System Error Estimate using Combination of Classification and Optimization Technique

Alattas, Khalid A.

doi:10.3844/jcssp.2021.319.329

Cited by 3 publications

(2 citation statements)

References 27 publications

(28 reference statements)

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“…• Precision:Precision is the ratio of regression testing to the overall prioritized and selection of clustered test cases that is provided in equation (23).…”

Section: Evaluation Metricsmentioning

confidence: 99%

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Test Case Reduction and SWOA Optimization for Distributed Agile Software Development Using Regression Testing

Singh

Chauhan

Popli

2023

Preprint

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Regression testing is a well-established practice in software development, but its position and importance have shifted in recent years as agile approaches have grown in popularity, emphasizing the fundamental role of regression testing in preserving software quality. In previous techniques, the challenge to address is determining the number and size of clusters and optimization to stability the cost and efficacy of the strategy. To overcome all the existing drawbacks; this research study proposes Test Case Reduction and SWOA Optimization for Distributed Agile Software Development Using Regression Testing. The purpose of this research study is to look into regression testing strategies in agile development teams and to find out what they are optimum clustered test cases. The proposed strategy is divided into two stages that are prioritization as well as selection. Prioritization and selection are carried out once the test instances have been retrieved and grouped. The test clusters are sorted and prioritized in this stage to ensure that the most critical instances are chosen first. Second, the Support-based Whale Optimization Algorithm (SWOA) is used to choose test cases with a greater frequency of failure or coverage criterion. The results of the assessment metrics show that the proposed approach outperforms other current regression testing strategies substantially. Our suggested technique outperforms current methods in terms of information, according to the findings of the trials.

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“…• Precision:Precision is the ratio of regression testing to the overall prioritized and selection of clustered test cases that is provided in equation (23).…”

Section: Evaluation Metricsmentioning

confidence: 99%

“…FP TP TP P + = (23) • Recall:Recall is the ratio of regression testing to the overall prioritized and selection of clustered test cases that is available in the dataset which is given in equation (24).…”

Section: Evaluation Metricsmentioning

confidence: 99%