Research Article

Spatio-Temporal Segmented Traffic Flow Prediction with ANPRS Data Based on Improved XGBoost

Table 6

CNN network structure.

Layer (type)Output shapeParam

input_1 (InputLayer)(None, 6, 7)0
conv1d_1 (Conv1D)(None, 6, 7)56
conv1d_2 (Conv1D)(None, 6, 7)56
conv1d_3 (Conv1D)(None, 6, 7)56
conv1d_4 (Conv1D)(None, 6, 7)56
conv1d_5 (Conv1D)(None, 6, 7)56
conv1d_6 (Conv1D)(None, 6, 7)56
flatten_1 (flatten)(None, 42)0
dense_1 (dense)(None, 12)516