Browsing by Author "Sai Siri Chandana, C.T.S."

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    Performance evaluation of topic modeling algorithms for text classification
    (Institute of Electrical and Electronics Engineers Inc., 2019) Anantharaman, A.; Jadiya, A.; Sai Siri Chandana, C.T.S.; Adikar Bharath, N.V.S.; Mohan, B.R.
    Text Classification is a paramount task in natural language processing. Topic modeling algorithms have been used with a lot of success for text classification. We evaluate different topic modeling algorithms for two tasks: (1) Short text or sentence classification and (2) Large text or document classification. We give an extensive performance evaluation with the help of a wide range of performance metrics for three topic modeling algorithms on both of these tasks using three publicly available datasets. ©2019 IEEE.