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Table 1 The results of the proposed approach to forecast the accumulated cases in two weeks

From: The forecast of COVID-19 spread risk at the county level

Using mobility data

Training

Validation

Testing

MAE

Correlation (p)

MAE

Correlation (p)

MAE

Correlation (p)

Yes

169.62

0.78 (p = 0.0169)

145.96

0.79 (p = 0.0083

605.40

0.83 (p = 0.0053)

No

182.14

0.68 (p = 0.0158)

150.91

0.69 (p = 0.0114)

596.66

0.82 (p = 0.0027)