Question No: 05 While tuning parameters for a classification algorithm, three different confusion matrices were produced. For parameter pl, the confusion matrix is cl. For parameter p2, the confusion matrix is c2. For parameter p3, the confusion matrix is 3. Explain how to draw RoC curve and write the necessary equations. Using the RoC curve, determine the best parameter among pl. p2, and p3. Show each of the steps clearly. 15 marks] Confusion matrix: cl Predicted: No Predicted: Yes Actual: No 500 100 Actual: Yes SO 1000 Confusion matrix: c2 Predicted: No Predicted: Yes 60 Actual: No 540 Actual: Yes 250 800 Options Confusion matrix: c2 Predicted: No Predicted: Yes Actual: No 540 60 Actual: Yes 250 800 Confusion matrix: c3 Predicted: No Predicted: Yes Actual: No 570 30 Actual: Yes 450 600