Question: Minimize ( llwl + cE 5 , ) Subject to: y , ( wl x , + b ) > = 1 - for i

Minimize (llwl +cE5,)
Subject to: y,(wl x,+b)>=1-
for i=1,2,..., n
In the above SVM Soft Margin optimization, if we increase "C" then ....(select all correct answers)
We add more penalty on slack variables
We let the algorithm tolerate outliers
We resolve the problem of overfitting
We make it harder for the algorithm to make mis-classifications

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