Metric |
λ
1
|
λ
n-1
|
d
|
σ
d
|
r
|
---|
MIPS | 0.03 | 1.97 | 4.42 | 1.12 | -0.14 |
1k | 0.07(0.018) | 1.93(0.018) | 3.95(0.0117) | 0.9045 | -0.07(0.0058) |
2k | 0.06(0.014) | 1.94(0.014) | 4.04(0.0097) | 0.9679 | -0.12(0.0035) |
3k | 0.04(0.014) | 1.96(0.014) | 4.26(0.0107) | 1.0613 | -0.14(0.0014) |
- λ1: average of the smallest eigenvalue of the Laplacian of the graph matrix; λn-1: average of the largest eigenvalue of the Laplacian of the graph matrix; d: average shortest distance between the nodes; σ
d
: standard deviation of shortest distance between the nodes; r: average assortativity coefficients. The quantity in the brackets indicate the standard deviation of corresponding metric