Table 5.

Performance measures using 8 s window length with different algorithms.

Algorithm	Accuracy	Sensitivity	Specificity	F-Measure	Precision
SVM	0.8095	0.8095	0.9365	0.8077	0.8087
KNN	0.8652	0.8652	0.9551	0.8638	0.8634
DT	0.8861	0.8861	0.9621	0.8856	0.8901
NB	0.8734	0.8734	0.9578	0.8719	0.8717
LR	0.7994	0.7994	0.9331	0.7932	0.8051
NN	0.8677	0.8677	0.9559	0.8658	0.8652
RF	0.8943	0.8943	0.9647	0.8938	0.8933