Blar i Institutt for IKT og realfag på forfatter "Reyes, Maranatha Consuelo"
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A Comparative Performance Analysis of Data Resampling Methods on Imbalance Medical Data
Khushi, Matloob; Shaukat, Kamran; Alam, Talha Mahboob; Hameed, Ibrahim A.; Uddin, Shahadat; Luo, Suhuai; Yang, Xiaoyan; Reyes, Maranatha Consuelo (Peer reviewed; Journal article, 2021)Medical datasets are usually imbalanced, where negative cases severely outnumber positive cases. Therefore, it is essential to deal with this data skew problem when training machine learning algorithms. This study uses two ...