A -Deviation Density Based Clustering Algorithm

Table 2

The corresponding results from DBSCAN and kDDBSCAN.

		Iris	Glass	Wdbc	Segment
Homogeneity	DBSCAN	0.579	0.306	0.305	0.416
	kDDBSCAN	0.579	0.361	0.385	0.451
Completeness	DBSCAN	1	0.502	0.220	0.582
	kDDBSCAN	1	0.540	0.336	0.589
-measure	DBSCAN	0.733	0.380	0.256	0.485
	kDDBSCAN	0.733	0.433	0.359	0.511
ARI	DBSCAN	0.568	0.245	0.230	0.222
	kDDBSCAN	0.568	0.289	0.409	0.247
FMI	DBSCAN	0.771	0.527	0.607	0.430
	kDDBSCAN	0.771	0.558	0.743	0.445
NMI	DBSCAN	0.761	0.392	0.259	0.492
	kDDBSCAN	0.761	0.442	0.360	0.515