Build a support vector classifier for the below data using the last three highlighted points as the support vectors. Explicitly list the wolfe dual lagrangian method. Comment on the influence of outlier $(25,-1)$ in the built model with justification.

X$1=6,5,8,25,3,10,6,2$

X$2=2,12,15,-5,-2,10,3,5$

Y $=-1,1,1,1,-1,1,-1,1$