Abstract: There are some possible steps that can be used to improve Software reliability and robustness through Data Mining. Improving Software Reliability and Robustness would ultimately improve software quality. Defect prediction for a software system is a technique which predicts defects from historical database. This technique helps to enhance the software reliability.