If you are forced to choose between red and green (they have the same training error) which one would you choose?
And I have the answer as below,
Green! Beacuse The slope is smaller, so predictions are less sensitive to having ‘w’ exactly right.
Though, I can not understand why do we want the smaller slope!
I would appreciate if somebody explain it.