Table 2. (A)Average predictions [Simple average of Mean Absolute Errors (MAE)] over all forecasts of the three 2-strain models and their different combinations for the Riyadh province.
A Observed values (Data) |
Peak week* (weeks) | Peak maximum* (cases) | Season totals (cases) |
---|---|---|---|
11 | 45 | 230 | |
Individual model forecasts | |||
M1 | 22.8 [19.5] | 18.4 [32.94] | 478.80 [69.33] |
M2 | 28.7 [19.7] | 16.5 [26.25] | 216.60 [75.87] |
M3 | 22.1 [11.6] | 19.2 [24.83] | 222.12 [55.62] |
M1 with Superspreaders | 44.1 [34.7] | 68.9 [32.4] | 533.71 [194.5] |
Average model forecasts | |||
M1-M2 | 7.3 [12.1] | 42.67 [18.06] | 299.73 [69.92] |
M1-M3 | 3.4 [9.5] | 37.63 [22.19] | 296.18 [68.31] |
M2-M3 | 2.6 [9.4] | 53.37 [21.74] | 270.47 [42.79] |
M1-M2-M3 | 7.7 [9.6] | 39.37 [17.21] | 306.90 [77.41] |
B Provinces |
R0 [Mean (95% CI)] |
RH [Mean (95% CI)] |
RC [Mean (95% CI)] |
Riyadh | 2.0706 [2.0629–2.0763] |
2.0508 [2.0442–2.0543] |
0.5657 [0.5587–0.5709] |
Macca | 4.5716 [2.8781–6.5899] |
2.7239 [0.4281–4.9401] |
2.0977 [0.1256–5.7307] |
Madina | 5.0661 [2.5264–9.3814] |
4.7808 [0.7408–9.3132] |
1.6506 [0.2116–2.9661] |