Performance of Regression Models as a Function of Experiment Noise
Journal article, 2021
machine learning
label noise
regression models
upper bound
experiment noise
Author
Gang Li
Chalmers, Biology and Biological Engineering, Systems and Synthetic Biology
Jan Zrimec
Chalmers, Biology and Biological Engineering, Systems and Synthetic Biology
Boyang Ji
Technical University of Denmark (DTU)
Chalmers, Biology and Biological Engineering, Systems and Synthetic Biology
Jun Geng
Chalmers, Biology and Biological Engineering, Systems and Synthetic Biology
Johan Larsbrink
Chalmers, Biology and Biological Engineering, Industrial Biotechnology
Aleksej Zelezniak
Science for Life Laboratory (SciLifeLab)
Chalmers, Biology and Biological Engineering, Systems and Synthetic Biology
Jens B Nielsen
BioInnovation Institute
Chalmers, Biology and Biological Engineering, Systems and Synthetic Biology
Technical University of Denmark (DTU)
Martin Engqvist
Chalmers, Biology and Biological Engineering, Systems and Synthetic Biology
Bioinformatics and Biology Insights
11779322 (eISSN)
Vol. 15Predictive and Accelerated Metabolic Engineering Network (PAcMEN)
European Commission (EC) (EC/H2020/722287), 2016-09-01 -- 2020-08-30.
Subject Categories
Bioinformatics (Computational Biology)
Probability Theory and Statistics
Control Engineering
DOI
10.1177/11779322211020315
PubMed
34262264