Table 2 Hyperparameter selection by Bayesian Optimization.
From: An adaptive adjacency matrix-based graph convolutional recurrent network for air quality prediction
Monitoring station | Pollutant | Learning Rate | Dimensions of the FC layer 2 | Dimensions of the FC layer 3 |
|---|---|---|---|---|
Fangshan | PM2.5 | 0.00256 | 110 | 220 |
PM10 | 0.00265 | 220 | 124 | |
O3 | 0.00254 | 116 | 162 | |
Tiantan | PM2.5 | 0.00630 | 209 | 127 |
PM10 | 0.00734 | 160 | 39 | |
O3 | 0.00953 | 192 | 126 | |
Dongsi | PM2.5 | 0.0085 | 245 | 123 |
PM10 | 0.00111 | 226 | 69 | |
O3 | 0.00998 | 221 | 76 |
