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A Linear-RBF Multikernel SVM to Classify Big Text Corpora

Support vector machine (SVM) is a powerful technique for classification. However, SVM is not suitable for classification of large datasets or text corpora, because the training complexity of SVMs is highly dependent on the input size. Recent developments in the literature on the SVM and other kernel...

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Detalles Bibliográficos
Autores principales: Romero, R., Iglesias, E. L., Borrajo, L.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4386713/
https://www.ncbi.nlm.nih.gov/pubmed/25879039
http://dx.doi.org/10.1155/2015/878291