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. 2016 Jun 15;10(6):e0004761. doi: 10.1371/journal.pntd.0004761

Table 2. Comparison of province-level prediction accuracy between full-data and real-time predictions, by prediction horizon.

These calculations assume that both the full-data and real-time multi-step predictions began at the same time. The table shows the 5th percentile (Q5), 25th percentile (Q25), median (Q50), 75th percentile (Q75), and 95th percentile (Q95) value of the relative MAE from each province at the given horizon. The relative MAEs were calculated as the MAE from the real-time predictions divided by the MAE from the full-data predictions, i.e. values larger than 1 indicate that the real-time models showed more absolute error on average than the full-data models.

horizon Relative MAE (real-time vs. baseline scores)
Q 5 Q 25 Q50 (median) Q 75 Q 95
1 0.78 0.90 1.00 1.06 1.20
2 0.74 0.87 0.95 1.02 1.17
3 0.77 0.90 0.97 1.03 1.11
4 0.82 0.95 1.02 1.08 1.19
5 0.83 0.96 1.04 1.13 1.29
6 0.87 1.02 1.08 1.21 1.45
7 0.88 1.01 1.13 1.28 1.71
8 0.88 1.00 1.15 1.35 1.97
9 0.90 1.01 1.16 1.38 2.22
10 0.88 1.01 1.19 1.42 2.45