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Table 5 Mean values of Silhouette index over 20 runs of different algorithms

From: A multi-objective gene clustering algorithm guided by apriori biological knowledge with intensification and diversification strategies

Algorithm

Arabidopsis

Cell cycle

Sporulation

Serum

MOC-GaPBK

0.49

0.63

0.80

0.58

Semi-FeaClustMOO

0.46

0.50

0.70

0.44

MO fuzzy

0.41

0.43

0.59

0.40

MOGA

0.40

0.42

0.58

0.38

SOM

0.23

0.38

0.58

0.34

Avg. link.

0.32

0.44

0.50

0.36

  1. In italics, we highlight the highest values
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BioData Mining

ISSN: 1756-0381