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Increasing transparency in machine learning through bootstrap simulation and shapely additive explanations
Machine learning methods are widely used within the medical field. However, the reliability and efficacy of these models is difficult to assess, making it difficult for researchers to identify which machine-learning model to apply to their dataset. We assessed whether variance calculations of model...
| Autores principales: | , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
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Public Library of Science
2023
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| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9949629/ https://www.ncbi.nlm.nih.gov/pubmed/36821544 http://dx.doi.org/10.1371/journal.pone.0281922 |