Reproducible Pattern Recognition Research: The Case of Optimistic SSL

被引：0
作者：
Krijthe, Jesse H. [1 ,2 ]
Loog, Marco [1 ,3 ]
机构：
[1] Delft Univ Technol, Pattern Recognit Lab, Delft, Netherlands
[2] Leiden Univ, Med Ctr, Dept Mol Epidemiol, Leiden, Netherlands
[3] Univ Copenhagen, Image Sect, Copenhagen, Denmark
来源：
REPRODUCIBLE RESEARCH IN PATTERN RECOGNITION, RRPR 2016 | 2017年 / 10214卷
关键词：
Reproducibility; Pattern recognition; Semi-supervised learning;
D O I：
10.1007/978-3-319-56414-2_4
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
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.
引用
收藏
页码：48 / 59
页数：12
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