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Statistics Help. Conditionally probability?
13.4% of text messages are spam. of all spam 17% contain both free and txt. of all non spam messagees 6% contain botht the word free and txt. Given that the message contains both free and txt, what is the probability it is spam?
I tried by creating a tree diagram. And got P(A &B)=(0.134)(0.17)=0.02278 and P(B), which is that the message contains both, =0.07474. Then, 0.02278/0.07474= ~30%.
However, the answer is actually 50%, how do they get this?
1 Answer
- DavidLv 78 years agoFavorite Answer
.134 of all messages are spam
.866 of all messages are not spam
.134 * .17 = 0.02278 of all messages are spam that contain free and txt
.134 * .83 = 0.11122 of all messages are spam that do not contain free and txt
.866 * .06 = 0.05196 of all messages are not spam that contain free and txt
.866 * .94 = 0.81404 of all messages are not spam that do not contain free and text
given that the message contains free and txt
.02278 + .05196
0.07474
what is the probability that it is spam
.02278
.02278 / .07474
0.30478993845330478993845330478994
30.48%
you are correct