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A New Class-Weighting Formulation for the Class Imbalance Problem: A Methodological Research

2023 · Turkiye Klinikleri Journal of Biostatistics

Objective: Many of the machine learning classification algorithms are not robust against unbalanced classes and result in poorly accurate and biased models. One way to address class imbalance is to assign weights to classes. This …