Question: Question No - 1: (10+10) Why we use SVM? What are the limitations of SVM? Proof that functional margin and geometric margin are parallel to

Question No - 1: (10+10) Why we use SVM? What are

Question No - 1: (10+10) Why we use SVM? What are the limitations of SVM? Proof that functional margin and geometric margin are parallel to each other? Question No - 2: (10+10+10) Explain basic model of perceptron. How can we add threshold to the perceptron? Why we need threshold limits? What is the mechanism of handling non linearity in inputs

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