WHO	World Health Organization
HTS	High-Throughput Screening
ACT	Artemisinin-based Combination Treatment
CQ	Chloroquine
APIs	Active Pharmaceutical Ingredients
QSAR	Quantitative Structure–Activity relationships
QSPR	Quantitative Structure–Property relationships
RFE	Recursive Feature Elimination
SMILES	Simplified Molecular-Input Line-Entry System
ANN	Artificial Neural Network
SVM	Support Vector Machine
RF	Random Forest
XGB	Extreme Gradient Boost
LR	Logistic Regression
SIDs	Substance Identifier
CIDs	Compound Identifier
InChIs	International Chemical Identifier
InChIKeys	International Chemical Identifier Keys
IUPAC	International Union of Pure and Applied Chemistry
SMO	Sequential Minimization Optimization
BLR	Binary Logistic Regression