Don’t Overweight Weights: Evaluation of Weighting Strategies for Multi-Task Bioactivity Classification Models

Machine learning models predicting the bioactivity of chemical compounds belong nowadays to the standard tools of cheminformaticians and computational medicinal chemists. Multi-task and federated learning are promising machine learning approaches that allow privacy-preserving usage of large amounts...

Descripción completa

Detalles Bibliográficos
Autores principales: Humbeck, Lina, Morawietz, Tobias, Sturm, Noe, Zalewski, Adam, Harnqvist, Simon, Heyndrickx, Wouter, Holmes, Matthew, Beck, Bernd
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8620420/
https://www.ncbi.nlm.nih.gov/pubmed/34834051
http://dx.doi.org/10.3390/molecules26226959

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8620420/
https://www.ncbi.nlm.nih.gov/pubmed/34834051
http://dx.doi.org/10.3390/molecules26226959

Ejemplares similares