A Novel Summarization-based Approach for Feature Reduction Enhancing Text Classification Accuracy

A Novel Summarization-based Approach for Feature Reduction Enhancing Text Classification Accuracy

Automatic summarization is the process of shortening one (in single document summarization) or multiple documents (in multi-document summarization). In this paper, a new feature selection method for the nearest neighbor classifier by summarizing the original training documents based on sentence impo...

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Bibliographic Details
Main Authors: S. Rahamat Basha, J. Keziya Rani, J. J. C. Prasad Yadav
Format: Article
Language:English
Published: D. G. Pylarinos 2019-12-01
Series:Engineering, Technology & Applied Science Research
Subjects:
summarization
dimension reduction
feature selection
feature extraction
feature clustering
text classification
Online Access:https://etasr.com/index.php/ETASR/article/view/3173

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