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Optimal blending of multiple independent prediction models
We derive blending coefficients for the optimal blend of multiple independent prediction models with normal (Gaussian) distribution as well as the variance of the final blend. We also provide lower and upper bound estimation for the final variance and we compare these results with machine learning w...
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
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Frontiers Media S.A.
2023
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| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9998929/ https://www.ncbi.nlm.nih.gov/pubmed/36909206 http://dx.doi.org/10.3389/frai.2023.1144886 |