Blar i Institutt for IKT og realfag på forfatter "Khushi, Matloob"
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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 ... -
An Investigation of Credit Card Default Prediction in the Imbalanced Datasets
Alam, Talha M.; Shaukat, Kamran; Hameed, Ibrahim A.; Luo, Suhuai; Sarwar, Muhammad U.; Shabir, Shakir; Li, Jiaming; Khushi, Matloob (Peer reviewed; Journal article, 2020)Financial threats are displaying a trend about the credit risk of commercial banks as the incredible improvement in the financial industry has arisen. In this way, one of the biggest threats faces by commercial banks is ...