Table 4.
Variation in volume mean overall absolute percentage error for multiple prompt periods (bold values emphasize the best performing model for each period).
| Model Identifier | MOAPE(3) | MOAPE(6) | MOAPE(9) | MOAPE(12) |
|---|---|---|---|---|
| Duration Only–LR | 36.74% | 34.41% | 33.51% | 32.42% |
| Integral Only–LR | 28.68% | 27.76% | 27.59% | 27.79% |
| IS–Linear SVM | 32.87% | 26.40% | 23.44% | 21.46% |
| IS Stat.–Linear SVM | 33.74% | 26.64% | 23.52% | 21.56% |
| IS–Coarse Gaussian SVM | 31.55% | 25.49% | 22.58% | 20.75% |
| IS Stat.–Coarse Gaussian SVM | 31.79% | 25.39% | 22.48% | 20.65% |
| IS–Medium Gaussian SVM | 30.52% | 24.98% | 21.62% | 19.64% |
| IS Stat.–Medium SVM | 30.55% | 24.86% | 21.71% | 19.49% |