Elderly People Activity Recognition in Smart Grid Monitoring Environment

Table 3

Comparison of classification metrics for different models.

Model	Training			Testing
	Precision	Recall	F1 score	Precision	Recall	F1 score
BAG-DC	0.975	0.972	0.973	0.949	0.943	0.946
BAG-Lr	0.947	0.941	0.944	0.947	0.941	0.944
BAG-RF	0.986	0.982	0.984	0.970	0.967	0.969
SC-DC	0.975	0.973	0.974	0.951	0.963	0.957
SC-Lr	0.995	0.995	0.995	0.990	0.980	0.985
SC-RF	0.999	0.996	0.999	0.999	0.999	0.999