SAGA.imagery_maxent.1: Maximum Entropy Presence Prediction

Maximum Entropy Presence Prediction

Inputs

Presence Data

format
href
Please set a value for PRESENCE.

Numerical Features

format
href

Categorical Features

format
href

Background Sample Density [Percent]

number

Method

string

Load from File...

format
href

Save to File...

format
href

Regularization

string

Regularization Factor

number

Real-valued Numerical Features

boolean

Alpha

number

Threshold

number

Maximum Iterations

integer

Number of Numeric Value Classes

integer

Outputs

Presence Prediction

format
transmission

Presence Probability

format
transmission

Execution options

successUri
inProgressUri
failedUri

format

mode

Execute End Point

View the execution endpoint of a process.

{"id": "SAGA.imagery_maxent.1", "title": "Maximum Entropy Presence Prediction", "description": "Maximum Entropy Presence Prediction", "mutable": false, "version": "1.0.0", "jobControlOptions": ["sync-execute", "async-execute", "dismiss"], "outputTransmission": ["value", "reference"], "links": [{"rel": "http://www.opengis.net/def/rel/ogc/1.0/execute", "type": "application/json", "title": "Execute End Point", "href": "https://host1.tb.geonovum.geolabs.fr/ogc-api/processes/SAGA.imagery_maxent.1/execution"}], "inputs": {"PRESENCE": {"title": "Presence Data", "description": "Presence Data", "extended-schema": {"oneOf": [{"allOf": [{"$ref": "http://zoo-project.org/dl/link.json"}, {"type": "object", "properties": {"type": {"enum": ["text/xml", "application/vnd.google-earth.kml+xml", "application/json"]}}}]}, {"type": "object", "required": ["value"], "properties": {"value": {"oneOf": [{"type": "string", "contentEncoding": "utf-8", "contentMediaType": "text/xml"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "application/vnd.google-earth.kml+xml"}, {"type": "object"}]}}}]}, "schema": {"oneOf": [{"type": "string", "contentEncoding": "utf-8", "contentMediaType": "text/xml"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "application/vnd.google-earth.kml+xml"}, {"type": "object"}]}, "raw_schema1": "true", "id": "PRESENCE"}, "FEATURES_NUM": {"title": "Numerical Features", "description": "Numerical Features", "minOccurs": 0, "maxOccurs": 1024, "extended-schema": {"type": "array", "minItems": 0, "maxItems": 1024, "items": {"oneOf": [{"allOf": [{"$ref": "http://zoo-project.org/dl/link.json"}, {"type": "object", "properties": {"type": {"enum": ["image/tiff", "application/x-ogc-envi", "application/x-ogc-aaigrid", "image/png"]}}}]}, {"type": "object", "required": ["value"], "properties": {"value": {"oneOf": [{"type": "string", "contentEncoding": "base64", "contentMediaType": "image/tiff"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "application/x-ogc-envi"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "application/x-ogc-aaigrid"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "image/png"}]}}}]}, "nullable": true}, "schema": {"oneOf": [{"type": "string", "contentEncoding": "base64", "contentMediaType": "image/tiff"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "application/x-ogc-envi"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "application/x-ogc-aaigrid"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "image/png"}]}, "raw_schema1": "true", "id": "FEATURES_NUM"}, "FEATURES_CAT": {"title": "Categorical Features", "description": "Categorical Features", "minOccurs": 0, "maxOccurs": 1024, "extended-schema": {"type": "array", "minItems": 0, "maxItems": 1024, "items": {"oneOf": [{"allOf": [{"$ref": "http://zoo-project.org/dl/link.json"}, {"type": "object", "properties": {"type": {"enum": ["image/tiff", "application/x-ogc-envi", "application/x-ogc-aaigrid", "image/png"]}}}]}, {"type": "object", "required": ["value"], "properties": {"value": {"oneOf": [{"type": "string", "contentEncoding": "base64", "contentMediaType": "image/tiff"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "application/x-ogc-envi"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "application/x-ogc-aaigrid"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "image/png"}]}}}]}, "nullable": true}, "schema": {"oneOf": [{"type": "string", "contentEncoding": "base64", "contentMediaType": "image/tiff"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "application/x-ogc-envi"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "application/x-ogc-aaigrid"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "image/png"}]}, "raw_schema1": "true", "id": "FEATURES_CAT"}, "BACKGROUND": {"title": "Background Sample Density [Percent]", "description": "Background Sample Density [Percent]", "minOccurs": 0, "schema": {"type": "number", "default": 1, "format": "float", "minimum": 0, "maximum": 100, "nullable": true}, "id": "BACKGROUND"}, "METHOD": {"title": "Method", "description": "Method", "minOccurs": 0, "schema": {"type": "string", "default": "Yoshimasa Tsuruoka", "enum": ["Yoshimasa Tsuruoka", "Dekang