Table 6 Spearman’s correlation of the evaluated metrics and accuracy of predictions calculated on the two types of mobility sequences of various spatio-temporal resolution
From: Explaining human mobility predictions through a pattern matching algorithm
Next-place [%] | Next time-bin [%] | |||||||
|---|---|---|---|---|---|---|---|---|
1688 m | 204m | 33 m | 1688 m | 204m | 33 m | 1-hour | 30-minutes | |
ESR | 75.38 | 75.26 | 74.35 | 76.42 | 68.24 | 71.55 | 73.85 | 69.25 |
SR | 52.92 | 62.17 | 66.25 | 74.80 | 79.73 | 86.35 | 76.42 | 83.04 |
DR | 48.83 | 56.41 | 55.49 | 80.93 | 74.28 | 73.60 | 75.89 | 72.65 |
Regularity | 51.48 | 46.18 | 57.93 | 54.87 | 53.26 | 56.15 | 53.04 | 56.45 |
Stationarity | – | – | – | 76.55 | 68.00 | 65.30 | 69.94 | 66.06 |
NStationarity | – | – | – | 76.55 | 68.00 | 65.30 | 69.94 | 66.06 |
GA | 68.18 | 71.79 | 70.39 | 90.62 | 89.61 | 92.50 | 89.70 | 91.53 |
IGA | 67.12 | 69.32 | 69.85 | 92.19 | 91.34 | 94.50 | 90.52 | 93.86 |
\(\Pi _{\max}\) | 63.16 | 62.64 | 62.05 | 74.89 | 68.08 | 64.96 | 70.93 | 67.70 |