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. 2017 Nov 6;19(11):e370. doi: 10.2196/jmir.7486

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.