Exploration of predicting occupational injury severity based on LightGBM model and model interpretability method
BackgroundLight gradient boosting machine (LightGBM) has become a popular choice in prediction models due to its high efficiency and speed. However, the "black box" issues in machine learning models lead to poor model interpretability. At present, few studies have evaluated the severity of...
| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Editorial Committee of Journal of Environmental and Occupational Medicine
2025-02-01
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| Series: | 环境与职业医学 |
| Subjects: | |
| Online Access: | http://www.jeom.org/article/cn/10.11836/JEOM24317 |