Table 3.
Execution time.
| Regressors |
LM |
SVR |
ANN |
DT |
RF |
XGB |
LM |
SVR |
ANN |
DT |
RF |
XGB |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Station ID | Before COVID Outbreak | During COVID Outbreak | ||||||||||
| WB007 | 0.006 | 0.017 | 0.024 | 0.002 | 0.128 | 0.181 | 0.000 | 0.008 | 0.008 | 0.008 | 0.008 | 0.095 |
| WB009 | 0.000 | 0.016 | 0.032 | 0.008 | 0.199 | 0.186 | 0.000 | 0.011 | 0.012 | 0.006 | 0.008 | 0.121 |
| TG001 | 0.005 | 0.048 | 0.069 | 0.014 | 7.086 | 0.730 | 0.017 | 0.026 | 0.018 | 0.016 | 0.023 | 0.127 |
| TG002 | 0.000 | 0.053 | 0.079 | 0.016 | 1.037 | 0.461 | 0.001 | 0.713 | 0.010 | 0.016 | 0.019 | 0.129 |
| TG003 | 0.006 | 0.063 | 0.267 | 0.016 | 0.767 | 0.452 | 0.000 | 0.000 | 0.016 | 0.000 | 0.033 | 0.136 |
| TG004 | 0.010 | 0.115 | 0.105 | 0.290 | 1.315 | 0.592 | 0.000 | 0.008 | 0.016 | 0.008 | 0.015 | 0.135 |
| TG006 | 0.024 | 0.104 | 0.095 | 0.016 | 1.774 | 0.820 | 0.000 | 0.008 | 0.016 | 0.005 | 0.018 | 0.142 |
| DL001 | 0.000 | 0.016 | 0.048 | 0.008 | 0.311 | 0.200 | 0.000 | 0.016 | 0.012 | 0.008 | 0.016 | 0.128 |
| DL019 | 0.100 | 0.038 | 0.072 | 0.007 | 0.555 | 0.333 | 0.005 | 0.009 | 0.008 | 0.000 | 0.016 | 0.122 |