From: Determining optimal neighborhood size for ecological studies using leave-one-out cross validation
Filter type | Unguja | Pemba | Kolkata | ||||||
---|---|---|---|---|---|---|---|---|---|
Size | Minimum mean squared errors |
Avg. (min-max) | Size | Minimum mean squared errors |
Avg. (min-max) | Size | Minimum mean squared errors | Avg. (min-max) | |
Geographic filter | 200 m | 0.1103 |
1,921* (50-3,151) | 100 m | 0.1089 |
158* (4-434) | 20 m | 0.1166 |
283* (2-1,166) |
Population filter |
1,800 people | 0.1104 |
200 m** (141 m-1,005 m) |
200 people | 0.1098 |
158 m** (55 m-846 m) |
150 people | 0.1158 |
19 m** (0 m- 292 m) |