The transformation of basic probability assignment to probability is one of the main methods for combinational evidence to decision-making assistant. However, the existing methods are lack of rational criterion, and can not get flexibility and objectivity simultaneously. Therefore, a transformation is presented based on uncertainty degree weighting. The method takes the process as a decision-making problem, chooses the Jousselme distance between the original BPA and the most special BPA as the uncertainty measure. The most special BPA and transformation probability are got through united solving method called “assumption-verification”. The experimental examples show that the proposed method is agreed with our decision-making custom, and the transformation result is reasonable and effective.