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Machine learning from real data: A mental health registry case study

Imbalanced datasets can impair the learning performance of many Machine Learning techniques. Nevertheless, many real-world datasets, especially in the healthcare field, are inherently imbalanced. For instance, in the medical domain, the classes representing a specific disease are typically the minor...

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Autors principals: Elisabetta Gentili, Giorgia Franchini, Riccardo Zese, Marco Alberti, Maria Ferrara, Ilaria Domenicano, Luigi Grassi
Format: Artigo
Idioma:Inglês
Publicat: Elsevier 2024-01-01
Col·lecció:Computer Methods and Programs in Biomedicine Update
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Accés en línia:http://www.sciencedirect.com/science/article/pii/S266699002300040X
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