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Can Hyperparameter Tuning Improve the Performance of a Super Learner?: A Case Study
BACKGROUND: Super learning is an ensemble machine learning approach used increasingly as an alternative to classical prediction techniques. When implementing super learning, however, not tuning the hyperparameters of the algorithms in it may adversely affect the performance of the super learner. MET...
| Autores principales: | , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Lippincott Williams & Wilkins
2019
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6553550/ https://www.ncbi.nlm.nih.gov/pubmed/30985529 http://dx.doi.org/10.1097/EDE.0000000000001027 |