Table 5.

UMAP summary table

		Parameters										Clust. Param.a
Emb.	Transf.	LR	LC	Metr.	MiD	NN	NSR	RS	Mix	Sp	Clust.	parameter 1	parameter 2	Sil.	CHI	DBI
Full	Log-z	0.1	1	mink	0.2	8	7	2	0.5	0.25	AP	pref=-34.3	damp=0.714	0.619	2686.95	0.505
Full	Unif	10	1	hamm	0.5	50	5	1	0.25	4	mb k-m	bat s=10	-	0.836	13263.93	0.246
Full	Norm	10	4	hamm	0.2	15	7	1	0.75	0.25	SC	$\gamma$=10	-	0.602	1302.76	0.577
Part.	Log-z	5	1	hamm	0.05	50	9	2	0.1	2	birch	bf=13	th=0.2	0.601	1151.23	0.495
Part.	Unif	0.1	1	hamm	0.01	30	5	3	0.1	0.25	AP	pref=-34.3	damp=0.71	0.729	3384.71	0.414
Part.	Norm	0.1	1	hamm	0.2	50	5	3	0.25	1	birch	bf=78	th=0.2	0.541	936.61	0.598

^aPREF preferences for each point, BAT S size of the mini batches, DAMP damping factor, TH threshold, $\gamma$ kernel coefficient of radial basis function