Lin"], "nullable": true}, "id": "METHOD"}, "YT_FILE_LOAD": {"title": "Load from File...", "description": "Load from File...", "minOccurs": 0, "extended-schema": {"oneOf": [{"allOf": [{"$ref": "http://zoo-project.org/dl/link.json"}, {"type": "object", "properties": {"type": {"enum": ["text/plain"]}}}]}, {"type": "object", "required": ["value"], "properties": {"value": {"oneOf": [{"type": "string", "contentEncoding": "utf-8", "contentMediaType": "text/plain"}]}}}], "nullable": true}, "schema": {"oneOf": [{"type": "string", "contentEncoding": "utf-8", "contentMediaType": "text/plain"}]}, "raw_schema1": "true", "id": "YT_FILE_LOAD"}, "YT_FILE_SAVE": {"title": "Save to File...", "description": "Save to File...", "minOccurs": 0, "extended-schema": {"oneOf": [{"allOf": [{"$ref": "http://zoo-project.org/dl/link.json"}, {"type": "object", "properties": {"type": {"enum": ["text/plain"]}}}]}, {"type": "object", "required": ["value"], "properties": {"value": {"oneOf": [{"type": "string", "contentEncoding": "utf-8", "contentMediaType": "text/plain"}]}}}], "nullable": true}, "schema": {"oneOf": [{"type": "string", "contentEncoding": "utf-8", "contentMediaType": "text/plain"}]}, "raw_schema1": "true", "id": "YT_FILE_SAVE"}, "YT_REGUL": {"title": "Regularization", "description": "Regularization", "minOccurs": 0, "schema": {"type": "string", "default": "L1", "enum": ["none", "L1", "L2"], "nullable": true}, "id": "YT_REGUL"}, "YT_REGUL_VAL": {"title": "Regularization Factor", "description": "Regularization Factor", "minOccurs": 0, "schema": {"type": "number", "default": 1, "format": "float", "nullable": true}, "id": "YT_REGUL_VAL"}, "YT_NUMASREAL": {"title": "Real-valued Numerical Features", "description": "Real-valued Numerical Features", "minOccurs": 0, "schema": {"type": "boolean", "default": true, "enum": ["true", "false"], "nullable": true}, "id": "YT_NUMASREAL"}, "DL_ALPHA": {"title": "Alpha", "description": "Alpha", "minOccurs": 0, "schema": {"type": "number", "default": 0.1, "format": "float", "nullable": true}, "id": "DL_ALPHA"}, "DL_THRESHOLD": {"title": "Threshold", "description": "Threshold", "minOccurs": 0, "schema": {"type": "number", "default": 0, "format": "float", "nullable": true}, "id": "DL_THRESHOLD"}, "DL_ITERATIONS": {"title": "Maximum Iterations", "description": "Maximum Iterations", "minOccurs": 0, "schema": {"type": "integer", "default": 100, "nullable": true}, "id": "DL_ITERATIONS"}, "NUM_CLASSES": {"title": "Number of Numeric Value Classes", "description": "Number of Numeric Value Classes", "minOccurs": 0, "schema": {"type": "integer", "default": 32, "nullable": true}, "id": "NUM_CLASSES"}}, "outputs": {"PREDICTION": {"title": "Presence Prediction", "description": "Presence Prediction", "extended-schema": {"oneOf": [{"allOf": [{"$ref": "http://zoo-project.org/dl/link.json"}, {"type": "object", "properties": {"type": {"enum": ["image/tiff", "application/x-ogc-envi", "application/x-ogc-aaigrid", "image/png"]}}}]}, {"type": "object", "required": ["value"], "properties": {"value": {"oneOf": [{"type": "string", "contentEncoding": "base64", "contentMediaType": "image/tiff"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "application/x-ogc-envi"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "application/x-ogc-aaigrid"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "image/png"}]}}}]}, "schema": {"oneOf": [{"type": "string", "contentEncoding": "base64", "contentMediaType": "image/tiff"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "application/x-ogc-envi"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "application/x-ogc-aaigrid"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "image/png"}]}, "raw_schema1": "true", "id": "PREDICTION"}, "PROBABILITY": {"title": "Presence Probability", "description": "Presence Probability", "extended-schema": {"oneOf": [{"allOf": [{"$ref": "http://zoo-project.org/dl/link.json"}, {"type": "object", "properties": {"type": {"enum": ["image/tiff", "application/x-ogc-envi", "application/x-ogc-aaigrid", "image/png"]}}}]}, {"type": "object", "required": ["value"], "properties": {"value": {"oneOf": [{"type": "string", "contentEncoding": "base64", "contentMediaType": "image/tiff"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "application/x-ogc-envi"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "application/x-ogc-aaigrid"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "image/png"}]}}}]}, "schema": {"oneOf": [{"type": "string", "contentEncoding": "base64", "contentMediaType": "image/tiff"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "application/x-ogc-envi"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "application/x-ogc-aaigrid"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "image/png"}]}, "raw_schema1": "true", "id": "PROBABILITY"}}}

https://host1.tb.geonovum.geolabs.fr/ogc-api/processes/SAGA.imagery_maxent.1.html
Last modified: Sat Feb 19 15:43:34 CET 2022