please provide the complete code with screenshot of output $.$please provide running code $.$question $2$ evaluation of model and in depth anlysis of vaying k values $,$explain and provide code if necessary for this question $.$and please provide running svm classifier code and provide kernel trick $.$

please read the question properly and answer every task asked by question $.$you dont have to give long explanation but please provide complete code thank you.