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Efficient Feature Selection and Multiclass Classification with Integrated Instance and Model Based Learning
Multiclass classification and feature (variable) selections are commonly encountered in many biological and medical applications. However, extending binary classification approaches to multiclass problems is not trivial. Instance-based methods such as the K nearest neighbor (KNN) can naturally exten...
| Autores principales: | , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
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Libertas Academica
2012
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3347893/ https://www.ncbi.nlm.nih.gov/pubmed/22577297 http://dx.doi.org/10.4137/EBO.S9407 |