OpenML: A collaborative science platform

• Type: Article in International Conference Proceedings Book
• Date: 2013

Authors

Van Rijn, JN (Author) Other; Bischl, B (Author) Other; Torgo, L (Author) FCUP; Gao, B (Author) Other; Umaashankar, V (Author) Other; Fischer, S (Author) Other; Winter, P (Author) Other; Wiswedel, B (Author) Other; Berthold, MR (Author) Other; Vanschoren, J (Author) Other

Conference proceedings International

Title: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Pages: 645-649

European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ECML PKDD 2013

Prague, 23 September 2013 through 27 September 2013

Indexing

ISI Web of Knowledge

Scopus - 32 Citations

Other information

Authenticus ID: P-008-FNS

DOI: 10.1007/978-3-642-40994-3_46

Abstract (EN): 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. © 2013 Springer-Verlag.

Language: English

Type (Professor's evaluation): Scientific

No. of pages: 5