AN OPTIMIZED SUPPORT VECTOR MACHINE WITH GENETIC ALGORITHM FOR IMBALANCED DATA CLASSIFICATION

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AN OPTIMIZED SUPPORT VECTOR MACHINE WITH GENETIC ALGORITHM FOR IMBALANCED DATA CLASSIFICATION

In supervised machine learning, class imbalance is commonly occurring when the number of examples that represent one class is much lower than other classes. Since an imbalance data may generate suboptimal classification models, it could lead to the minority examples are misclassified frequently and...

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Bibliographic Details
Published in:	Jurnal Teknologi
Main Author:	Shamsudin H.; Yusof U.K.; Haijie Y.; Isa I.S.
Format:	Article
Language:	English
Published:	Penerbit UTM Press 2023
Online Access:	https://www.scopus.com/inward/record.uri?eid=2-s2.0-85163709116&doi=10.11113%2fjurnalteknologi.v85.19695&partnerID=40&md5=b961262df83e604e982eb7c7fbf3cbfc

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