conditional probabilities and bayes theorem

raouf

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Apr 22, 2021
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there is a sensor that senses the presence of cars in a parking spot, to determine the effectiveness of the sensor you run two tests.
Test 1 - Fire the sensor 1000 times while a car is present in its field of view
Test 2 - Fire the sensor 800 times while a car is NOT present in its field of view

TestNo of times the sensor output indicated “detected a car”No of times the sensor output indicated “did NOT detect a car”
Test 1600400
Test 2160640

1.) p(Z=sense_ car_presense ┤|X=car_is_present)
2.) p(Z=sense_ car_absence ┤|X=car_is_NOT_present)
 
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