Experimental results in terms of regression metrics
| Events | Metric | Exp-1 | Exp-2 | Exp-3 | Exp-4 | Exp-5 | Exp-6 | Exp-7 |
|---|---|---|---|---|---|---|---|---|
| Event-I | R-squared | 0.2567 | 0.2723 | 0.2763 | 0.3079 | 0.3263 | 0.3263 | 0.3482 |
| MSE | 0.0379 | 0.0351 | 0.0304 | 0.0268 | 0.0252 | 0.0248 | 0.0198 | |
| MAE | 0.0968 | 0.0897 | 0.0875 | 0.0817 | 0.0810 | 0.0804 | 0.0782 | |
| Event-II | R-squared | 0.2487 | 0.2789 | 0.2772 | 0.3051 | 0.3229 | 0.3229 | 0.3471 |
| MSE | 0.0381 | 0.0343 | 0.0364 | 0.0282 | 0.0259 | 0.0251 | 0.0154 | |
| MAE | 0.0951 | 0.0862 | 0.0875 | 0.0809 | 0.0804 | 0.0812 | 0.0759 | |
| Event-III | R-squared | 0.2515 | 0.2759 | 0.2763 | 0.3084 | 0.3259 | 0.3239 | 0.3391 |
| MSE | 0.0363 | 0.0351 | 0.0304 | 0.0289 | 0.0272 | 0.0260 | 0.0102 | |
| MAE | 0.0942 | 0.0847 | 0.0855 | 0.0814 | 0.0815 | 0.0809 | 0.0759 |
| Events | Metric | Exp-1 | Exp-2 | Exp-3 | Exp-4 | Exp-5 | Exp-6 | Exp-7 |
|---|---|---|---|---|---|---|---|---|
| Event-I | 0.2567 | 0.2723 | 0.2763 | 0.3079 | 0.3263 | 0.3263 | 0.3482 | |
| MSE | 0.0379 | 0.0351 | 0.0304 | 0.0268 | 0.0252 | 0.0248 | 0.0198 | |
| MAE | 0.0968 | 0.0897 | 0.0875 | 0.0817 | 0.0810 | 0.0804 | 0.0782 | |
| Event-II | 0.2487 | 0.2789 | 0.2772 | 0.3051 | 0.3229 | 0.3229 | 0.3471 | |
| MSE | 0.0381 | 0.0343 | 0.0364 | 0.0282 | 0.0259 | 0.0251 | 0.0154 | |
| MAE | 0.0951 | 0.0862 | 0.0875 | 0.0809 | 0.0804 | 0.0812 | 0.0759 | |
| Event-III | 0.2515 | 0.2759 | 0.2763 | 0.3084 | 0.3259 | 0.3239 | 0.3391 | |
| MSE | 0.0363 | 0.0351 | 0.0304 | 0.0289 | 0.0272 | 0.0260 | 0.0102 | |
| MAE | 0.0942 | 0.0847 | 0.0855 | 0.0814 | 0.0815 | 0.0809 | 0.0759 |
Source(s): Authors’ own work