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. 2023 Jan 31;28(3):1342. doi: 10.3390/molecules28031342
AUC Area Under the ROC Curve
BA Balanced Accuracy
CV Cross-Validation
ECFPs Extended-Connectivity Fingerprints
GC Gradient Clipping
HPs Hyperparameters
LIF Leaky Integrate-and-Fire (neuron model)
LR Learning Rate
MFs Molecular Fingerprints
ML Machine Learning
NN Neural Network (other than SNN)
QSAR Quantitative Structure–Activity Relationship
QSPR Quantitative Structure–Property Relationship
RF Random Forest
ROC Receiver Operating Characteristic
SGO Stochastic Gradient Optimizer
SMILES Simplified Molecular-Input Line-Entry System
SNN Spiking Neural Network
WD Weight Decay