Thanks, I will try do to that as well.
So when using 0.5 as the threshold, I get the following confusion matrix:

That means, that my model actually predicts both classes but it only predicts FP. So it doesn’t get any of the TP, correct? I don’t understand how that is possible. Do you think the threshold could affect this?