ML Anthology

OpenML: A Collaborative Science Platform

Jan N. van Rijn, Bernd Bischl, Luís Torgo, Bo Gao, Venkatesh Umaashankar, Simon Fischer, Patrick Winter, Bernd Wiswedel, Michael R. Berthold, Joaquin Vanschoren
ECML-PKDD 2013 pp. 645-649
doi:10.1007/978-3-642-40994-3_46 /ecmlpkdd/2013/vanrijn2013ecmlpkdd-openml/

Abstract

We present OpenML, a novel open science platform that provides easy access to machine learning data, software and results to encourage further study and application. It organizes all submitted results online so they can be easily found and reused, and features a web API which is being integrated in popular machine learning tools such as Weka, KNIME, RapidMiner and R packages, so that experiments can be shared easily.

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Cite

Text

van Rijn et al. "OpenML: A Collaborative Science Platform." European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2013. doi:10.1007/978-3-642-40994-3_46

Markdown

[van Rijn et al. "OpenML: A Collaborative Science Platform." European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2013.](https://mlanthology.org/ecmlpkdd/2013/vanrijn2013ecmlpkdd-openml/) doi:10.1007/978-3-642-40994-3_46

BibTeX

@inproceedings{vanrijn2013ecmlpkdd-openml,
  title     = {{OpenML: A Collaborative Science Platform}},
  author    = {van Rijn, Jan N. and Bischl, Bernd and Torgo, Luís and Gao, Bo and Umaashankar, Venkatesh and Fischer, Simon and Winter, Patrick and Wiswedel, Bernd and Berthold, Michael R. and Vanschoren, Joaquin},
  booktitle = {European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases},
  year      = {2013},
  pages     = {645-649},
  doi       = {10.1007/978-3-642-40994-3_46},
  url       = {https://mlanthology.org/ecmlpkdd/2013/vanrijn2013ecmlpkdd-openml/}
}