Probability of error, equivocation, and the Chernoff bound
Martin E. Hellman, Josef Raviv · IEEE Transactions on Information Theory · 1970
Relationships between the probability of error, the equivocation, and the Chernoff bound are examined for the two-hypothesis decision problem. The effect of rejections on these bounds is derived. Finally, the results are extended to the case of any finite number of hypotheses.