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Table 3 Median values of Silhouette index scores over 20 consecutive runs of different algorithms.

From: Combining Pareto-optimal clusters using supervised learning for identifying co-expressed genes

Algorithm

Sporulation

Cell Cycle

Arabidopsis

Serum

Rat CNS

MOGA-SVM (RBF)

0.6288

0.4498

0.4329

0.4148

0.5108

MOGA (without SVM)

0.5766

0.4221

0.4024

0.3844

0.4822

MOGA crisp -SVM (RBF)

0.6002

0.4301

0.4192

0.3901

0.4961

FCM

0.4686

0.3812

0.3656

0.3152

0.4113

SGA

0.5698

0.4315

0.3837

0.3672

0.4563

Average linkage

0.5007

0.4388

0.3151

0.3562

0.4122

SOM

0.5786

0.3823

0.2334

0.3352

0.4340

CRC

0.5619

0.4271

0.3955

0.3246

0.4561

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BMC Bioinformatics

ISSN: 1471-2105

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