Table 1: Comparison of average error index between the results of DBSCAN and our proposed VMDBSCAN on real data set.

DatasetTrue clustersDetermined clusters DBSCANDetermined clusters VMDBSCANDBSCAN error %VMDBSCAN error %

IRIS32345.3320.00
Haberman21233.3327.78
Glass63468.2262.61