Cargando…
Studying and mitigating the effects of data drifts on ML model performance at the example of chemical toxicity data
Machine learning models are widely applied to predict molecular properties or the biological activity of small molecules on a specific protein. Models can be integrated in a conformal prediction (CP) framework which adds a calibration step to estimate the confidence of the predictions. CP models pre...
| Autores principales: | , , , , , , |
|---|---|
| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Nature Publishing Group UK
2022
|
| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9068909/ https://www.ncbi.nlm.nih.gov/pubmed/35508546 http://dx.doi.org/10.1038/s41598-022-09309-3 |