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Paper Id: IJCIRAS1612
Title: CLASSIFICATION SYSTEM USING HYBRID OF COMPARISON METHODS
Published in: International Journal Of Creative and Innovative Research In All Studies
Publisher: IJCIRAS
ISSN: 2581-5334
Volume / Issue: Volume 3 Issue 1
Pages: 6
Published On: 6/10/2020 9:51:56 PM      (MM/dd/yyyy)
Main Author Details
Name: Thiri kyaw
Institute: Mandalay Technological University, Myanmar
Co - Author Details
Author Name Author Institute
Zin Mar Htun Mandalay Technological University, Myanmar
Khaing Thanda Swe Mandalay Technological University, Myanmar
Abstract
Research Area: Computer Science & Engineering
KeyWord: Cross-validation, Score and Python
Abstract: When the genre of the book is classified, it is a tedious task to manually read the entire book. Automated book classification uses text based comparison of book summaries to examine whether word similarity is a feasible method to identify the genre of the book. Knowing the genre means, the possible content of the book can be guessed and easier to decide if we like it or not. Automated book classification can automatically generate genre labels for the book. This system focuses on bag of words approach, score comparison method and percentage comparison method to classify genres. Evaluation is done in terms of recall and precision values. Cross-validation and sanity check are tested. The experimental results of the proposed system are over 80% for both precision and recall values. The proposed system is implemented with Python Programming.
Citations
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IEEE
Thiri kyaw, Zin Mar Htun, Khaing Thanda Swe, "Classification System using Hybrid of Comparison Methods ", International Journal Of Creative and Innovative Research In All Studies, vol. 3, no. 1, pp. 36-41, 2020.
MLA Thiri kyaw, Zin Mar Htun, Khaing Thanda Swe "Classification System using Hybrid of Comparison Methods ." International Journal Of Creative and Innovative Research In All Studies, vol 3, no. 1, 2020, pp. 36-41.
APA Thiri kyaw, Zin Mar Htun, Khaing Thanda Swe (2020). Classification System using Hybrid of Comparison Methods . International Journal Of Creative and Innovative Research In All Studies, 3(1), 36-41.
Classification System using Hybrid of Comparison Methods
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