Update README.md

README.md

@@ -18,7 +18,7 @@ Finetuning was done using [MedNER](https://github.com/UPOD-datascience/MedNER.nl
 
 We limited the training to Dutch.
 
-The model was trained in a multilabel-sense, using a binary cross-entropy loss per label, which followed the standard IOB-schema 
+The model was trained in a multiclass, using a cross-entropy loss, which followed the standard IOB-schema 
 (that is **O**utside the span, **B**eginning of the span, **I**nside the span)
 We replaced the standard 768-weight linear layer by 3x768 dense layers with 10\% dropout and ReLu activations.