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Table 4 Comparision of performance in terms of NMI

From: Dynamic order Markov model for categorical sequence clustering

 

Protein

RNA

Speech

Robot

Pioneer

Pattern

Average.

SigClust

0.157

0.332

0.658

0.243

0.207

0.368

0.346

SCS

0.702

0.651

0.801

0.355

0.421

0.609

0.589

CLUSEQ

0.451

0.435

0.702

0.422

0.421

0.471

0.494

WCPD

0.659

0.650

0.764

0.453

0.301

0.565

0.570

SMCD

0.721

0.619

0.789

0.481

0.501

0.552

0.601

DMSC

0.838

0.744

0.873

0.616

0.755

0.658

0.747

  1. The best results are shown in bold