adbscan
Perform adaptive DBSCAN clustering on geospatial data using coordinates for pattern detection and spatial analysis.
Instructions
Adaptive DBSCAN clustering (requires coordinates, no dependent_var).
Input Schema
Name | Required | Description | Default |
---|---|---|---|
dependent_var | No | ||
distance_threshold | No | ||
eps | No | ||
min_samples | No | ||
shapefile_path | Yes | ||
target_crs | No | EPSG:4326 |
Input Schema (JSON Schema)
{
"properties": {
"dependent_var": {
"default": null,
"title": "Dependent Var",
"type": "string"
},
"distance_threshold": {
"default": 100000,
"title": "Distance Threshold",
"type": "number"
},
"eps": {
"default": 0.1,
"title": "Eps",
"type": "number"
},
"min_samples": {
"default": 5,
"title": "Min Samples",
"type": "integer"
},
"shapefile_path": {
"title": "Shapefile Path",
"type": "string"
},
"target_crs": {
"default": "EPSG:4326",
"title": "Target Crs",
"type": "string"
}
},
"required": [
"shapefile_path"
],
"title": "adbscanArguments",
"type": "object"
}