Question: When we test a classifier moduppose you built a classifier model and tested on a test dataset and obtained the following result. Note that the

When we test a classifier moduppose you built a classifier model and tested on a test dataset and obtained the following result. Note that the classifier issued probabilities instead of classifying each tuple as P or N. You want to construct the ROC curve for the model and you are calculating the TPR of tuple 5 and the TPR of tuple 6, which are marked with * in the table. Which one of the following is correct with regard to these two TRP's? Choose one. Tuple ID Actual Class Probability 1 P 0.87 2 N 0.93 3 P 0.65 4 N 0.82 5 * P 0.76 6 * P 0.90 7 N 0.79 a. TPR of tuple 6 is greater than TPR of tuple 5. b. TPR of tuple 5 is the same as TPR of tuple 6. c. We cannot determine. d. TPR of tuple 5 is greater than TPR of tuple 6. el using the cross-validation method we discussed, the number of folds can be the same as the number of tuples in the dataset

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