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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...

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Autori principali: Liu, Zhenqiu, Bensmail, Halima, Tan, Ming
Natura: Artigo
Lingua:Inglês
Pubblicazione: Libertas Academica 2012
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Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC3347893/
https://ncbi.nlm.nih.gov/pubmed/22577297
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.4137/EBO.S9407
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