In this paper, new computing formulas of maximal expected monetary value $EMV^*_s$ are derived. The definition of quantity of sample information is given. The properties of conditional entropy, information quantity and EVSI of sample information with the distinct accuracy are discussed. Some conclusions are also obtained that the conditional entropy of complete information reaches the minimum,the quantity of sample information and EVSI the maximum, and that the condition entropy of uniform information r...