Please use this identifier to cite or link to this item: https://idr.l3.nitk.ac.in/jspui/handle/123456789/8753
Title: Performance evaluation of topic modeling algorithms for text classification
Authors: Anantharaman, A.
Jadiya, A.
Siri, C.T.S.
Adikar, Bharath, N.V.S.
Mohan, B.
Issue Date: 2019
Citation: Proceedings of the International Conference on Trends in Electronics and Informatics, ICOEI 2019, 2019, Vol.2019-April, , pp.704-708
Abstract: 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.
URI: http://idr.nitk.ac.in/jspui/handle/123456789/8753
Appears in Collections:2. Conference Papers

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