To Minimize Fault Report and Bug Fixing Time using an Efficient Integration of Instance and Aspect Preferment Algorithm

Conclusion: The proposed technique helps to validate & verify software application in effective way. Reduction of data on fault triage aims to construct a high-superiority set of fault data in the small-scale system through eliminating the fault report. To applying an algorithm, fault data set and attributes are extracted from every fault data set and train a predictive model based on the historical dataset. Based on Experimental evaluations, proposed methodology reduces 0.06 ET (Execution Time), and improves 0.5 P (Precision), 0.75 R (Recall), 0.39 F-M (F-Measure) and 5.07% (accuracy) compared than existing methodologies.
Source: Current Signal Transduction Therapy - Category: Molecular Biology Source Type: research