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Glutathione peroxidase plays a pivotal role in warding off diseases by neutralizing reactive oxygen species that contribute to chronic conditions

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From the training set (n=4,726), we applied five machine learning algorithms based on 100 datasets derived from repeated 5-fold cross-validation, including adaptive boosting, extreme gradient boosting, light gradient boosting machine, logistic regression, and random forest classifier