The evaluation for ALMPs(Active labor market policy) is divided by macro and micro evaluation methods. The former is performed based on individual's output, while the latter is carried in terms of employment variation in national or firm dimension. The main purpose to this study is to statistically and scientifically calculate by using fuzzy set theory, escaping from dead-weight loss estimation based on subjective and simple questionnaire survey. Our results found that method of dead-weight loss estimation based on subjective and simple make dead-weight loss overestimate more than that of fuzzy set theory. what this result occur is due to difference of a respondent's confirmability on answering. we find that dead weight loss is more in subsidy policy for new hiring than subsidy policy for the aged.