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Bag I contains 3 red and 4 black balls while another bag II contains 5 red and 6 black balls. One ball is drawn at random from one of the bags and it is found to be red. Find the probability that it was drawn from bag II.

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Let E1 be the event of choosing the bag I, E2 the event of choosing the bag II and A be the event of drawing a red ball.

Now, the probability of drawing a ball from bag II, being given that it is red, P(E2/A). By using Bayes' theorem, we have

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