Table 3.

Average results for the different models on test data with a frequency threshold for the codes (codes occurring at least 50 times).

Method	Weighted precision	Weighted specificity	Weighted recall	Weighted F1
Binary Relevance (SGDa classifier)	0.69	0.93	0.52	0.59
BERTje	0.77	0.97	0.68	0.70
BERTje (domain adaptation)	0.74	0.96	0.62	0.67

^aSGD: Stochastic Gradient Descent.