What about the previous outcome and its correlation with the subscription decision:

%sql select poutcome,y, count(1) from trainData group by poutcome,y order by poutcome,y

The distribution shows that clients with a successful outcome from the previous marketing campaign will most likely subscribe. At the same time, those clients represent the minority of the dataset.