A spam filter assigns ratings to all incoming emails. If the rating of an email is higher than a…

A spam filter assigns ratings to all incoming emails. If the rating of an email is higher than a specific threshold, the email is deleted before it reaches the inbox. Answer the following questions based on this scenario:

a. What is a Type I error in this scenario?

b. What is a Type II error in this scenario?

c. If the rating is assigned using a scale of 1–10, with 1 representing “definitely not spam” and 10 representing “definitely spam,” what happens if the threshold is set to 1, 2, 3, …, 10?

d. What do you think the appropriate threshold should be? Why?

 

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