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Genetic analysis of coronary artery disease using tree-based automated machine learning informed by biology-based feature selection
Machine Learning (ML) approaches are increasingly being used in biomedical applications. Important challenges of ML include choosing the right algorithm and tuning the parameters for optimal performance. Automated ML (AutoML) methods, such as Tree-based Pipeline Optimization Tool (TPOT), have been d...
| Autores principales: | , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
2022
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9291719/ https://www.ncbi.nlm.nih.gov/pubmed/34310318 http://dx.doi.org/10.1109/TCBB.2021.3099068 |