Based on the dataset please solve it by hands and answer the following questions. Obs X1...

   

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Based on the dataset please solve it by hands and answer the following questions. Obs X1 X2 Y a) Find a hyperplane for perceptron. b) What is the hyperplane for SVM? 1 -0.5 0 R 2 1 0 G 3 0 -1 R 4 0 2 G 5 -1 -1 R 6 2 2 G Table 1 What is the maximal margin? d) Which points are support vectors? e) Given a new data (-0.6,0.5), which class it belongs to? Based on the dataset please solve it by hands and answer the following questions. Obs X1 X2 Y a) Find a hyperplane for perceptron. b) What is the hyperplane for SVM? 1 -0.5 0 R 2 1 0 G 3 0 -1 R 4 0 2 G 5 -1 -1 R 6 2 2 G Table 1 What is the maximal margin? d) Which points are support vectors? e) Given a new data (-0.6,0.5), which class it belongs to?