Table 5. Evaluation of walking speed estimation accuracy.
Validation set (n = 197) | |||
---|---|---|---|
Model | ICC (3,1)a [95% CI] | MAE (%) | RMSE (cm/s) |
Regression models | |||
Model 1 | 0.937 [0.918 0.952] | 4.70 | 6.81 |
Human gait models | |||
Model 2 | 0.446 [-0.058 0.783] | 20.93 | 25.99 |
Model 3 | 0.585 [-0.052 0.865] | 19.47 | 22.07 |
Human gait models (Fitted) | |||
Model 4 | 0.893 [0.861 0.918] | 6.24 | 8.63 |
Model 5 | 0.920 [0.895 0.939] | 5.44 | 7.59 |
Note. ICC, Intraclass Correlation Coefficient; CI, Confidence Interval; MAE, Mean Absolute Error; RMSE, Root Mean Square Error; SD, Standard Deviation.
aIntraclass Correlation Coefficients are presented with 95% confidence interval.