Machine Learning for Imbalanced Data : Tackle Imbalanced Datasets Using Machine Learning and Deep Learning Techniques

Machine Learning for Imbalanced Data Tackle Imbalanced Datasets Using Machine Learning and Deep Learning Techniques

As machine learning practitioners, we often encounter imbalanced datasets in which one class has considerably fewer instances than the other. Many machine learning algorithms assume an equilibrium between majority and minority classes, leading to suboptimal performance on imbalanced data. This compr...

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Detalles Bibliográficos
Otros Autores: Abhishek, Kumar, author (author), Abdelaziz, Mounir, author
Formato: Libro electrónico
Idioma:Inglés
Publicado: Birmingham, England : Packt Publishing Ltd [2023]
Edición:First edition
Materias:
Machine learning.
Data sets.
Ver en Biblioteca Universitat Ramon Llull:https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009827938806719

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