Table 5. Model Comparison, in Predictive Accuracy.

	Validation		Testing
	PLR		PLR		non-PLR		SmPC
	Binary	Multiclass	Binary	Multiclass	Binary	Multiclass	Binary	Multiclass
RF	0.94	0.81	0.92	0.81	0.88	0.73	0.85	0.66
SVM	0.95	0.85	0.93	0.81	0.88	0.74	0.85	0.66
BERT	0.96	0.88	0.95	0.84	0.89	0.74	0.89	0.67
ALBERT	0.96	0.87	0.95	0.84	0.89	0.72	0.87	0.66
DistilBERT	0.96	0.88	0.94	0.83	0.88	0.74	0.89	0.66
RoBERTa	0.97	0.88	0.95	0.83	0.89	0.74	0.90	0.66