Table 1.

SDA hyperparameters.

Phase	Sign	Values	Description
Phase 1	N	[2, 20]	Number of clusters in the Ward's clustering method
	K	[20, 50]	Maximum distance between epochs in Ward's connectivity constraint
	L	{0, 20, 40, 60}	Minimum state length in the process of merging segments
	W	0.3	Coefficient in the Ward distance requirement for merging segments
Phase 2	N max	{10, 15, 20}	Maximum value of N to construct joint array of state boundaries
	K max	{35, 40, 45, 50}	Maximum value of K to construct joint array of state boundaries
	N KM	[2, 15]	Number of clusters in KMeans clustering method
	E DBS	{0.02, 0.025, 0.03}	Maximum sample distance in DBSCAN clustering method
	Center type	Mean, Median, Mode	Types of cluster centers in a given clustering