Unformatted text preview: to know the dual optimization program €
to solve this question. You only need the KKT conditions. €
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7. Assume we have solved the dual program. We now want to apply it to new test €
cases. Describe a test in the dual space (i.e. in terms if kernels and Lagrange multipliers) that could serve to detect outliers. (Students who got stuck along the way may describe the test in primal space). 8. What kind of solution do you expect if we use C=0. And what solution if we use C = ∞ ? € 9. Describe geometrically what kind of solutions we may expect if we use a RBF kernel (Ga...
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 Fall '12
 AlexIhler
 Machine Learning, the00, in00

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