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Table 1 Employed complex network measures in high-level classification on the Triangle data set

From: Network-based data classification: combining K-associated optimal graphs and high-level prediction

C α

Complex network measures

 

Assortativity

Clustering coefficient

Average degree

 

r (.)

r ( . )

Δ G y ( . ) (1)

f y ( . ) (1)

C C (.)

C C ( . )

Δ G y ( . ) (2)

f y ( . ) (2)

E (.)

E y ( . )

Δ G y ( . ) (3)

f y ( . ) (3)

C gray

0.977

0.968

0.930

0.869

0.118

0.101

0.408

0.256

6.000

5.667

0.657

0.489

C black

0.850

0.851

0.070

0.131

0.188

0.212

0.592

0.744

8.000

7.826

0.343

0.511

  1. The calculated assortativity, clustering coefficient, and component efficiency measures for each component.