A tutorial on automatic hyperparameter tuning of deep spectral modelling for regression and classification tasks

Deep spectral modelling for regression and classification is gaining popularity in the chemometrics domain. A major topic in the deep learning (DL) modelling of spectral data is the choice and optimization of the deep neural network architecture suitable for the specific task of spectral modelling....

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Detalhes bibliográficos
Autor principal: Passos, Dário (author)
Outros Autores: Mishra, Puneet (author)
Formato: article
Idioma:eng
Publicado em: 2022
Assuntos:
Texto completo:http://hdl.handle.net/10400.1/18083
País:Portugal
Oai:oai:sapientia.ualg.pt:10400.1/18083