Tom K. answered 10/16/20
Knowledgeable and Friendly Math and Statistics Tutor
This is much like the Monty Hall problem. The probability that it is a face card or ace starts off as 1/5, and this is not altered by the fact that a heart is shown. You can also argue that P(face card or ace|heart) = P(face card or ace|spade) = P(face card or ace|club) = P(face card or ace|diamond). As these four are all equal, they have to equal P(face card) (think Baye's theorem).
Another way to show this.
P(heart and not a face card or ace) = 1/5
P(heart and face card or ace) = P(face card or ace)P(heart|face card or ace) = 1/5 * 1/4 = 1/20
P(face card or ace |heart) = P(face card or ace and heart)/P(heart) = 1/20/(1/20 + 1/5) = 1/20/5/20 = 1/5