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. 2024 Jun 5;24(11):3652. doi: 10.3390/s24113652

Table 3.

Regression models.

Mean Kinematics 0–20% Peak Kinematics Kinematics at Peak KAM
Model Validation
N° features selected (PCA) 8/12 8/12 8/12
Best model Gaussian Matern 5/2 GPR Gaussian Matern 5/2 GPR Gaussian Exponential GPR
RMSE (Nm/BW) 957 977 956
Model Test
RMSE (Nm/BW) 937 1.078 936
R2 0.46 0.33 0.39