Reproducible pattern recognition research
The case of optimistic SSL
Conference Paper
(2017)
Author(s)
Jesse H. Krijthe (Leiden University Medical Center, TU Delft - Pattern Recognition and Bioinformatics)
Marco Loog (TU Delft - Pattern Recognition and Bioinformatics, University of Copenhagen)
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
Pages (from-to)
48-59
Publisher
Springer
ISBN (print)
978-3-319-56413-5
ISBN (electronic)
978-3-319-56414-2
Event
Downloads counter
55
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.