Preheat oven to 350 degrees. Cream butter, then gradually add sugar. Add eggs and beat thoroughly. Add mashed banana and flavoring.
Sift dry ingredients together in a separate bowl and add to banana mixture alternately with milk.
Pour into loaf pan and bake for 50 to 60 minutes, testing for doneness.