Cargando…
Interpretation of machine learning models using shapley values: application to compound potency and multi-target activity predictions
Difficulties in interpreting machine learning (ML) models and their predictions limit the practical applicability of and confidence in ML in pharmaceutical research. There is a need for agnostic approaches aiding in the interpretation of ML models regardless of their complexity that is also applicab...
| Autores principales: | , |
|---|---|
| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Springer International Publishing
2020
|
| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7449951/ https://www.ncbi.nlm.nih.gov/pubmed/32361862 http://dx.doi.org/10.1007/s10822-020-00314-0 |