ITEM METADATA RECORD
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 http://expdb.cs.kuleuven.be. 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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