Summary
Using several ML models, (1) show that including nonfunctional sequences during training improves prediction of poor performers but not top performers.
See also
1.
Moreno-Paz S, van der Hoek R, Eliana E, Zwartjens P, Gosiewska S, Martins dos Santos VAP, et al. Machine Learning-Guided Optimization of p -Coumaric Acid Production in Yeast. ACS Synthetic Biology. 2024;13(4):1312–22. Available from: https://doi.org/10.1021/acssynbio.4c00035