Feature Engineering for Machine Learning and Data Analytics
This chapter provides an introduction on feature generation and engineering for software analytics. Specifically, we show how domain-specifc features can be designed and used to automate three software engineering tasks: (1) detecting defective software modules (defect prediction), (2) identifying c...
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| Main Authors: | , |
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| Format: | text |
| Language: | English |
| Published: |
Institutional Knowledge at Singapore Management University
2018
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| Subjects: | |
| Online Access: | https://ink.library.smu.edu.sg/sis_research/4362 https://ink.library.smu.edu.sg/context/sis_research/article/5365/viewcontent/Feature_Generation_chapter1.pdf |
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| Institution: | Singapore Management University |
| Language: | English |