Table 6.

Performance metrics on the HGD dataset using the MBEEGSE.

Subject/Metric	Accuracy (%)	K Value	Precision	Recall	F1 Score
S1	97.05	0.961	0.971	0.971	0.971
S2	95.14	0.935	0.952	0.953	0.952
S3	100	1	1	1	1
S4	98.80	0.984	0.988	0.988	0.988
S5	98.15	0.975	0.981	0.982	0.982
S6	99.40	0.992	0.994	0.994	0.994
S7	93.84	0.918	0.938	0.939	0.939
S8	96.75	0.957	0.968	0.971	0.969
S9	98.77	0.984	0.988	0.988	0.988
S10	92.77	0.904	0.928	0.930	0.929
S11	94.70	0.929	0.947	0.948	0.948
S12	97.49	0.967	0.975	0.975	0.975
S13	96.25	0.950	0.963	0.963	0.963
S14	87.02	0.827	0.870	0.874	0.872
Average	96.15	0.949	0.962	0.963	0.962
Std. Dev.	0.034	0.045	0.034	0.033	0.033