Aiming at the phenomenon that the estimator of the capture-recapture model generally underestimates, a defect estimation improvement method based on historical data is proposed. After a virtual review based on some data from existing studies, the defect estimation effects of the estimator before and after the improvement are compared. The results show that the estimation accuracy of the improved estimator is generally higher than that of the estimator before the improvement. Keywords: software review; defect estimation; capture-recapture
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