Reproducible pattern recognition research
The case of optimistic SSL
Conference Paper
(2017)
Author(s)
Jesse H. Krijthe (Leiden University Medical Center, TU Delft - Electrical Engineering, Mathematics and Computer Science)
Marco Loog (TU Delft - Electrical Engineering, Mathematics and Computer Science, University of Copenhagen)
Research Group
Pattern Recognition and Bioinformatics
DOI related publication
https://doi.org/10.1007/978-3-319-56414-2_4
Final published version
To reference this document use
https://resolver.tudelft.nl/uuid:d5408204-a058-4de9-bf83-bb50bef01a85
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Publication Year
2017
Language
English
Research Group
Pattern Recognition and Bioinformatics
Pages (from-to)
48-59
Publisher
Springer
ISBN (print)
978-3-319-56413-5
ISBN (electronic)
978-3-319-56414-2
Event
1st Workshop on Reproducible Research in Pattern Recognition, RRPR 2016 (2016-12-04 - 2016-12-04), Cancun, Mexico
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Abstract
In this paper,we discuss the approacheswe took and trade-offs involved in making a paper on a conceptual topic in pattern recognition research fully reproducible. We discuss our definition of reproducibility, the tools used, how the analysis was set up, show some examples of alternative analyses the code enables and discuss our views on reproducibility.