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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