Cargando…
Evaluating High-Variance Leaves as Uncertainty Measure for Random Forest Regression
Uncertainty measures estimate the reliability of a predictive model. Especially in the field of molecular property prediction as part of drug design, model reliability is crucial. Besides other techniques, Random Forests have a long tradition in machine learning related to chemoinformatics and are w...
| Autores principales: | , |
|---|---|
| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
MDPI
2021
|
| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8588039/ https://www.ncbi.nlm.nih.gov/pubmed/34770921 http://dx.doi.org/10.3390/molecules26216514 |