Table 6.

Data-mining results by model of day segment and class.

Day Stage		Precision	Recall	F1 Score	MCC
Night 00:00–06:00	0	0.98	0.99	0.98
	1	0.98	0.96	0.97	0.96
	2	0.98	0.98	0.98
Morning 06:00–11:59	0	0.87	0.95	0.91
	1	0.94	0.85	0.89	0.81
	2	0.88	0.80	0.84
Afternoon 12:00–17:59	0	0.78	0.91	0.84
	1	0.81	0.70	0.75	0.69
	2	0.87	0.72	0.79
Evening 18:00–23:59	0	0.87	0.96	0.91
	1	0.90	0.84	0.87	0.82
	2	0.94	0.83	0.88
Note: 0 means healthy control, 1 depressive, and 2 schizophrenic episodes.