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Evaluation of a decided sample size in machine learning applications

BACKGROUND: An appropriate sample size is essential for obtaining a precise and reliable outcome of a study. In machine learning (ML), studies with inadequate samples suffer from overfitting of data and have a lower probability of producing true effects, while the increment in sample size increases...

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Detalles Bibliográficos
Autores principales: Rajput, Daniyal, Wang, Wei-Jen, Chen, Chun-Chuan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9926644/
https://www.ncbi.nlm.nih.gov/pubmed/36788550
http://dx.doi.org/10.1186/s12859-023-05156-9

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