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

Table 5

Feature importance of the NSI and the evaluation result given by RF.

NSI	Feature importance
	R IB	R RD
α	0.0622	0.0654
α^2	0.0535	0.0463
a	0.2765	0.1912
Q	0.0823	0.0658
C	0.1114	0.1834
Cl	0.0581	0.0584
N	0.2683	0.2759
<k>	0.0873	0.1133
RMSE	0.0272	0.0241
R^2	92.24%	91.88%