Table 1 The features for prediction
Feature category | Features | Description |
|---|---|---|
Time series features | year | year of the date of hospital admission |
month | month of year | |
day | day of month | |
holiday | public holidays | |
DOW | day of week | |
Meteorological condition features | Tem_lag04 | mean temperature for the moving average of current day and previous four days (lag04) |
RH_lag06 | relative humidity for the moving average of current day and previous six days (lag06) | |
Rain_lag06 | rainfall for the moving average of current day and previous six days (lag06) | |
Air pollutants features | PM2.5_lag3 | PM2.5 at the previous three days (lag3) |
PM10_lag3 | PM10 at the previous three days (lag3) | |
PMC_lag3 | PMC at the previous three days (lag3) | |
SO2_lag0 | SO2 at the current day (lag0) | |
NO2_lag0 | NO2 at the current day (lag0) | |
CO_lag0 | CO at the current day (lag0) | |
O3_lag6 | O3 at the previous six days (lag6) |