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In this study, we benchmarked various feature representations, including functional group (FG) fingerprints, classical molecular descriptors (MD), and Morgan structural fingerprints across diverse ML algorithms such as Random Forest (RF), XGBoost (XGB), and LightGBM (LGBM)

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Without the preservative, every needle puncture introduces bacteria into the vial with no defense