Table 19 Overall performance of best feature set.

From: AI-based prediction of traffic crash severity for improving road safety and transportation efficiency

Feature selection

Accuracy

Precision

Recall

F1-Score (Macro)

AUC-ROC

Feature Set 37

0.96193

0.95983

0.98765

0.95286

0.99284

  1. Significant values are in bold, underline.