Table 3. Difference between Networks.
Jaccard Index | Specific to First | Specific to Second | Average Difference in Correlation | Average Difference in Shared Correlations | Difference in Degree | Difference in Closeness | Difference in Betweenness | Difference in Eigenvector Centrality | |
---|---|---|---|---|---|---|---|---|---|
HO1-HO4 | 0.26 | 0.65 | 0.49 | 0.37 | 0.13 | 11.620 | 0.001 | 91.66 | 0.28 |
HO4-HE4 | 0.32 | 0.22 | 0.64 | 0.29 | 0.09 | 18.410 | 0.001 | 81.88 | 0.22 |
HOc1-HOc4 | 0.23 | 0.49 | 0.69 | 0.40 | 0.13 | 9.625 | 7.46e−5 | 169.56 | 0.22 |
HO-HE | 0.32 | 0.26 | 0.63 | 0.30 | 0.09 | 15.770 | 0.0003 | 121.01 | 0.19 |
The difference between the considered networks is assessed based on the seminal network properties, including the ratio of shared edges to the union of edges of the two networks (Jaccard index), proportion of edges specific to the first network, proportion of edges specific to the second network, the average absolute value of the difference of shared correlations, the absolute value of the difference between the degrees, closeness, and betweenness, and eigenvector centralities of the nodes.