Consider the scenarios described below for a point Xi:
It lies on the correct side of the margin
It lies on the margin line
It lies on the wrong side of the margin
It lies on the wrong side of the decision boundary
=> that correctly illustrates the value of ei in the four cases, respectively:
How are we predicting error to be 1 ?
And what do we mean by margin line ?w’x+b=1 ?