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Consider again the four-category classification problem described in Problems P4.3 and P4.5….

Consider again the four-category classification problem described in Problems P4.3 and P4.5….

Consider again the four-category classification problem described in Problems P4.3 and P4.5. Suppose that we change the input vector p3 toi. Is the problem still linearly separable? Demonstrate your answer graphically.ii. Use MATLAB to initialize and train a network to solve this problem. Explain your results.iii. If p3 is changed tois the problem linearly separable?iv. With the p3 from (iii), use MATLAB to initialize and train a network to solve this problem. Explain your results.Problems P4.3We have a classification problem with four classes of input vector. The four classes areDesign a perceptron network to solve this problem.Problems P4.5Consider again the four-class decision problem that we introduced in Problem P4.3. Train a perceptron network to solve this problem using the perceptron learning rule.