Analysis of Kernel Matrices via the von Neumann Entropy and Its Relation to RVM Performances

Kernel methods have played a major role in the last two decades in the modeling and visualization of complex problems in data science. The choice of kernel function remains an open research area and the reasons why some kernels perform better than others are not yet understood. Moreover, the high co...

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Bibliographic Details
Main Authors: Lluís A. Belanche-Muñoz, Małgorzata Wiejacha
Format: Article
Language:English
Published: MDPI AG 2023-01-01
Series:Entropy
Subjects:
Online Access:https://www.mdpi.com/1099-4300/25/1/154