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(3) For below data set, develop a classifier based on SVM 4 2 O 0 12 -2 -4 O -6 -6 -4 -2 0 2
(3) For below data set, develop a classifier based on SVM 4 2 O 0 12 -2 -4 O -6 -6 -4 -2 0 2 4 21 a. Comment on if it solvable using only linear SVM? Why? Why not? (5 points) b. If it is not solvable then what can you do to solve it using linear SVM (kernel SVM is not allowed)? (10 points) c. Prepare a Jupyter Notebook lab Create your own data that resembles above data set, visualize it (10 points) Design an SVM based classifier to obtain high test accuracy on above data set (25 points) Show your test performances - use a proper model selection (10 points)
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