From: Improving dengue fever predictions in Taiwan based on feature selection and random forests
Category | Features | Source | Description |
---|---|---|---|
Dengue cases | Local dengue cases | Centers for Disease Control, Taiwana,b | Dengue daily confirmed cases |
Vector index | BI HI LI | Dengue mosquito investigation records \(\mathrm{BreteauIndex}\left(\text{BI}\right)(\%)=\frac{No.\;of\;positive\;containers\;infested}{Total\;no.\;of\;containers\;inspected}\ast100\)Â Â \(\mathrm{HouseIndex}\left(\text{HI}\right)(\%)=\frac{No.\;of\;positive\;housees\;infected}{Total\;no.\;of\;houses\;inspected}\ast100\)Â Â \(\mathrm{LarvaIndex}\left(\text{LI}\right)(\%)=\frac{No.\;of\;larvae}{Total\;no.\;of\;houses\;inspected}\ast100\)Â Â | |
Meteorological data | Temperature Rainfall Relative humidity UV index Wind speed Atmospheric pressure | Central Weather Bureau, Taiwanc | Temperature: daily average temperature (oC) Rainfall: daily total rainfall (mm) Relative Humidity: daily average relative humidity (%) UV Index Wind Speed: average wind speed per hour (km/hr) Atmospheric pressure (hPa) |
Air quality index | PM10 PM2.5 | Environmental Protection Administration, Taiwand | PM10(μg/m3): Inhalable particles with diameters which are 10 µm or smaller PM2.5(μg/m3): Inhalable particles with diameters which are 2.5 µm or smaller |