Table 5 LMT + TSVC GPR performance by gait phase
Data Set | Gait Phase | Sensitivity | Specificity | Precision | F-score | MCC |
|---|---|---|---|---|---|---|
Training | Loading Response | 0.98 | 0.99 | 0.97 | 0.98 | 0.97 |
Push-Off | 0.96 | 0.99 | 0.94 | 0.95 | 0.94 | |
Swing | 0.91 | 0.99 | 0.97 | 0.94 | 0.93 | |
Terminal Swing | 0.99 | 0.99 | 0.99 | 0.99 | 0.98 | |
Validation | Loading Response | 0.99 | 0.99 | 0.99 | 0.99 | 0.99 |
Push-Off | 0.98 | 0.98 | 0.90 | 0.94 | 0.93 | |
Swing | 0.87 | 0.99 | 0.95 | 0.91 | 0.90 | |
Terminal Swing | 0.97 | 0.99 | 0.99 | 0.98 | 0.98 |