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Machine learning decision tree-based models for predicting the antibacterial activity of Lamiaceae essential oils against Staphylococcus aureus

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Essential oils (EOs) are complex mixtures of volatile specialised metabolites derived from plants with well-documented antimicrobial properties. Their antibacterial activity is influenced by the composition, concentration, and synergistic interactions of their... ...