paper
2021
Applications & impacts
Application study
Classical ML (trees, GP, linear, kernels) Journal
2021-09-01
008
Sep 2021
Dimpalben Patel, Le Jian, Jianguo Xiao et al.
International Journal of Epidemiology
Random forest models predict children's emergency department attendances in Western Australia from heatwaves, fire burns and air pollutants, with R² up to 0.95.
475Machine learning approach: identifying the impact of heatwaves and air quality on children’s health
In one sentence. Random forest models predict children's emergency department attendances in Western Australia from heatwaves, fire burns and air pollutants, with R² up to 0.95.
Labels
- Topic
- Applications & impacts
- Type
- Application study
- Method
- Classical ML (trees, GP, linear, kernels)
- Domain
- Regional
- Data
- Station / in-situ, Other
- Status
- Research
- Identifiers
- DOI:10.1093/ije/dyab168.323 OpenAlex:W3196744274
- Added
- 2026-10-22
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