Ensemble of feature sets and classification algorithms for sentiment classification

In this paper, we make a comparative study of the effectiveness of ensemble technique for sentiment classification. The ensemble framework is applied to sentiment classification tasks, with the aim of efficiently integrating different feature sets and classification algorithms to synthesize a more a...

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Bibliographic Details
Published in:	Information sciences Vol. 181; no. 6; pp. 1138 - 1152
Main Authors:	Xia, Rui, Zong, Chengqing, Li, Shoushan
Format:	Journal Article
Language:	English
Published:	Elsevier Inc 15.03.2011
Subjects:	Algorithms Bayesian analysis Classification Classifier combination Comparative study Ensemble learning Maximum entropy Sentiment classification Strategy Support vector machines Tasks Text classification Texts Classifier combination Ensemble learning Comparative study Sentiment classification Text classification
ISSN:	0020-0255, 1872-6291
Online Access:	Get full text
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