It's not always possible to capture ones features perfectly when drawing, and especially when painting. Whenever I see a painting or drawing of someone, I have to remind myself that they probably didn't look exactly like the work. For example, paintings of Queen Victoria in her early years don't really look like her when comparing to her pictures from the same years.