An experimental features selection approach in a multiclass classifier

Autor: Reig Bolaño, Ramon, Martí i Puig, Pere
Přispěvatelé: Universitat de Vic. Escola Politècnica Superior, Universitat de Vic. Grup de Recerca en Tecnologies Digitals
Rok vydání: 2013
Předmět:
Zdroj: RIUVic. Repositorio Institucional de la Universidad de Vic
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Popis: This paper focuses on an experimental feature selection for the images of otoliths in order to validate their effectiveness in a multiclass classifier used to resolve an automatic otolith identification process. Otoliths are calcareus structures found in the inner ear of fishes and are used to identifie species, populations, age and can be used in other ecological studies. The most relevant result confirms the importance of high order EFD coefficients to discriminate close shape specimens or populations.
Databáze: OpenAIRE