Performance Evaluation of Support Vector Machine Algorithm in Object Classification Using Different Preprocessing Methods
Support Vector Machines (SVMs) are excellent tools in the field of machine learning that are well suited for classification and regression problems. However, SVM is highly sensitive to data. In recent years, many researchers have continued to use various data preprocessing methods to improve model p...
| Published in: | 2024 IEEE International Conference on Automatic Control and Intelligent Systems, I2CACIS 2024 - Proceedings |
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| Main Author: | |
| Format: | Conference paper |
| Language: | English |
| Published: |
Institute of Electrical and Electronics Engineers Inc.
2024
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| Online Access: | https://www.scopus.com/inward/record.uri?eid=2-s2.0-85203788042&doi=10.1109%2fI2CACIS61270.2024.10649625&partnerID=40&md5=a17c51bc6f5f461b88239ae8a9e57b6f |