Table 1.
Missing rate of datasets features.
Dataset | Features | Missing Rate |
---|---|---|
Beijing PM2.5 | PM2.5 | 75% |
dew | 52% | |
temperature | 66% | |
pressure | 49% | |
wind direction | 89% | |
wind speed | 67% | |
snow | 1% | |
rain | 5% | |
Italy Air Quality | PT08.S1(CO) | 34% |
PT08.S2(NMHC) | 38% | |
PT08.S3(NOx) | 88% | |
PT08.S4(NO2) | 32% | |
PT08.S5(O3) | 45% | |
Beijing Multi-Site Air-Quality | PM2.5 | 34% |
PM10 | 28% | |
SO2 | 81% | |
NO2 | 22% | |
CO | 36% | |
O3 | 38% |