Table 4.

Micro F1-scores for all classes and models with microaverage F1-scores and macro-average precision on the complete test data set.

Type of trauma	Test data set (n=4315), n (%)	Micro F1-scores
		TF-IDFa/SVMb	CamemBERT	FlauBERT	BelGPT2	GPTanam
Accident of exposure to bodily fluids	41 (1)	0.83	0.84	0.84	0.83	0.91 c
Assault	498 (11.54)	0.9	0.91	0.92	0.91	0.96
MVAd	568 (13.16)	0.91	0.90	0.91	0.91	0.97
Foreign body in eye	186 (4.3)	0.79	0.84	0.82	0.82	0.97
Fall	1554 (36.01)	0.9	0.92	0.91	0.92	0.98
Sport accident	371 (8.6)	0.82	0.83	0.83	0.85	0.94
Intentional injury	112 (2.6)	0.75	0.76	0.73	0.77	0.84
Other trauma	985 (22.8)	0.8	0.83	0.82	0.85	0.98
Micro F1-score	N/Ae	0.864	0.878	0.873	0.887	0.969
Macro precision	N/A	0.860	0.880	0.880	0.89	0.970

^aTF-IDF: term frequency–inverse document frequency.

^bSVM: support vector machine.

^cThe best F₁-scores are in italic.

^dMVA: motor vehicle accident.

^eN/A: not applicable.