Computing Two Heuristic Shrinkage Penalized Deep Neural Network Approach

Linear models are not always able to sufficiently capture the structure of a dataset. Sometimes, combining predictors in a non-parametric method, such as deep neural networks (DNNs), would yield a more flexible modeling of the response variables in the predictions. Furthermore, the standard statisti...

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Autors principals:	Mostafa Behzadi, Saharuddin Bin Mohamad, Mahdi Roozbeh, Rossita Mohamad Yunus, Nor Aishah Hamzah
Format:	Artigo
Idioma:	Inglês
Publicat:	MDPI AG 2025-08-01
Col·lecció:	Mathematical and Computational Applications
Matèries:	compositional high-dimensional data classification tree deep neural network GUIDE multicollinearity non-parametric method
Accés en línia:	https://www.mdpi.com/2297-8747/30/4/86
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