AUC	Area under receiver operating characteristic curve
ANN	Artificial neural network
CD93	Cluster of differentiation 93
CIGIN 2	Chemically interpretable graph interaction network version 2
CORREL	Correlation coefficient
COVAR	Covariance coefficient
CNN	Convolutional neural network
CTSL	Cathespin L
DELFOS	Deep learning model for solvation-free energies in generic organic solvents
DL	Deep learning
ET	Extra tree regressor
GS	Grid search
KNN	k-nearest neighbours
MAE	Mean absolute error
MAPE	Mean absolute percentage error
MAX	Maximum
MIN	Minimum
MLP	Multilayer perceptron
MP	Molecular properties
$pI{C}_{50}$	Negative log of $I{C}_{50}$ expressed in molars
$R^2$	Coefficient of determination
RF	Random forest
RMSE	Root mean square error
STD	Standard deviation
SMILES	Simplified molecular-input line-entry system
SVM	Support vector machine
XGBoost	Gradient boosted trees