Capítulo de Libro
Wrapper for Ranking Feature Selection
Autor/es | Ruiz Sánchez, Roberto
Aguilar Ruiz, Jesús Salvador Riquelme Santos, José Cristóbal |
Departamento | Universidad de Sevilla. Departamento de Lenguajes y Sistemas Informáticos |
Fecha de publicación | 2004 |
Fecha de depósito | 2016-04-07 |
Publicado en |
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Resumen | We propose a new feature selection criterion not based on calculated measures between attributes, or complex and costly distance calculations. Applying a wrapper to the output of a new attribute ranking method, we obtain ... We propose a new feature selection criterion not based on calculated measures between attributes, or complex and costly distance calculations. Applying a wrapper to the output of a new attribute ranking method, we obtain a minimum subset with the same error rate as the original data. The experiments were compared to two other algorithms with the same results, but with a very short computation time. |
Identificador del proyecto | TIC2001-1143-C03-02 |
Ficheros | Tamaño | Formato | Ver | Descripción |
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Wrapper.pdf | 139.7Kb | [PDF] | Ver/ | |