Implications of Spatiotemporal Data Aggregation on Short-Term Traffic Prediction Using Machine Learning Algorithms

Figure 6

Additional examples of nonrecurring congestion events. Predictive models based on machine learning methods provide good tracking performance, especially at the high-resolution () input data aggregation level.