Tuning hyperparameters of machine learning algorithms and deep neural networks using metaheuristics: A bioinformatics study on biomedical and biological cases.

Nematzadeh, Sajjad; Kiani, Farzad; Torkamanian-Afshar, Mahsa; Aydin, Nizamettin

Nematzadeh, Sajjad; Kiani, Farzad; Torkamanian-Afshar, Mahsa; Aydin, Nizamettin.

Afiliación

Nematzadeh S; Department of Computer Engineering, Faculty of Engineering and Architecture, Nisantasi University, Istanbul, Turkey; Department of Computer Engineering, Faculty of Electrical and Electronics, Yildiz Technical University, Istanbul, Turkey. Electronic address: sajjad.nematzadeh@nisantasi.edu.tr.
Kiani F; Software Engineering Department, Faculty of Engineering and Natural Sciences, Istinye University, Istanbul, Turkey.
Torkamanian-Afshar M; Department of Computer Engineering, Faculty of Engineering and Architecture, Nisantasi University, Istanbul, Turkey.
Aydin N; Department of Computer Engineering, Faculty of Electrical and Electronics, Yildiz Technical University, Istanbul, Turkey.

Comput Biol Chem ; 97: 107619, 2022 Apr.

Article en En | MEDLINE | ID: mdl-35033837

Asunto(s)

COVID-19; Biología Computacional; Algoritmos; Humanos; Aprendizaje Automático; Redes Neurales de la Computación; SARS-CoV-2

Palabras clave

Bioinformatics; Deep learning; Hyperparameters; Machine learning; Metaheuristics; Tuning

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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Contexto en salud: 4_TD Problema de salud: 4_pneumonia Asunto principal: Biología Computacional / COVID-19 Tipo de estudio: Prognostic_studies Límite: Humans Idioma: En Revista: Comput Biol Chem Asunto de la revista: BIOLOGIA / INFORMATICA MEDICA / QUIMICA Año: 2022 Tipo del documento: Article

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