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. 2019 Dec 26;14(12):e0227075. doi: 10.1371/journal.pone.0227075

Table 4. Comparison of estimation accuracy between model 1a and general model.

Entire validation set (N = 197) Slow speed group (N = 42)
MAE (%) RMSE (cm/s) MAE (%) RMSE (cm/s)
General model 4.96 6.93 7.84 8.01
Model 1 4.70 6.81 6.69 7.43

Note. MAE, Mean Absolute Error; RMSE, Root Mean Square Error.

aModel 1 is an algorithm that applies a low-speed-specific regression model sequentially after speed estimation with a general regression model.