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Optimizing hyper-parameters of neural networks with swarm intelligence: A novel framework for credit scoring

Neural networks are widely used in automatic credit scoring systems with high accuracy and outstanding efficiency. However, in the absence of prior knowledge, it is difficult to determine the set of hyper-parameters, which makes its application limited in practice. This paper presents a novel framew...

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Detalles Bibliográficos
Autores principales: Zhang, Runchi, Qiu, Zhiyi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7274386/
https://www.ncbi.nlm.nih.gov/pubmed/32502197
http://dx.doi.org/10.1371/journal.pone.0234254