Performance Evaluation of Support Vector Machine Algorithm in Object Classification Using Different Preprocessing Methods

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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...

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Bibliographic Details
Published in:	2024 IEEE International Conference on Automatic Control and Intelligent Systems, I2CACIS 2024 - Proceedings
Main Author:	Zhipeng X.; Aziz M.A.A.; Razak N.A.
Format:	Conference paper
Language:	English
Published:	Institute of Electrical and Electronics Engineers Inc. 2024
Online Access:	https://www.scopus.com/inward/record.uri?eid=2-s2.0-85203788042&doi=10.1109%2fI2CACIS61270.2024.10649625&partnerID=40&md5=a17c51bc6f5f461b88239ae8a9e57b6f

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