Ensemble Learning for Short-Term Traffic Prediction Based on Gradient Boosting Machine

Figure 11

Prediction accuracy comparison of GBDT, SVM, and BPNN models for peak hours: (a) MAPE and (b) MAE (5 min ahead).

(a)

(b)