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A ROAD to Classification in High Dimensional Space

For high-dimensional classification, it is well known that naively performing the Fisher discriminant rule leads to poor results due to diverging spectra and noise accumulation. Therefore, researchers proposed independence rules to circumvent the diverging spectra, and sparse independence rules to m...

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Bibliografische gegevens
Hoofdauteurs: Fan, Jianqing, Feng, Yang, Tong, Xin
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: 2012
Onderwerpen:
Online toegang:https://ncbi.nlm.nih.gov/pmc/articles/PMC3467977/
https://ncbi.nlm.nih.gov/pubmed/23074363
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