Datasets

Algorithm

DBI

AS

ACC

Iris

DBSCAN

0.4474

0.6180

0.9866

Three-way DBSCAN

0.3664

0.8698

1.0000

Congressional

DBSCAN

0.8107

0.3979

0.9902

Three-way DBSCAN

0.5877

0.4613

0.9973

Forest

DBSCAN

0.6025

0.6351

0.9812

Three-way DBSCAN

0.3459

0.7327

0.9976

Aggregation

DBSCAN

0.5046

0.6498

0.7821

Three-way DBSCAN

0.4570

0.7189

0.7872

Jain

DBSCAN

0.6018

0.4618

0.9302

Three-way DBSCAN

0.4456

0.6337

0.9377

Flame

DBSCAN

0.8168

0.4417

0.9132

Three-way DBSCAN

0.7175

0.5136

0.9486

R15

DBSCAN

0.3163

0.8971

0.9916

Three-way DBSCAN

0.1248

0.9532

0.9978

D31

DBSCAN

0.5177

0.8001

0.9524

Three-way DBSCAN

0.4017

0.8911

0.9686