    to Connect to the Machine Learning Platform OpenML. <i>Computational Statistics</i>,
    <i>34</i>(3), 977–991. <a href="https://doi.org/10.1007/s00180-017-0742-2">https://doi.org/10.1007/s00180-017-0742-2</a>'
  bibtex: '@article{Casalicchio_Bossek_Lang_Kirchhoff_Kerschke_Hofner_Seibold_Vanschoren_Bischl_2019,
    title={OpenML: An R Package to Connect to the Machine Learning Platform OpenML},
    volume={34}, DOI={<a href="https://doi.org/10.1007/s00180-017-0742-2">10.1007/s00180-017-0742-2</a>},
    number={3}, journal={Computational Statistics}, author={Casalicchio, Giuseppe
    and Bossek, Jakob and Lang, Michel and Kirchhoff, Dominik and Kerschke, Pascal
    and Hofner, Benjamin and Seibold, Heidi and Vanschoren, Joaquin and Bischl, Bernd},
    year={2019}, pages={977–991} }'
  chicago: 'Casalicchio, Giuseppe, Jakob Bossek, Michel Lang, Dominik Kirchhoff, Pascal
    Kerschke, Benjamin Hofner, Heidi Seibold, Joaquin Vanschoren, and Bernd Bischl.
    “OpenML: An R Package to Connect to the Machine Learning Platform OpenML.” <i>Computational
    Statistics</i> 34, no. 3 (2019): 977–991. <a href="https://doi.org/10.1007/s00180-017-0742-2">https://doi.org/10.1007/s00180-017-0742-2</a>.'
  ieee: 'G. Casalicchio <i>et al.</i>, “OpenML: An R Package to Connect to the Machine
    Learning Platform OpenML,” <i>Computational Statistics</i>, vol. 34, no. 3, pp.
    977–991, 2019, doi: <a href="https://doi.org/10.1007/s00180-017-0742-2">10.1007/s00180-017-0742-2</a>.'
  mla: 'Casalicchio, Giuseppe, et al. “OpenML: An R Package to Connect to the Machine
    Learning Platform OpenML.” <i>Computational Statistics</i>, vol. 34, no. 3, 2019,
    pp. 977–991, doi:<a href="https://doi.org/10.1007/s00180-017-0742-2">10.1007/s00180-017-0742-2</a>.'
  short: G. Casalicchio, J. Bossek, M. Lang, D. Kirchhoff, P. Kerschke, B. Hofner,
    H. Seibold, J. Vanschoren, B. Bischl, Computational Statistics 34 (2019) 977–991.
date_created: 2023-11-14T15:58:57Z
date_updated: 2023-12-13T10:51:17Z
department:
- _id: '819'
doi: 10.1007/s00180-017-0742-2
intvolume: '        34'
issue: '3'
keyword:
- Databases
- Machine learning
- R
- Reproducible research
language:
- iso: eng
page: 977–991
publication: Computational Statistics
publication_identifier:
  issn:
  - 0943-4062
status: public
title: 'OpenML: An R Package to Connect to the Machine Learning Platform OpenML'
type: journal_article
user_id: '102979'
volume: 34
year: '2019'
...