DPPH	2,2-Diphenyl-1-Picrylhydrazyl
ROS	Reactive Oxygen Species
SAR	Structure–Activity Relationship
IP	Ionization Potential
NNs	Neural Networks
DMSO	Dimethyl Sulfoxide
Trolox	6-Hydroxy-2,5,7,8-Tetramethyl-3,4-Dihydrochromene-2-Carboxylic Acid
TEAC	Trolox Equivalent Antioxidant Capacity
E_HOMO	Highest Occupied Molecular Orbital Energy
E_LUMO	Lowest Unoccupied Molecular Orbital Energy
MMFF	Merck Molecular Force Field
TPE	Tree-Structured Parzen Estimator
LOOCV	Leave-One-Out Cross-Validation
MCC	Matthews Correlation Coefficient
SHAP	Shapley’s Additive Explanation
SVM	Support Vector Machine
RMSE	Root Mean Squared Error