Table 4. Correlation between precisions of different methods and the statistic of networks.
NN | NE | LD | AD | APL | C | CC | P | LCP-corr | |
---|---|---|---|---|---|---|---|---|---|
NMF1 | −0.51 | −0.26 | 0.73 | 0.70 | −0.38 | 0.24 | 0.63 | 0.03 | 0.37 |
NMF-D1 | −0.53 | −0.26 | 0.73 | 0.71 | −0.41 | 0.24 | 0.64 | 0.02 | 0.38 |
NMF-A1 | −0.52 | −0.26 | 0.71 | 0.71 | −0.40 | 0.20 | 0.64 | 0.03 | 0.41 |
NMF2 | −0.46 | −0.23 | 0.71 | 0.71 | −0.28 | 0.22 | 0.61 | −0.08 | 0.38 |
NMF-D2 | −0.53 | −0.20 | 0.65 | 0.74 | −0.40 | 0.13 | 0.66 | −0.04 | 0.50 |
NMF-A2 | −0.40 | −0.16 | 0.61 | 0.70 | −0.18 | 0.08 | 0.60 | 0.00 | 0.49 |
SPM | −0.39 | −0.20 | 0.61 | 0.66 | −0.16 | 0.09 | 0.63 | 0.01 | 0.42 |
Salton | −0.27 | −0.21 | 0.24 | 0.30 | −0.13 | −0.02 | 0.53 | 0.20 | 0.27 |
Jaccard | −0.29 | −0.22 | 0.23 | 0.30 | −0.14 | −0.03 | 0.54 | 0.20 | 0.28 |
Sorenson | −0.29 | −0.22 | 0.23 | 0.30 | −0.14 | −0.03 | 0.54 | 0.20 | 0.28 |
HPI | −0.37 | −0.35 | 0.46 | 0.29 | −0.19 | 0.30 | 0.63 | 0.06 | 0.09 |
HDI | −0.30 | −0.22 | 0.20 | 0.28 | −0.14 | −0.04 | 0.58 | 0.19 | 0.29 |
LHN | −0.28 | −0.33 | 0.25 | 0.13 | −0.10 | 0.07 | 0.56 | 0.19 | 0.19 |
CN | −0.39 | −0.16 | 0.11 | 0.28 | −0.21 | −0.01 | 0.77 | 0.00 | 0.40 |
AA | −0.41 | −0.20 | 0.05 | 0.20 | −0.19 | −0.06 | 0.81 | −0.01 | 0.41 |
RA | −0.42 | −0.25 | 0.06 | 0.18 | −0.21 | −0.04 | 0.82 | −0.04 | 0.42 |
PA | −0.44 | −0.23 | 0.43 | 0.45 | −0.35 | 0.19 | 0.44 | −0.35 | 0.36 |
LP | −0.38 | −0.13 | 0.14 | 0.34 | −0.24 | 0.00 | 0.74 | −0.03 | 0.42 |
Katz | −0.42 | −0.15 | 0.14 | 0.32 | −0.27 | 0.01 | 0.79 | −0.06 | 0.44 |
LHNII | −0.21 | −0.27 | 0.31 | 0.14 | −0.15 | 0.16 | 0.29 | 0.21 | 0.13 |
ACT | −0.26 | −0.33 | 0.21 | 0.10 | 0.09 | 0.15 | 0.61 | −0.28 | 0.23 |
TSCN | −0.05 | −0.33 | 0.11 | −0.36 | 0.17 | 0.47 | 0.37 | −0.19 | −0.20 |
CRA | −0.42 | −0.21 | 0.12 | 0.24 | −0.21 | 0.01 | 0.83 | 0.01 | 0.41 |
NN, NE, LD, AD, APL, CC and P are the number of nodes, the number of edges, the link density, average degree, average shortest path length, clustering coefficient, and pearson assortative coefficient of the network, respectively, C is the average closeness for all the pair nodes of the network. LCP-corr is the correlation between LCP and CN presented in ref. 11.