SAGA.imagery_maxent.0: Maximum Entropy Classifcation

Maximum Entropy Classifcation

Inputs

Training Areas

format
href
Please set a value for TRAINING.

Class Name

format
href

Numerical Features

format
href

Categorical Features

format
href

Create Propabilities

boolean

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

Minimum probability to accept a classification result for a cell.

number

Outputs

Classes

format
transmission

Probability

format
transmission

Probabilities

format
transmission

Execution options

successUri
inProgressUri
failedUri

format

mode

Execute End Point

View the execution endpoint of a process.

{"id": "SAGA.imagery_maxent.0", "title": "Maximum Entropy Classifcation", "description": "Maximum Entropy Classifcation", "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.0/execution"}], "inputs": {"TRAINING": {"title": "Training Areas", "description": "Training Areas", "extended-schema": {"oneOf": [{"allOf": [{"$ref": "http://zoo-project.org/dl/link.json"}, {"type": "object", "properties": {"type": {"enum": ["text/xml", "application/vnd.google-earth.kml+xml", "application/json"]}}}]}, {"type": "object", "required": ["value"], "properties": {"value": {"oneOf": [{"type": "string", "contentEncoding": "utf-8", "contentMediaType": "text/xml"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "application/vnd.google-earth.kml+xml"}, {"type": "object"}]}}}]}, "schema": {"oneOf": [{"type": "string", "contentEncoding": "utf-8", "contentMediaType": "text/xml"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "application/vnd.google-earth.kml+xml"}, {"type": "object"}]}, "raw_schema1": "true", "id": "TRAINING"}, "FIELD": {"title": "Class Name", "description": "Class Name", "minOccurs": 0, "extended-schema": {"oneOf": [{"allOf": [{"$ref": "http://zoo-project.org/dl/link.json"}, {"type": "object", "properties": {"type": {"enum": ["text/csv", "text/csv"]}}}]}, {"type": "object", "required": ["value"], "properties": {"value": {"oneOf": [{"type": "string", "contentEncoding": "utf-8", "contentMediaType": "text/csv"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "text/csv"}]}}}], "nullable": true}, "schema": {"oneOf": [{"type": "string", "contentEncoding": "utf-8", "contentMediaType": "text/csv"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "text/csv"}]}, "raw_schema1": "true", "id": "FIELD"}, "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"}, "PROBS_CREATE": {"title": "Create Propabilities", "description": "Create Propabilities", "minOccurs": 0, "schema": {"type": "boolean", "default": false, "enum": ["true", "false"], "nullable": true}, "id": "PROBS_CREATE"}, "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"}, "PROB_MIN": {"title": "Minimum Probability", "description": "Minimum probability to accept a classification result for a cell.", "minOccurs": 0, "schema": {"type": "number", "default": 0, "format": "float", "minimum": 0, "maximum": 1, "nullable": true}, "id": "PROB_MIN"}}, "outputs": {"CLASSES": {"title": "Classes", "description": "Classes", "extended-schema": {"oneOf": [{"allOf": [{"$ref": "http://zoo-project.org/dl/link.json"}, {"type": "object", "properties": {"type": {"enum": ["image/tiff", "application/x-ogc-envi", "application/x-ogc-aaigrid", "image/png"]}}}]}, {"type": "object", "required": ["value"], "properties": {"value": {"oneOf": [{"type": "string", "contentEncoding": "base64", "contentMediaType": "image/tiff"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "application/x-ogc-envi"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "application/x-ogc-aaigrid"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "image/png"}]}}}]}, "schema": {"oneOf": [{"type": "string", "contentEncoding": "base64", "contentMediaType": "image/tiff"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "application/x-ogc-envi"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "application/x-ogc-aaigrid"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "image/png"}]}, "raw_schema1": "true", "id": "CLASSES"}, "PROB": {"title": "Probability", "description": "Probability", "extended-schema": {"oneOf": [{"allOf": [{"$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": "PROB"}, "PROBS": {"title": "Probabilities", "description": "Probabilities", "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": "PROBS"}}}

https://host1.tb.geonovum.geolabs.fr/ogc-api/processes/SAGA.imagery_maxent.0.html
Last modified: Sat Feb 19 15:43:34 CET 2022