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Capítulo de Libro
NLC: A Measure Based on Projections
dc.creator | Ruiz Sánchez, Roberto | es |
dc.creator | Riquelme Santos, José Cristóbal | es |
dc.creator | Aguilar Ruiz, Jesús Salvador | es |
dc.date.accessioned | 2016-04-01T09:59:20Z | |
dc.date.available | 2016-04-01T09:59:20Z | |
dc.date.issued | 2003 | |
dc.identifier.uri | http://hdl.handle.net/11441/39327 | |
dc.description.abstract | In this paper, we propose a new feature selection criterion. It is based on the projections of data set elements onto each attribute. The main advantages are its speed and simplicity in the evaluation of the attributes. The measure allows features to be sorted in ascending order of importance in the definition of the class. In order to test the relevance of the new feature selection measure, we compare the results induced by several classifiers before and after applying the feature selection algorithms. | es |
dc.format | application/pdf | es |
dc.language.iso | eng | es |
dc.relation.ispartof | Database and Expert Systems Applications, Lecture Notes in Computer Science, Volume 2736, pp 907-916 (2003) | es |
dc.rights | Attribution-NonCommercial-NoDerivatives 4.0 Internacional | * |
dc.rights.uri | http://creativecommons.org/licenses/by-nc-nd/4.0/ | * |
dc.subject | Data Structures | es |
dc.subject | Cryptology and Information Theory | es |
dc.subject | Artificial Intelligence (incl. Robotics) | es |
dc.subject | Database Management | es |
dc.subject | Information Storage and Retrieval | es |
dc.subject | Information Systems Applications (incl. Internet) | es |
dc.subject | Multimedia Information Systems | es |
dc.title | NLC: A Measure Based on Projections | es |
dc.type | info:eu-repo/semantics/bookPart | es |
dcterms.identifier | https://ror.org/03yxnpp24 | |
dc.type.version | info:eu-repo/semantics/publishedVersion | es |
dc.rights.accessRights | info:eu-repo/semantics/openAccess | es |
dc.contributor.affiliation | Universidad de Sevilla. Departamento de Lenguajes y Sistemas Informáticos | es |
dc.contributor.affiliation | Universidad de Sevilla. Departamento de Lenguajes y Sistemas Informáticos | es |
dc.identifier.doi | http://dx.doi.org/10.1007/978-3-540-45227-0_88 | es |
dc.identifier.idus | https://idus.us.es/xmlui/handle/11441/39327 |