Indian Journal of Science and Technology
DOI: 10.17485/ijst/2014/v7i9.20
Year: 2014, Volume: 7, Issue: 9, Pages: 1355–1358
Original Article
A. Mary Posonia1* and V. L. Jyothi2
1 Department of Computer Science and Engineering, Sathyabama University, Chennai, India; soniadelicate@gmail.com
2 Department of Computer Science and Engineering, Jeppiaar Engineering College,Chennai, India
Text classification is the process of automatically sorting a set of documents into categories from a predefined set. Feature clustering is a powerful method to reduce the dimensionality of feature vectors for text classification. After pre-processing, the document can be clustered in the schema level based on the occurrence of the words relatively. Clustering process group the words based on the pattern. In proposing a feature clustering mechanism finds the pattern match with the number of relevant data present in the database.
Keywords: Feature Clustering, Feature Selection, Information Retrieval, Text Mining
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