Title: A community-based platform for machine learning experimentation
Authors: Vanschoren, Joaquin ×
Blockeel, Hendrik #
Issue Date: 2009
Publisher: Springer
Host Document: Machine Learning and Knowledge Discovery in Databases, European Conference, ECML PKDD 2009, Lecture Notes In Computer Science vol:5782 pages:750-754
Conference: European Conference on Machine Learning and Knowledge Discovery in Databases location:Bled, Slovenia date:7-11 September 2009
Abstract: We demonstrate the practical uses of a community-based platform for the sharing and in-depth investigation of the thousands of machine learning experiments executed every day. It is aimed at researchers and practitioners of data mining techniques, and is publicly available at The system offers standards and API’s for sharing experimental results, extensive querying capabilities of the gathered results and allows easy integration in existing data mining toolboxes. We believe such a system may speed up scientific discovery and enhance the scientific rigor of machine learning research.
ISSN: 0302-9743
Publication status: published
KU Leuven publication type: IC
Appears in Collections:Informatics Section
× corresponding author
# (joint) last author

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