International Journal of Scientific Research and Engineering Development

International Journal of Scientific Research and Engineering Development


( International Peer Reviewed Open Access Journal ) ISSN [ Online ] : 2581 - 7175

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Bug Prediction using Local and Global Models



    International Journal of Scientific Research and Engineering Development (IJSRED)

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Published Issue : Volume-3 Issue-4
Year of Publication : 2020
Unique Identification Number : IJSRED-V3I4P85
Authors : Sarika Chopde


MLA


MLA Style: Sarika Chopde "Bug Prediction using Local and Global Models" International Journal of Scientific Research and Engineering Development (IJSRED) Vol3-Issue4 | 714-717.


APA Style: Sarika Chopde. Bug Prediction using Local and Global Models. International Journal of Scientific Research and Engineering Development (IJSRED) Vol3-Issue4 | 714-717.


Abstract :

Bug prediction is an important topic in software Quality chapter which objects to identify bug-inducing variations made in the software. Performance of the defect predictors get affected by some defect data sets shown recently in some studies. Local models expand the performance of prediction models. Previously the stress was always given on module-level defect prediction.. The trialstudies three assessment scenarios. It was found that Local models are much better than global models across different cross validation scenarios.