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DEFINITION :
P(A|B) ≡ the (conditional) Probability of A given B occurs
If A and B are infinite sets, the answer is NOT NECESSARY positive.
Sometime it can be negative.
You will find several examples below.
1. Let B = the set of all integer numbers and A = the subset of integer numbers with the absolute values greater than 5 ( |n| > 5 ).
Then P(A|B) = 1, but A =/= B.
In the "probability" terms, the probability that randomly selected integer number belongs to A is equal to 1, but A =/= B.
2. Let B = the set of all real numbers and A = the set of all real numbers except of x= 0 (the real number line with the hole at x= 0).
Then P(A|B) = 1, but A =/= B.
In the "probability" terms, the probability that randomly selected point from B belongs to A is equal to 1, but A =/= B.
3. Let B = the set of all complex numbers (a complex plane) and A be the subset of all non-real numbers.
Then P(A|B) = 1, but A =/= B.
In the "probability" terms, the probability that randomly selected point from B belongs to A is equal to 1, but A =/= B.
4. Let B = the set of all points inside and at the border of the circle of the radius of "r", and A is the subset of all interior points.
Then P(A|B) = 1, but A =/= B.
In the "probability" terms, the probability that randomly selected point from B belongs to A is equal to 1, but A =/= B.
5. Let B = the set of all whole integer numbers, and A is the subset of all composite numbers.
Then P(A|B) = 1, but A =/= B.
In the "probability" terms, the probability that randomly selected whole number is a composite number is equal to 1, but A =/= B.