Table 3.

Accuracy and F1 score between the WM fragments determined by the classifier and individual experts, 15 s, overlapping of 10 s, and N = 3.

	Metric	E1	E2	E3	E4	E5	Mean
SVM	ACC	76.88	74.92	76.39	74.54	77.29	76.00
	F1	70.52	71.25	72.42	69.79	72.54	71.30
RF	ACC	71.29	68.33	69.71	68.55	71.18	69.81
	F1	53.35	55.00	55.93	53.35	56.21	54.77
LDA	ACC	73.00	65.17	68.52	68.35	70.77	69.16
	F1	54.06	48.48	52.29	51.04	53.64	51.90