Reproducible pattern recognition research
The case of optimistic SSL
Conference Paper
(2017)
Author(s)
J.H. Krijthe (TU Delft - Pattern Recognition and Bioinformatics, Leiden University Medical Center)
M Loog (University of Copenhagen, TU Delft - Pattern Recognition and Bioinformatics)
Research Group
Pattern Recognition and Bioinformatics
DOI related publication
https://doi.org/10.1007/978-3-319-56414-2_4
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
ISBN (print)
978-3-319-56413-5
ISBN (electronic)
978-3-319-56414-2
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.
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