Research Article

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

Figure 9

Scatter plots between the predicted value of robustness (R predicted) and simulated (R empirical) of the hold-out observation for MLR (a) and RF model (b). The model is trained using the whole dataset excluding one observation (hold-out observation) and is used to predict the outcome of the hold-out observation.
(a)
(b)