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This article has been accepted for publication in IEEE Transactions on Software Engineering Available: https://doi.org/10.1109/TSE.2018.28764331Metamorphic Relations for Enhancing System Understanding
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How to fill out metamorphic relations for data
How to fill out metamorphic relations for data
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Identify the input and output data sets for the system under test
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Execute the test cases and analyze the results to ensure the system behaves as expected
Who needs metamorphic relations for data?
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Software developers who want to ensure the correctness of their code
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Researchers studying the behavior of algorithms and data processing techniques
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What is metamorphic relations for data?
Metamorphic relations for data refer to the concept where certain transformations of datasets maintain specific properties or relations that can be utilized to identify or verify data integrity.
Who is required to file metamorphic relations for data?
Typically, organizations or individuals who handle or manipulate large datasets, especially in regulated industries, are required to file metamorphic relations for data.
How to fill out metamorphic relations for data?
To fill out metamorphic relations for data, one must identify the relevant transformations, document the resultant properties, and submit the information in the required format to the governing body overseeing data management.
What is the purpose of metamorphic relations for data?
The purpose of metamorphic relations for data is to ensure data integrity, verify consistency across datasets, and provide a framework for understanding transformations applied to data.
What information must be reported on metamorphic relations for data?
Information that must be reported typically includes the original dataset, the transformations applied, resulting properties, and any relevant metadata that describes the relationships between data points.
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