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Can you please help me with the following question? Please provide all necessary explanation. Thank you so much! 4 Support Vector Machines [6 pts] (*1)

Can you please help me with the following question? Please provide all necessary explanation. Thank you so much!

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4 Support Vector Machines [6 pts] (*1) Consider a supervised learning problem in which the training examples are points in a 2-dimensional space. The coordinates (3:1, 3:2) and corresponding label Y are shown below mhhWWMMDl HuMkung (3') Plot the points. Are they linearly separable? [2 pts] (it) Construct the weight vector of the maximum margin hyperplane by inspection and identify the support vectors. [2 pts] (iii) If you remove one of the support vectors does the size of the optimal margin decrease, stay the same, or increase? [2 pts]

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