Questions tagged [true-positive-rate]

How can we create an ROC curve from an array of Confusion Matrices (true positive rates and false positive rates)?

Now we want to create a new test (Method A) to screen for a disease. In fact, there is a ‘gold-standard’ screening test for the disease (Method B). And the test result of gold-standard (Method B) is binary (Positive vs. Negative). However, the test…

When preparing for an interview, I got the following question (on this medium link), Given a medical test produce a 1% False Positive rate (FPR), and the population True Positive Rate (TPR) is 5%, what is the likelihood of a True Positive given by…

I learned about Bayes' theorem recently and hoped to apply it to the following problem: 1% of a country's population has a rare disease. A resident takes a disease test with a true positive rate of 80% and a true negative rate of 90%. If the test…