Handling imbalanced dataset using SVM and k-NN approach

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Handling imbalanced dataset using SVM and k-NN approach

Data mining classification methods are affected when the data is imbalanced, that is, when one class is larger than the other class in size for the case of a two-class dependent variable. Many new methods have been developed to handle imbalanced datasets. In handling a binary classification task, Su...

وصف كامل

التفاصيل البيبلوغرافية
الحاوية / القاعدة:	AIP Conference Proceedings
المؤلف الرئيسي:	Wah Y.B.; Rahman H.A.A.; He H.; Bulgiba A.
التنسيق:	Conference paper
اللغة:	English
منشور في:	American Institute of Physics Inc. 2016
الوصول للمادة أونلاين:	https://www.scopus.com/inward/record.uri?eid=2-s2.0-84984550446&doi=10.1063%2f1.4954536&partnerID=40&md5=1831061d4fefe8f88c4cc686c646a113

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