An Empirical Study for Adopting Machine Learning Approaches for Gas Pipeline Flow Prediction

Figure 7

Sensitivity between performance measure and the maximum number of leaves in each decision tree. As shown in these figures, we can get performance gain as the maximum number of leaves increase, but the performance gain is negligible when the maximum number of leaves is greater than 10000. (a) MSE, (b) MRE, (c) .

(a)

(b)

(c)