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FASTENER Feature Selection for Inference from Earth Observation Data

In this paper, a novel feature selection algorithm for inference from high-dimensional data (FASTENER) is presented. With its multi-objective approach, the algorithm tries to maximize the accuracy of a machine learning algorithm with as few features as possible. The algorithm exploits entropy-based...

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Detalles Bibliográficos
Autores principales: Koprivec, Filip, Kenda, Klemen, Šircelj, Beno
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7712113/
https://www.ncbi.nlm.nih.gov/pubmed/33286966
http://dx.doi.org/10.3390/e22111198

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