OpenML: A Collaborative Science Platform
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.
KeywordsExperimental Methodology Machine Learning Databases Meta-Learning
- 1.Hand, D.: Classifier technology and the illusion of progress. Statistical Science (January 2006)Google Scholar
- 3.Nielsen, M.A.: The future of science: Building a better collective memory. APS Physics 17(10) (2008)Google Scholar
- 5.Vanschoren, J., Blockeel, H., Pfahringer, B., Holmes, G.: Experiment databases. A new way to share, organize and learn from experiments. Machine Learning 87(2), 127–158 (2012), https://lirias.kuleuven.be/handle/123456789/297378 MathSciNetCrossRefzbMATHGoogle Scholar