Table 5.
Variation in the mean overall absolute percentage error for multiple prompt periods—fill ratio estimation (bold values emphasize the best performing model for each period).
| Model Identifier | MOAPE(3) | MOAPE(6) | MOAPE(9) | MOAPE(12) |
|---|---|---|---|---|
| Max. Inclination Only–LR | 10.90% | 7.64% | 8.12% | 12.57% |
| Integral Only–LR | 18.20% | 9.14% | 13.27% | 22.88% |
| IS–Linear SVM | 8.82% | 8.18% | 7.99% | 9.95% |
| IS Stat.–Linear SVM | 9.29% | 8.30% | 8.20% | 10.28% |
| IS–Coarse Gaussian SVM | 8.82% | 8.18% | 7.99% | 9.95% |
| IS Stat–Coarse Gaussian SVM | 8.68% | 7.99% | 7.96% | 9.86% |
| IS–Medium Gaussian SVM | 8.24% | 8.22% | 8.04% | 10.80% |
| IS Stat.–Medium SVM | 7.98% | 7.87% | 8.08% | 11.10% |