A shopkeeper buys a particular type of electric bulbs from three manufacturers $ M_1, M_2, M_3 $. He buys 25% of his requirement from $ M_1 $, 45% from $ M_2 $, and 30% from $ M_3 $. Based on past experience, he found that 2% of type $ M_1 $ bulbs are defective, whereas only 1% of type $ M_1 $ and type $ M_2 $ are defective. If a bulb chosen by him at random is defective, then the probability that it was of type $ M_3 $ is: