| MLS | Major League Soccer |
| RF | Random Forest |
| SMOTE | Synthetic Minority Oversampling |
| RUS | Random Undersampling |
| VIMP | Variable Importance |
| OR | Odds Ratios |
| AUC | Area under the receiver operating curve |
| IMU | Inertial Measurement Unit |
| IMA | Inertial Movement Analysis |
| GPS | Global Positioning System |
| COD | Change of Direction |
| MOI | Mechanism of Injury |
| EWMA | Exponential Weighted Moving Average |
| LR | Logistic Regression |
| PB | Pre Balancing |
| POB | Post Balancing |
| CW | Catapult Weekly |
| CM | Catapult Monthly |
| CSW | Catapult Strength Weekly |
| CSM | Catapult Strength Monthly |