Multi-class Text Classification using Support Vector Machines (SVMs)
My project presents the experiment conclusion of the suited of Support vector machines for multi-class text in different datasets and discusses the process of text classification with a series of novel Multi-class Support vector machines methods. It address the following points: • How to represent...
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| Format: | Conference paper |
| Language: | English |
| Published: |
2019
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| Online Access: | http://repository.vnu.edu.vn/handle/VNU_123/67100 |
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| Institution: | Vietnam National University, Hanoi |
| Language: | English |
| Summary: | My project presents the experiment conclusion of the suited of Support vector machines for multi-class text in different datasets and discusses the process of text classification with a series of novel Multi-class Support vector machines methods. It address the following points:
• How to represent text documents as feature vectors and the effect of text representation on classification result?
• How to use the binary classifiers for Multi-classification problem? And the empirical experiment on different dataset both in English and Vietnamese |
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