A drilling company has estimated a 40% chance of striking oil for their new well. A detailed test has been scheduled for more information. Historically, 60% of successful wells have had detailed tests, and 20% of unsuccessful wells have had detailed tests. Given that this well has been scheduled for a detailed test, what is the probability that the well be successful?
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Answer:
.67
given
P(s)= 4/10
p(DT/S)=6/10
P(DT/ S') = 2/10
construct a confusion matrix
S. S'. Total
DT 24 12 36
DT'. 16 48 64
Total. 40 60
so P(S/DT)= 24/36 = 0.67
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