算法

DPC

SSA-DPC

DBSCAN

K-Means

AMI

ARI

FMI

AMI

ARI

FMI

AMI

ARI

FMI

AMI

ARI

FMI

Spiral

0.165

0.140

0.143

1.000

1.000

1.000

1.000

1.000

1.000

0.001

0.000

0.327

Jain

0.505

0.514

0.790

1.000

1.000

1.000

0.273

0.290

0.806

0.370

0.324

0.700

Flame

0.761

0.822

0.920

0.935

0.966

0.984

0.718

0.778

0.889

0.416

0.464

0.741

Aggregation

0.899

0.785

0.830

0.926

0.913

0.931

0.959

0.915

0.937

0.892

0.774

0.825

Iris

0.704

0.560

0.756

0.716

0.701

0.799

0.627

0.541

0.675

0.758

0.730

0.820

Wine

0.404

0.292

0.619

0.566

0.489

0.676

0.576

0.425

0.596

0.428

0.371

0.583

Seeds

0.514

0.410

0.665

0.576

0.597

0.734

0.622

0.518

0.658

0.772

0.790

0.859