-
The value of experimental reproducibility in modern academic research
Experimental reproducibility is the basic principle of academic research, but many published papers have unrepeatable experimental results due to incomplete parameter records and hidden operation details. How can we strictly guarantee research reproducibility in daily experiments?
Jianping Cao, Jun Shen and 85 others3 Comments-
Record every experimental parameter and operation step in detail, even the trivial ones that seem unimportant.
9 -
Open source your experimental code and dataset after publication to facilitate verification by other researchers.
8 -
Test your experiment repeatedly with different seeds and environments before submitting your paper.
6
-