The name refers to easing into or out of the animation. You want to ease into an animation for something leaving the screen (train leaving the station) versus one entering the screen (train arriving)
Few of the explanations of ease-in and ease-out I find on top page of google results even now explain this very well. I wonder how many are getting it wrong.
