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Table 5 Comparison metrics for second stage clustering. Dataset \(D_1\) (N = 2,768). ARI adjusted rand index, AMI adjusted mutual index, FM Fowlkes-Mallows index. Best metric value achieved appears in bold

From: Machine learning based study for the classification of Type 2 diabetes mellitus subtypes

Strat. i

Strat. j

ARI

AMI

FM

2.1

2.2

0.8065

0.7396

0.8619

2.1

2.3

0.9379

0.9099

0.9557

2.1

2.4

0.7269

0.6803

0.8042

2.1

2.5

0.7362

0.6563

0.8121

2.1

2.6

0.3289

0.3380

0.5250

2.2

2.3

0.7512

0.6853

0.8221

2.2

2.4

0.8449

0.7969

0.8886

2.2

2.5

0.7298

0.6577

0.8070

2.2

2.6

0.3481

0.3556

0.5375

2.3

2.4

0.7768

0.7288

0.8396

2.3

2.5

0.7023

0.6340

0.7874

2.3

2.6

0.3389

0.3415

0.5310

2.4

2.5

0.6538

0.6122

0.7517

2.4

2.6

0.3734

0.3696

0.5533

2.5

2.6

0.3435

0.3828

0.5350