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. 2022 May 31;5(3):45. doi: 10.3390/mps5030045

Table 2.

Summary of classification results of using the SVM and a stratified 5-fold cross-validation on different datasets. Values in the columns are the average value and the standard deviation (in parenthesis) of the corresponding performance metric.

Sensors Accuracy Precision Sensitivity F1-Score
IMU + Pressure 94.66 (±2.08) 95.09 (±1.91) 94.66 (±2.08) 94.64 (±2.12)
IMU 72.70 (±19.63) 79.50 (±15.17) 72.70 (±19.63) 68.86 (±24.17)
Pressure 85.26 (±5.69) 88.29 (±3.82) 85.26 (±5.69) 84.77 (±6.37)