Data sampling methods on imbalanced datasets for pneumonia detection in covid-19 patients

• Main Author: Dzulkefli, Syasya Farina
• Format: Thesis
• Language: English
• Published: 2022
• Subjects: TK Electrical engineering. Electronics Nuclear engineering
• Online Access: http://eprints.utm.my/id/eprint/102725/1/SyasyaFarinaDzulkefliMSKE2022.pdf; http://eprints.utm.my/id/eprint/102725/; http://dms.library.utm.my:8080/vital/access/manager/Repository/vital:149741

Data classification is one of the important aspects in the real-world decision- making support function which can be severely affected by an imbalance class distribution in the training data especially in the medical field. In medical datasets, the data are mainly had imbalanced datasets problem whi...