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In case sensor gives wrong reading.
| PM2.5 (µg/m3) | AQI | |||
|---|---|---|---|---|
| Sensor Data | Predicted by CNN | Predicted by only BRB (only Sensor Data Are Considered) |
predicted By Integrated Approach (BRB and CNN) |
Actual Value |
| 447 | 440.64 | 496.70 | 477.32 | 464 |
| 126 (wrong reading, accurate is 447) |
440.64 | 208.34 | 263.96 | |
| 4 | 2.50 | 9.17 | 14.02 | 17 |
| 243 (wrong reading, accurate is 4) |
2.50 | 259.48 | 159.53 | |
