Hate speech detection in Vietnamese on social network sites
This research recommend two types of model: SVM, and XGBoost. The results show that accuracy score of XGBoost is better than SVM (93.72% and 91.37% respectively). Therefore, this research recommend XGBoost is better model.
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| 格式: | Final Year Project |
| 語言: | English |
| 出版: |
H. : ĐHQGHN
2020
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| 在線閱讀: | http://repository.vnu.edu.vn/handle/VNU_123/97898 |
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oai:112.137.131.14:VNU_123-978982020-11-19T04:16:19Z Hate speech detection in Vietnamese on social network sites Le, Ngoc Nhung Tran, Thi Oanh ĐHQGHN - Khoa Quốc tế Hate speech Classification Natural language processing SVM XGBoost This research recommend two types of model: SVM, and XGBoost. The results show that accuracy score of XGBoost is better than SVM (93.72% and 91.37% respectively). Therefore, this research recommend XGBoost is better model. 2020-11-19T04:16:19Z 2020-11-19T04:16:19Z 2019 Final Year Project (FYP) http://repository.vnu.edu.vn/handle/VNU_123/97898 en 66 p. application/pdf H. : ĐHQGHN |
| institution |
Vietnam National University, Hanoi |
| building |
VNU Library & Information Center |
| continent |
Asia |
| country |
Vietnam Vietnam |
| content_provider |
VNU Library and Information Center |
| collection |
VNU Digital Repository |
| language |
English |
| topic |
Hate speech Classification Natural language processing SVM XGBoost |
| spellingShingle |
Hate speech Classification Natural language processing SVM XGBoost Le, Ngoc Nhung Hate speech detection in Vietnamese on social network sites |
| description |
This research recommend two types of model: SVM, and XGBoost. The results show that accuracy score of XGBoost is better than SVM (93.72% and 91.37% respectively). Therefore, this research recommend XGBoost is better model. |
| author2 |
Tran, Thi Oanh |
| author_facet |
Tran, Thi Oanh Le, Ngoc Nhung |
| format |
Final Year Project |
| author |
Le, Ngoc Nhung |
| author_sort |
Le, Ngoc Nhung |
| title |
Hate speech detection in Vietnamese on social network sites |
| title_short |
Hate speech detection in Vietnamese on social network sites |
| title_full |
Hate speech detection in Vietnamese on social network sites |
| title_fullStr |
Hate speech detection in Vietnamese on social network sites |
| title_full_unstemmed |
Hate speech detection in Vietnamese on social network sites |
| title_sort |
hate speech detection in vietnamese on social network sites |
| publisher |
H. : ĐHQGHN |
| publishDate |
2020 |
| url |
http://repository.vnu.edu.vn/handle/VNU_123/97898 |
| _version_ |
1684667340830015488 |