Data quality matters: A case study on data label correctness for security bug report prediction
In the research of mining software repositories, we need to label a large amount of data to construct a predictive model. The correctness of the labels will affect the performance of a model substantially. However, limited studies have been performed to investigate the impact of mislabeled instances...
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| Main Authors: | , , , |
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| Format: | text |
| Language: | English |
| Published: |
Institutional Knowledge at Singapore Management University
2022
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| Subjects: | |
| Online Access: | https://ink.library.smu.edu.sg/sis_research/7436 https://ink.library.smu.edu.sg/context/sis_research/article/8439/viewcontent/DataQualityMatters_2022_av.pdf |
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| Institution: | Singapore Management University |
| Language: | English |