Mathematical Problems in Engineering / 2018 / Article / Tab 2

Research Article

A -Deviation Density Based Clustering Algorithm

Table 2

The corresponding results from DBSCAN and kDDBSCAN.

IrisGlassWdbcSegment

HomogeneityDBSCAN0.5790.3060.3050.416
kDDBSCAN0.5790.3610.3850.451
CompletenessDBSCAN10.5020.2200.582
kDDBSCAN10.5400.3360.589
-measureDBSCAN0.7330.3800.2560.485
kDDBSCAN0.7330.4330.3590.511
ARIDBSCAN0.5680.2450.2300.222
kDDBSCAN0.5680.2890.4090.247
FMIDBSCAN0.7710.5270.6070.430
kDDBSCAN0.7710.5580.7430.445
NMIDBSCAN0.7610.3920.2590.492
kDDBSCAN0.7610.4420.3600.515