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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Bibliographic Details
Main Author: Passos, Dário (author)
Other Authors: Mishra, Puneet (author)
Format: article
Language:eng
Published: 2022
Subjects:
Deep learning
Spectroscopy
Chemometrics
Predictive modelling
Optimization
Online Access:http://hdl.handle.net/10400.1/18083
Country:Portugal
Oai:oai:sapientia.ualg.pt:10400.1/18083

Internet

http://hdl.handle.net/10400.1/18083

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