Question: Consider there are two populations one with attribute D = 1 and the other with attribute D = 0. A binary classifier with threshold a
Consider there are two populations one with attribute D = 1 and the other with attribute D = 0. A binary classifier with threshold a is used to categorize a given sample into one of the two populations. The classifier returns the result T = 1 if it determines the sample to be of type D = 1 otherwise it returns T = 0 and determines that the sample is of type D = 0. The random variable X measured by the classifier is distributed as follows: X|(D = 1) Unif(10, 30) and X|(D = 0) Unif(0, 20). 1. What is the Sensitivity (True Positive Rate)? 2. What is the Specificity (True Negative Rate)
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