Reproducible pattern recognition research

The case of optimistic SSL

Conference paper (2017)

Authors

J.H. Krijthe Pattern Recognition and Bioinformatics - EEMCS , Leiden University Medical Center
M. Loog Pattern Recognition and Bioinformatics - EEMCS , University of Copenhagen
Research Group
Pattern Recognition and Bioinformatics (EEMCS) (TU Delft)
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Published Date

2017

Language

English

Reuse Rights

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Faculty

Electrical Engineering, Mathematics and Computer Science

Department

Intelligent Systems

Research Group

Pattern Recognition and Bioinformatics

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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