Table 4.
Number of days necessary to reach adjusted explained variance (R2) >0.80 and mean adjusted percentage error (MAPE) <0.20 for activity space measures
Cumulative Measures | Mean Daily Measures | |||
---|---|---|---|---|
|
||||
Activity space measure | Days for Adjusted R2 >0.80 | Days for MAPE <0.20 | Days for Adjusted R2 >0.80 | Days for MAPE <0.20 |
Area/size | ||||
Route buffer, 500m | 16 | 18 | 7 | 10 |
Convex hull | 16 | 20 | 9 | 19 |
Supermarkets | ||||
Route buffer, 500m count | 17 | 17 | 9 | 10 |
Route buffer, 500m density | 15 | 15 | 9 | 6 |
Convex hull count | 16 | 19 | 6 | 18 |
Convex hull density | 16 | 15 | 16 | 15 |
Kernel density | 1 | 15 | 1 | 15 |
Fast food restaurants | ||||
Route buffer, 500m count | 17 | 18 | 4 | 12 |
Route buffer, 500m density | 16 | 15 | 4 | 4 |
Convex hull count | 16 | 20 | 6 | 18 |
Convex hull density | 15 | 15 | 9 | 9 |
Kernel density | 5 | 7 | 4 | 7 |
Parks | ||||
Route buffer, 500m count | 16 | 18 | 9 | 18 |
Route buffer, 500m land proportion | 17 | 15 | 2 | 13 |
Convex hull count | 16 | 20 | 9 | 10 |
Convex hull land proportion | 23 | 15 | 13 | 6 |
Kernel density | 1 | 10 | 1 | 10 |
m = meters