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Table 3 Feature importance analysis: Accuracy, Gini Index, and the combined score are listed

From: Network topology measures for identifying disease-gene association in breast cancer

Topological measures

Accuracy

Gini index

Combined score

Structural holes

0.3081

579.9545

13.37

Degree

0.3088

578.1108

13.36

Coreness

0.3056

474.7823

12.05

k-Step Markov

0.2958

371.1454

10.47

Subgraph centrality

0.3032

354.3712

10.36

Within–module z-score

0.2704

291.5019

8.88

Katz status index

0.2882

259.1472

8.64

Closeness

0.2943

227.2495

8.18

Proximity prestige

0.2962

222.5109

8.12

Eigenvector centrality

0.2834

230.7507

8.09

Betweenness

0.2731

230.3441

7.93

Bary center score

0.2742

118.4802

5.70

Clustering coefficient

0.0632

0.3585

0.15