Class imbalance and its impact on predictive models for binary classification of disease: a comparative analysis

Author:

Mustapha Mubarak Taiwo,Ozsahin Dilber Uzun

Publisher

Elsevier

Reference18 articles.

1. Breast Cancer Wisconsin (Diagnostic) Data Set. UCI Machine Learning Repository: Breast Cancer wisconsin (diagnostic) data set. (2023).

2. Gosain, A., & Sardana, S. (2017). International Conference on Advances in Computing, Communications and Informatics, ICACCI 2017. https://doi.org/10.1109/ICACCI.2017.8125820. 9781509063673, 79–85. Institute of Electrical and Electronics Engineers Inc. India Handling class imbalance problem using oversampling techniques: A review 2017.

3. Breast Cancer Wisconsin (Diagnostic). (2023). UCI Machine Learning Repository. Available from https://archive.ics.uci.edu/ml/datasets/breast+cancer+wisconsin+(diagnostic).

4. Severely imbalanced Big Data challenges: Investigating data sampling approaches;Hasanin;Journal of Big Data,2019

5. Janosi, A., Steinbrunn, W., Pfisterer, M., & Detrano, R. (1988). Heart disease data set. https://archive.ics.uci.edu/mL/datasets/heart+disease.

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