Table 16 Clustering results of triple merge dataset.

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

Clustering

Classifiers

Accuracy

Precision

Recall

F1-Score (Macro)

AUC-ROC

K-Mean

RF

0.94742

0.94629

0.92492

0.93476

0.92492

ET

0.95464

0.95793

0.93143

0.94344

0.93143

DT

0.93278

0.91788

0.91951

0.91869

0.91951

HDBSCAN

RF

0.94810

0.94758

0.92532

0.93554

0.92532

ET

0.95489

0.95836

0.93164

0.94374

0.93164

DT

0.93350

0.91880

0.92031

0.91955

0.92031

  1. Significant values are in bold, underline.
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