A classification accuracy setting device and a method therefor of a coin selector used in an automatic vending machine, a money exchanger and other various automatic service apparatuses. In accordance with the operation of the device, a reed switch is turned on to set a classification accuracy selection mode, the number of coins of each denomination received in this mode is counted, and reference values of classification accuracies which have been stored in a memory are rewritten in response to the counted number.