The impact of automated feature selection techniques on the interpretation of defect models
The interpretation of defect models heavily relies on software metrics that are used to construct them. Prior work often uses feature selection techniques to remove metrics that are correlated and irrelevant in order to improve model performance. Yet, conclusions that are derived from defect models...
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| Main Authors: | , , |
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| Format: | text |
| Language: | English |
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Institutional Knowledge at Singapore Management University
2020
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| Subjects: | |
| Online Access: | https://ink.library.smu.edu.sg/sis_research/8796 https://ink.library.smu.edu.sg/context/sis_research/article/9799/viewcontent/s10664_020_09848_1.pdf |
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| Institution: | Singapore Management University |
| Language: | English |