Research Article

Predicting the Robustness of Large Real-World Social Networks Using a Machine Learning Model

Table 3

The SLR results for 8 NSIs. The last two columns show the slope, and in parenthesis, the R2 values of the SLR between the NSI and RIB or RRD. The bold character with an asterisk indicates a significant relationship, with a confidence level of 95%.

NbNSIR IBR RD

1N−6.920·10−7 (0.132)−6.377·10−7 (0.150)
2<k>0.0006 (0.015)0.0004 (0.010)
3α0.0215 (0.031)0.0247 (0.056)
4α2−0.0039 (0.007)−0.0011 (0.000)
5α−0.3282 (0.019)−0.1184 (0.003)
6Q0.0917 (0052)0.1022 (0.087)
7C0.0274 (0.001)0.0781 (0.021)
8Cl−0.1515 (0.010)−0.1607 (0.016)