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 |