In the smoking study, Aaron has obtained the following classification table.
-If a person is predicted to be a smoker, we would expect that
A) the person has a good chance of actually being a smoker, because the model has an adequate overall predictive accuracy.
B) the person has a good chance of actually being a smoker, because the model has high specificity.
C) the person may or may not be a smoker, because the model has low sensitivity.
D) the person may or may not be a smoker, because the false positive rate is high.

Question

In the smoking study, Aaron has obtained the following classification table. 
-If a person is predicted to be a smoker, we would expect that
A) the person has a good chance of actually being a smoker, because the model has an adequate overall predictive accuracy. 
B) the person has a good chance of actually being a smoker, because the model has high specificity. 
C) the person may or may not be a smoker, because the model has low sensitivity. 
D) the person may or may not be a smoker, because the false positive rate is high.

Quizplus · Accepted Answer

The Answer of In the smoking study, Aaron has obtained the following classification table. 
-If a person is predicted to be a smoker, we would expect that
A) the person has a good chance of actually being a smoker, because the model has an adequate overall predictive accuracy. 
B) the person has a good chance of actually being a smoker, because the model has high specificity. 
C) the person may or may not be a smoker, because the model has low sensitivity. 
D) the person may or may not be a smoker, because the false positive rate is high.

In the Smoking Study, Aaron Has Obtained the Following Classification