We can define the hinge loss to be
$$ L(y,t) = \max\{0,1-yt\} $$
We can also have a variation such that the loss now becomes: $$ L(y,t) = \max\{0,(1-yt)^2 \} $$
When would you want to use one over the other?
We can define the hinge loss to be
$$ L(y,t) = \max\{0,1-yt\} $$
We can also have a variation such that the loss now becomes: $$ L(y,t) = \max\{0,(1-yt)^2 \} $$
When would you want to use one over the other?
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