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Interpretable Machine Learning of Amino Acid Patterns in Proteins: A Statistical Ensemble Approach
[Image: see text] Explainable and interpretable unsupervised machine learning helps one to understand the underlying structure of data. We introduce an ensemble analysis of machine learning models to consolidate their interpretation. Its application shows that restricted Boltzmann machines compress...
| Autores principales: | , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
American Chemical Society
2023
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| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10500975/ https://www.ncbi.nlm.nih.gov/pubmed/37552831 http://dx.doi.org/10.1021/acs.jctc.3c00383 |