Didn't get question 5 of quiz

in part (a)&(b):
if it lie on correct or on margin line then value should be 1
plz explain this?

Hey @Jan19LPN0013, referring to the points individually in sequential manner,

a) If the point is on correct side, than the ei term denotes error for the classification, since the point lies on correct side of the margin, so ei = 0
b) It lies on the margin, than also it will be zero. since no error is involved in classification, we can have multiple points lying on the margin itself
c) when it lies in the wrong side of the margin, than the error will be somewhere between 0 and 1
d) When it lies on the other side of decision boundary than it would be greater than 1.

you can visualize all these from graph of ei = max(0,1-ti).

temp
temp1280×857 56.7 KB

So correct answer should be 0,0, between 0 and 1, >1. This option is not present currently, informed the backend team they will be resolving it very soon.

Hope this cleared your doubt. :blush: