Machine Learning Approach to Document Classification Using Concept Based Features

Provided by: International Journal of Computer Applications
Topic: Data Management
Format: PDF
Text mining refers to the process of deriving high-quality information from text. Text processing involves in search and replace in electronic format of text. A number of approaches have been developed to represent and classify text documents. Most of the approach tries to attain good classification performance while taking a document only by words. The authors propose a concept based methodology instead of terms. It represents the meaning of text to reduce the features. Support Vector Machine (SVM) algorithm is applied for document classification.

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