Table 5 The global evaluation results with the state-of-the-art approach (CamemBERT) corresponding to the experiment with maximum weighted accuracy value.

From: A manually annotated corpus in French for the study of urbanization and the natural risk prevention

Classification

Precision

Recall

F1 score

Pertinent vs Not pertinent

0.82

0.92

0.87

Strict vs Informative

0.82

0.95

0.88