The generalization complexity measure for continuous input data

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We introduce in this work an extension for the generalization complexity measure to continuous input data. The measure, originally defined in Boolean space, quantifies the complexity of data in relationship to the prediction accuracy that can be expected when using a supervised classifier like a neu...

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Autores principales: Gómez, Iván, Cannas, Sergio Alejandro, Osenda, Omar, Jerez, José M., Franco, Leonardo
Formato: article
Lenguaje:Inglés
Publicado: 2021
Materias:
Complexity measure
Continuous input data
Acceso en línea:http://hdl.handle.net/11086/19897
http://dx.doi.org/10.1155/2014/815156
Aporte de:
Repositorio Digital Universitario (UNC) de Universidad Nacional de Córdoba

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