Table 2.
Mean rank and statistical significance from post hoc Nemenyi test. For each season-state combination, the model forms are ranked from best (rank=1) to worst (rank=4).
|
Model |
CORa | RMSEb | MAPEc | |||||||||
|
Mean rank |
GFTd |
RRO |
RRR |
Mean rank |
GFT |
RRO |
RRR |
Mean rank |
GFT |
RRO |
RRR |
|
| GFT | 1.91 | 2.33 | 2.45 | |||||||||
| RR0 | 3.07 | <.001 | 2.75 | <.001 | 2.24 | .17 | ||||||
| RRR | 2.38 | <.001 | <.001 | 2.41 | .89 | .01 | 2.43 | .99 | .25 | |||
| RRS | 2.63 | <.001 | <.001 | .1 | 2.51 | .35 | .09 | .79 | 2.87 | <.001 | <.001 | <.001 |
aCOR: Pearson correlation coefficient.
bRMSE: root mean square error.
cMAPE: mean absolute percentage error.
dGFT: Google Flu Trends.