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. 2024 Nov 18;24(22):7351. doi: 10.3390/s24227351

Table 5.

Accuracy comparison with data fusion.

Data	Activity	Accuracy	Precision	Recall	F-Score
3D acceleration	Boning	0.8362 ± 0.0011	0.8516 ± 0.0048	0.8362 ± 0.0011	0.8032 ± 0.0101
3D acceleration	Slicing	0.596 ± 0.0397	0.69 ± 0.0346	0.596 ± 0.0397	0.5188 ± 0.0604
Magnitude	Boning	0.8682 ± 0.0031	0.8651 ± 0.0056	0.8682 ± 0.0031	0.8531 ± 0.0087
Magnitude	Slicing	0.6213 ± 0.0225	0.6854 ± 0.0082	0.6213 ± 0.0225	0.566 ± 0.0356
Pitch and roll	Boning	0.9979 ± 0.0005	0.998 ± 0.0004	0.9979 ± 0.0005	0.9979 ± 0.0005
Pitch and roll	Slicing	0.9961 ± 0.0001	0.9962 ± 0.0001	0.9961 ± 0.0001	0.9961 ± 0.0001
3D Acceleration, magnitude, pitch and roll	Boning	0.9982 ± 0.0002	0.9982 ± 0.0002	0.9982 ± 0.0002	0.9982 ± 0.0002
3D Acceleration, magnitude, pitch and roll	Slicing	0.9963 ± 0.0001	0.9964 ± 0.0000	0.9963 ± 0.0001	0.9963 ± 0.0001
3D Acceleration, magnitude, pitch and roll, centre of mass	Boning	0.9978 ± 0.0006	0.9978 ± 0.0006	0.9978 ± 0.0006	0.9978 ± 0.0006
3D Acceleration, magnitude, pitch and roll, centre of mass	Slicing	0.9962 ± 0.0009	0.9962 ± 0.0009	0.9962 ± 0.0009	0.9962 ± 0.0009