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Prediction of polycystic ovary syndrome using machine learning models: Addressing class imbalance and high dimensionality

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Background: Polycystic ovary syndrome (PCOS) is a hormonal disorder that affects fertility and long-term health issues such as metabolic syndrome. Class imbalance is prevalent in PCOS datasets and leads to bias toward the majorit... ...