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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Principais autores:	Mostafa Behzadi, Saharuddin Bin Mohamad, Mahdi Roozbeh, Rossita Mohamad Yunus, Nor Aishah Hamzah
格式:	Artigo
語言:	Inglês
出版:	MDPI AG 2025-08-01
叢編:	Mathematical and Computational Applications
主題:	compositional high-dimensional data classification tree deep neural network GUIDE multicollinearity non-parametric method
在線閱讀:	https://www.mdpi.com/2297-8747/30/4/86
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