| AGDS | Acoustic Gunshot Detector Systems |
| AUC | Area Under the Curve |
| CM | Confusion Matrix |
| FPR | False Positive Rate |
| IML | Interpretable Machine Learning |
| MDI | Mean Decrease in Impurity |
| MFCC | Mel-Frequency Cepstral Coefficients |
| ML | Machine Learning |
| PSD | Power Spectral Density |
| RF | Random Forest |
| ROC | Receiver Operating Characteristic |
| SHAP | SHapley Additive exPlanations |
| TP | True Positive |
| UMAP | Uniform Manifold Approximation and Projection |