This paper aims to optimize the traditional XGBoost regression model by using the four-vector algorithm, so as to achieve the accurate prediction of road traffic flow. The main objective of the ...

4、Among the available ML regression algorithms, the XGBoost algorithm is an excellent tool for the S2 evaluation. 5、From the optimisation algorithms, the particle swarm optimisation (PSO) and genetic ...