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Improved Feature-Selection Method Considering the Imbalance Problem in Text Categorization

The filtering feature-selection algorithm is a kind of important approach to dimensionality reduction in the field of the text categorization. Most of filtering feature-selection algorithms evaluate the significance of a feature for category based on balanced dataset and do not consider the imbalanc...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: Yang, Jieming, Qu, Zhaoyang, Liu, Zhiying
Format: Artigo
Sprache:Inglês
Veröffentlicht: Hindawi Publishing Corporation 2014
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC4058251/
https://ncbi.nlm.nih.gov/pubmed/24971386
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2014/625342
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