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

Figure 13

Performance comparison of RFE, correlation-based, and random-selection approaches for selecting important attributes; results correspond to an SVR model for the aggregation level. RFE provides the highest accuracy.