TEXT CLASSIFICATION BASED ON FUZZY RADIAL BASIS FUNCTION

Authors

  • Zuhair Ali AL-Mustansiriyah University

Keywords:

s: Text classification, RBF, FRBF, Information gain, mutual information

Abstract

Automated classification of text into predefined categories has always been considered as a vital method in the
natural language processing field. In this paper new methods based on Radial Basis Function (RBF) and Fuzzy Radial Basis
Function (FRBF) are used to solve the problem of text classification, where a set of features extracted for each sentence
in the document collection these set of features introduced to FRBF and RBF to classify documents. Reuters 21578 dataset
utilized for the purpose of text classification. The results showed the effectiveness of FRBF is better than RBF.

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Author Biography

Zuhair Ali, AL-Mustansiriyah University

College of Education

Published

2019-05-01