The capacitor will have AC across it, not DC so you cannot use a polarized electrolytic capacitor.
I could not find a film capacitor rated at 47uF/400VAC anywhere. They were available 60 years ago, were very large and very expensive. But transformers are inexpensive and are available everywhere...