From: Determining optimal neighborhood size for ecological studies using leave-one-out cross validation
Filter type | Â | Unguja | Â | Â | Pemba | Â | Kolkata | Â | |
---|---|---|---|---|---|---|---|---|---|
 | 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) |