Improving Accuracy of Imbalanced Clinical Data Classification Using Synthetic Minority Over-Sampling Technique

Imbalanced datasets typically occur in many real applications. Resampling is one of the effective solutions due to producing a balanced class distribution. Synthetic Minority Over-sampling technique (SMOTE), an over-sampling technique is used in this study for dealing the imbalanced dataset by add...

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Bibliographic Details

Main Authors:	Mumtazimah, Mohamad, Mohd, F, Abdul Jalil, M, Noora, N.M.M, Ismail, S, Yahya, W.F.F
Format:	Conference or Workshop Item
Language:	en
Published:	2019
Subjects:	QA76 Computer software TA Engineering (General). Civil engineering (General) ZA4050 Electronic information resources
Online Access:	http://eprints.unisza.edu.my/1819/1/FH03-FIK-20-39681.pdf http://eprints.unisza.edu.my/1819/
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