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3.4 ML models' performance All thirteen ML algorithms achieved substantial and consistent performance (Figure 2), demonstrating the technique's effectiveness in addressing data imbalance and improving model generalization

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Ferroptosis is also involved in oxidative stress, inflammation, and cell death in pathological and malignant conditions