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Body weights of the thirty-four senior cats were not significantly different between the diet groups throughout the supplementation study ( P = 062) (online Supplementary Fig

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ADASYN similarly improved performance compared to Borderline-SMOTE, but was slightly less effective than SMOTE-ENN, with RF, GBoost, and KNN, maintaining high AUC (0.9580.990) and balanced metrics, while simpler models showed moderate gains