Table 1.

Performance metrics as assessed by comparison of level 3 automated cluster annotation to manual annotations averaged over all 4 days for each subject.

	Acc	F1	Spc	Sen/Rec	Prc
MOVEMENT
Subject 1	62.12	0.50	76.51	46.75	58.57
Subject 2	49.37	0.53	80.13	40.68	84.07
Subject 3	58.37	0.47	57.06	54.05	42.33
Subject 4	58.78	0.61	50.53	66.67	56.55
Subject 5	60.88	0.46	68.78	47.69	47.16
Subject 6	59.57	0.61	70.20	59.71	75.07
SPEECH
Subject 1	52.35	0.31	56.89	35.68	28.36
Subject 2	62.13	0.67	71.27	55.58	85.16
Subject 3	68.88	0.66	73.38	65.49	68.98
Subject 4	60.83	0.50	62.43	56.88	45.49
Subject 5	48.46	0.62	59.99	43.92	63.09
Subject 6	72.73	0.67	84.51	64.70	75.50
REST
Subject 1	63.95	0.62	60.97	64.75	63.19
Subject 2	63.76	0.50	64.70	25.49	45.68
Subject 3	74.42	0.69	81.80	65.26	75.40
Subject 4	55.55	0.44	81.11	35.01	70.39
Subject 5	63.09	0.71	44.27	70.67	72.10
Subject 6	79.09	0.79	85.72	74.46	84.40

Acc, Accuracy; F1, F1 Score; Spc, Specificity; Sen/Rec, Sensitivity/Recall; Prc, Precision.