Want to be right more often? Then be prepared to be wrong

Signal detection theory, however, shows that the cost of increasing the proportion of correct responses will be an increase in the number of errors. In other words, the more often you want to be right, the more often you must tolerate being wrong.—Understanding Reading, page 66