Table 1 Comparative analysis of different similarity criteria
From: Predicting the temporal activity patterns of new venues
Criteria | Description of Criteria | NRMSE |
|---|---|---|
TempGen | Temporally similar wards, same general category | 1.614 |
TempSpec | Temporally similar wards, same specific category | 1.575 |
Random | Random wards | 2.692 |
SameAll | Same ward, all categories | 2.1941 |
SameGen | Same ward, same general category | 1.884 |
SameSpec | Same ward, same specific category | 1.760 |
AllAll | All wards, all categories | 1.937 |
AllGen | All wards, same general category | 2.190 |
AllSpec | All wards, same specific category | 2.028 |