Of course there are error rates in our judicial system. It would be impossible to not have them. But these errors are not confined to death penalty cases. We surely wrongfully imprison some people, and wrongly fine others. That does not mean that we shouldn't have fines or prisons.
I don't see a good justification to apply this reasoning to the death penalty but not other forms of punishment.