Moderate deviation and restricted equivalence functions for measuring similarity between data

In this work we study the relation between moderate deviation functions, restricted dissimilarity functions and restricted equivalence functions. We use moderate deviation functions in order to measure the similarity or dissimilarity between a given set of data. We show an application of moderate de...

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Detalles Bibliográficos
Autores: Altalhi, A. H., Forcén Carvalho, Juan Ignacio, Pagola Barrio, Miguel, Barrenechea Tartas, Edurne, Bustince Sola, Humberto, Takáč, Zdenko
Tipo de recurso: artículo
Estado:Versión aceptada para publicación
Fecha de publicación:2019
País:España
Institución:Universidad Pública de Navarra
Repositorio:Academica-e. Repositorio Institucional de la Universidad Pública de Navarra
OAI Identifier:oai:academica-e.unavarra.es:2454/36157
Acceso en línea:https://hdl.handle.net/2454/36157
Access Level:acceso abierto
Palabra clave:Deviation
Aggregation function
Restricted equivalence function
Moderate deviation function
Penalty function
Descripción
Sumario:In this work we study the relation between moderate deviation functions, restricted dissimilarity functions and restricted equivalence functions. We use moderate deviation functions in order to measure the similarity or dissimilarity between a given set of data. We show an application of moderate deviate functions used in the same way as penalty functions to make a final decision from a score matrix in a classification problem.

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