[PDF] Top 20 Understanding the Impact of Diversity in Software Bugs on Bug Prediction Models

... Blocking Bugs Software engineering researchers have studied specific types of issues such reopened bugs, performance bugs, dormant bugs, ...severe bugs is blocking bugs. ... See full document

... the software system, the errors in source code are called ...a bug. However, we need to fix it if it ultimately becomes a bug causing a ...of bugs depends on reasons like DIT, WMC, CBO , ... See full document

... tion models that take into account multiple aspects of the software develop- ment ...good prediction performance, guiding developers towards those parts of their system where a large share of ... See full document

... Service, Bug Prediction, Bug Prediction as a Service, Microsoft ...of bugs in a software release has become ...of bugs in a software release is ...“predicting” ... See full document

... Service, Bug Prediction, Bug Prediction as a Service, Microsoft ...of bugs in a software release has become ...of bugs in a software release is ...“predicting” ... See full document

... = list(maxit = 50)) The following section goes through the results of these models. 3.2.3 Change Measures Model Results In the first column of Table 3.1 we see the results of the C OMMIT G URU change measure ... See full document

... of software solutions, testing is performed where a number of test cases are designed and executed for tracking bugs and ...the bug prediction modules are implemented. These models help ... See full document

... A software bug is an error, fault, failure or flaw in a computer program or system that causes it to produce an incorrect result, or to behave in unintended ...ways. Bug Severity is a classification ... See full document

... effective bug prediction models that take into account mul- tiple aspects of the software development ...Such models achieved good prediction performance, guiding de- velopers ... See full document

... with software metrics are commonly applied on widely used programming languages like C, C++ [108, 39], Java [26], C# [65, ...on software metrics specialized for ...the understanding of RPG legacy ... See full document

... approaches: Prediction and Classification [3]. Classification and prediction that can be used to extract models describing significant defect data classes or to predict future defect ...whereas ... See full document

... different diversity measures, such as Q-statistics, and investigate how much use of those measures affects defect ...different diversity measures have on the correct classification of defective ...Such ... See full document

... 4.3 Models for Comparison For a comparative study, we used two models: Usual Suspects and ...two-phase prediction models that use nearly all information ...given bug report, the Usual ... See full document

... Software companies spend over 45 percent of cost in dealing with software bugs. An inevitable step of fixing bugs is bug triage, which aims to correctly assign a developer to a new ... See full document

... to bug report # 134 in Quagga’s Bugzilla database, resetting the router’s local time to an earlier time caused data packets to be ...several bug properties that immediately ... See full document

... maintain. Software development guidelines are a set of rules which can help improve the quality of ...the software development community over time. Software antipatterns are a powerful and effective ... See full document

... of software defects rely on links between bug databases and program code ...on bug-fixes identified in developer-entered commit ...and models of the ...related bugs in the bug ... See full document

... of software defects rely on links between bug databases and program code ...on bug-fixes identified in developer-entered commit ...and models of the ...related bugs in the bug ... See full document

... Scenarios S3 and S4 When considering a maximum of two bug-seeding committers, it was found that only 357 commits comply with the requirements of Scenarios S3 and S4. Table 2 shows the results differentiated for S3 ... See full document

... new bug reports are submitted, each one is assigned to a single ...any bug to be resolved and discuss the pos- sible resolution of the ...a bug report is assigned to a developer, it is then up to ... See full document