Suppose each individual classifier in an ensemble has a 70% chance of predicting an observation’s class correctly and that the individual classifiers are perfectly independent of each other. What is the probability that an ensemble of 11 such classifiers correctly predicts an observation’s class?

a. 70%

b. 92.2%

c. 57.2%

d. 11.8%