Implementation of ensemble machine learning classifiers to predict diarrhoea with SMOTEENN, SMOTE, and SMOTETomek class imbalance approaches

Author:

Mbunge Elliot1,Sibiya Maureen Nokuthula2,Takavarasha Sam3,Millham Richard C4,Chemhaka Garikayi5,Muchemwa Benhildah6,Dzinamarira Tafadzwa7

Affiliation:

1. University of Eswatini (formerly Swaziland),Faculty of Science and Engineering,Department of Computer Science

2. Mangosuthu University of Technology,Research, Innovation and Engagement,Umlazi,South Africa,4031

3. Women's University of Africa,Faculty of Management and Entrepreneurial Sciences,Harare,Zimbabwe

4. Durban University of Technology,Faculty of Accounting and Informatics,Department of Information,South Africa,4001

5. University of Eswatini,Faculty of Social Sciences,Department of Statistics and Demography,Kwaluseni,Eswatini

6. University of Eswatini (formerly Swaziland),Faculty of Science and Engineering,Department of Computer Science,Manzini,Eswatini

7. ICAP,Harare,Zimbabwe

Publisher

IEEE

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