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Spam email is unsolicited and unwanted junk email sent out in bulk to an indiscriminate recipient list. Typically. spam is sent for commercial purposes. It
Spam email is unsolicited and unwanted junk email sent out in bulk to an indiscriminate recipient list. Typically. spam is sent for commercial purposes. It can be sent in massive volumes by botnets, networks of infected computers. We are trying a new spam ltering method to detect spam emails. However, this spam ltering method is not very accurate: . its true negative rate is about 86% (good). . its true positive rate is only about 48% (bad). Let's pretend that we know that about 10% of emails are actually spam. - Let M be the event of an email receiving a positive test result from our new Method, regardless of email statusispam or not spam). - Let S be the event that an email is actually Spam. Question: The true positive rate that is. given that an email actually is spam, the proportion that would get a positive test result -- can be expressed in probability notation as: (Choose 1) O PlMl 0 PM u 5) 0 PM n 5) O PM | 5)
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