Table 1
Summary of the performance results of the models for the validation and test sets.
| Validation set |
|||||||||
|---|---|---|---|---|---|---|---|---|---|
| log PF >10 MeV |
log PF >30 MeV |
log PF >60 MeV |
|||||||
| Model loss | 0.0016 | 0.0010 | 0.0009 | ||||||
| Model metric | 0.0329 |
0.0232 |
0.0218 |
||||||
| 1-Day | 2-Day | 3-Day | 1-Day | 2-Day | 3-Day | 1-Day | 2-Day | 3-Day | |
| MAE | 0.061 | 0.091 | 0.125 | 0.053 | 0.079 | 0.098 | 0.052 | 0.069 | 0.086 |
| MSE | 0.013 | 0.028 | 0.054 | 0.010 | 0.031 | 0.055 | 0.009 | 0.027 | 0.047 |
| RMSE | 0.114 | 0.168 | 0.233 | 0.098 | 0.176 | 0.234 | 0.097 | 0.164 | 0.217 |
| MAPE | 22.156 | 28.104 | 34.721 | 13.039 | 18.590 | 22.735 | 10.036 | 13.994 | 16.731 |
| Test set |
|||||||||
| log PF >10 MeV |
log PF >30 MeV |
log PF >60 MeV |
|||||||
| Model loss | 0.0014 | 0.0011 | 0.0010 | ||||||
| Model metric | 0.0333 | 0.0283 | 0.0250 | ||||||
| 1-Day |
2-Day |
3-Day |
1-Day |
2-Day |
3-Day |
1-Day |
2-Day |
3-Day |
|
| MAE | 0.072 | 0.099 | 0.125 | 0.053 | 0.088 | 0.107 | 0.045 | 0.066 | 0.081 |
| MSE | 0.015 | 0.030 | 0.050 | 0.009 | 0.029 | 0.048 | 0.007 | 0.020 | 0.034 |
| RMSE | 0.121 | 0.172 | 0.224 | 0.094 | 0.170 | 0.218 | 0.082 | 0.141 | 0.184 |
| MAPE | 30.135 | 37.498 | 49.139 | 20.599 | 34.300 | 40.803 | 12.358 | 20.504 | 25.305 |
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