Ok, right … one more thing to test this weekend:

Do you think @ptrblck that the use of embeddings and the fact that the model get trained in batches lessens the unbalanced situation? My model, as it’s, in the unseen test_set had a roc_auc of 86,7%, which puts me in third position in an internal competition in my job.

Best regards