Research Article

Transfer Learning-Based Vehicle Collision Prediction

Table 1

Parameters setting.

ParameterDescriptionSetting

Learning rate0.0001
Sampling window size100
Hidden sizeThe parameter dimension corresponding to the two-layer fully connected neural network in the FC layer512,256
DropoutDiscard parameter ratio0.1
EpochModel training rounds30