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Table 4 Classification accuracy for specific incident types
From: Predicting the duration of motorway incidents using machine learning
Accuracy | Collisions (%) | Breakdown (%) | Debris or spillage (%) | All incidents (%) |
|---|---|---|---|---|
SVM | 35.20 | 39.60 | 50.20 | 40.8 |
Classification tree | 38.50 | 41.60 | 50.60 | 39.0 |
ANN | 36.20 | 39.30 | 52.80 | 37.0 |