Probability of Failure-free Operations with Software for Defect Management
G. Premnath, R. Sathya, S. Velmurugan · 2013
In this paper, an empirical study that links software defect consistency with defects detection and prevention is respond. Various measurement issues such as validity, reliability, and other challenges in measuring process consistency at the project level are discussed. Even a relatively modest improvement in the consistency of implementing these practices is associated with a significant reduction in field defects prevention. A software developer tests the program developed to determine if it behaves as desired. In each of these cases, there is an attempt by a tester to determine if the human thoughts, actions, and products behave as desired. Behavior that deviates from the desirable is possibly of an error. Numerous studies have applied to learn the software defect measurement problem, i.e. predicting which modules will experience a failure during operation based on software metrics. However, the defect- prediction operations can measure that the resulting classifiers often predict the faulty (minority) class less accurately. Here, we investigate how to prevent alternatives (under, and oversampling) for software defect prediction using defect management study.