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Calculation of exact Shapley values for explaining support vector machine models using the radial basis function kernel
Machine learning (ML) algorithms are extensively used in pharmaceutical research. Most ML models have black-box character, thus preventing the interpretation of predictions. However, rationalizing model decisions is of critical importance if predictions should aid in experimental design. Accordingly...
| Autores principales: | , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
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Nature Publishing Group UK
2023
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10638308/ https://www.ncbi.nlm.nih.gov/pubmed/37949930 http://dx.doi.org/10.1038/s41598-023-46930-2 |