Suppose that you have used some concept learning algorithm to learn a hypothesis h1 from some training data.
You are interested in knowing the accuracy that the hypothesis can be expected to achieve on the underlying population.
You assess the hypothesis on a set of test data consisting of 145 instances and you observe an error of 6.67%.
Manually calculate the 95% interval for the expected error.