A Comparative Analysis of Machine Learning Regression Models for Urban Traffic Congestion Prediction
Experimental results demonstrate that ensemble regression models outperform conventional regression techniques in terms of prediction accuracy and robustness, and indicate that XGBoost provides the best overall performance while maintaining computational efficiency.
Kajal Singh, Ashish Chourey, M. Tomar et al.
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