SAGA.imagery_classification.4: Supervised Classification for Shapes

Supervised classification for attribute data. To train the classifier choose an attribute that provides class identifiers for those records, for which the target class is known, and no data for all other records.

Inputs

Shapes

format
href
Please set a value for SHAPES.

Features

format
href
Please set a value for FEATURES.

Normalise

boolean

Training Classes

format
href
Please set a value for TRAINING.

Load Statistics from File...

format
href
Please set a value for FILE_LOAD.

Save Statistics to File...

format
href
Please set a value for FILE_SAVE.

Method

string

Let pixel stay unclassified, if minimum euclidian or mahalanobis distance is greater than threshold.

number

Let pixel stay unclassified, if spectral angle distance is greater than threshold.

number

Let pixel stay unclassified, if maximum likelihood probability value is less than threshold.

number

Probability Reference

string

Binary Encoding

boolean

Parallelepiped

boolean

Minimum Distance

boolean

Mahalanobis Distance

boolean

Maximum Likelihood

boolean

Spectral Angle Mapping

boolean

Outputs

Classification

format
transmission

Execution options

successUri
inProgressUri
failedUri

format

mode

Execute End Point

View the execution endpoint of a process.

View the alternative version in HTML.

{"id": "SAGA.imagery_classification.4", "title": "Supervised Classification for Shapes", "description": "Supervised classification for attribute data. To train the classifier choose an attribute that provides class identifiers for those records, for which the target class is known, and no data for all other records.", "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": "http://demo.mapmint.com/ogc-api/processes/SAGA.imagery_classification.4/execution"}, {"rel": "alternate", "type": "text/html", "title": "Execute End Point", "href": "http://demo.mapmint.com/ogc-api/processes/SAGA.imagery_classification.4/execution.html"}], "inputs": {"SHAPES": {"title": "Shapes", "description": "Shapes", "extended-schema": {"oneOf": [{"allOf": [{"$ref": "http://zoo-project.org/dl/link.json"}, {"type": "object", "properties": {"type": {"enum": ["text/xml", "application/vnd.google-earth.kml+xml", "application/json"]}}}]}, {"type": "object", "required": ["value"], "properties": {"value": {"oneOf": [{"type": "string", "contentEncoding": "utf-8", "contentMediaType": "text/xml"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "application/vnd.google-earth.kml+xml"}, {"type": "object"}]}}}]}, "schema": {"oneOf": [{"type": "string", "contentEncoding": "utf-8", "contentMediaType": "text/xml"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "application/vnd.google-earth.kml+xml"}, {"type": "object"}]}, "id": "SHAPES"}, "FEATURES": {"title": "Features", "description": "Features", "extended-schema": {"oneOf": [{"allOf": [{"$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"}]}, "id": "FEATURES"}, "NORMALISE": {"title": "Normalise", "description": "Normalise", "schema": {"type": "boolean", "default": false, "enum": ["true", "false"], "nullable": true}, "id": "NORMALISE"}, "TRAINING": {"title": "Training Classes", "description": "Training Classes", "extended-schema": {"oneOf": [{"allOf": [{"$ref": "http://zoo-project.org/dl/link.json"}, {"type": "object", "properties": {"type": {"enum": ["text/csv", "text/csv"]}}}]}, {"type": "object", "required": ["value"], "properties": {"value": {"oneOf": [{"type": "string", "contentEncoding": "utf-8", "contentMediaType": "text/csv"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "text/csv"}]}}}], "nullable": true}, "schema": {"oneOf": [{"type": "string", "contentEncoding": "utf-8", "contentMediaType": "text/csv"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "text/csv"}]}, "id": "TRAINING"}, "FILE_LOAD": {"title": "Load Statistics from File...", "description": "Load Statistics from File...", "extended-schema": {"oneOf": [{"allOf": [{"$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"}]}, "id": "FILE_LOAD"}, "FILE_SAVE": {"title": "Save Statistics to File...", "description": "Save Statistics to File...", "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"}]}, "id": "FILE_SAVE"}, "METHOD": {"title": "Method", "description": "Method", "schema": {"type": "string", "default": "Minimum Distance", "enum": ["Binary Encoding", "Parallelepiped", "Minimum Distance", "Mahalanobis Distance", "Maximum Likelihood", "Spectral Angle Mapping", "Winner Takes All"], "nullable": true}, "id": "METHOD"}, "THRESHOLD_DIST": {"title": "Distance Threshold", "description": "Let pixel stay unclassified, if minimum euclidian or mahalanobis distance is greater than threshold.", "schema": {"type": "number", "default": 0, "format": "double", "nullable": true}, "id": "THRESHOLD_DIST"}, "THRESHOLD_ANGLE": {"title": "Spectral Angle Threshold (Degree)", "description": "Let pixel stay unclassified, if spectral angle distance is greater than threshold.", "schema": {"type": "number", "default": 0, "format": "double", "minimum": 0, "maximum": 90, "nullable": true}, "id": "THRESHOLD_ANGLE"}, "THRESHOLD_PROB": {"title": "Probability Threshold", "description": "Let pixel stay unclassified, if maximum likelihood probability value is less than threshold.", "schema": {"type": "number", "default": 0, "format": "double", "minimum": 0, "maximum": 100, "nullable": true}, "id": "THRESHOLD_PROB"}, "RELATIVE_PROB": {"title": "Probability Reference", "description": "Probability Reference", "schema": {"type": "string", "default": "relative", "enum": ["absolute", "relative"], "nullable": true}, "id": "RELATIVE_PROB"}, "WTA_0": {"title": "Binary Encoding", "description": "Binary Encoding", "schema": {"type": "boolean", "default": false, "enum": ["true", "false"], "nullable": true}, "id": "WTA_0"}, "WTA_1": {"title": "Parallelepiped", "description": "Parallelepiped", "schema": {"type": "boolean", "default": false, "enum": ["true", "false"], "nullable": true}, "id": "WTA_1"}, "WTA_2": {"title": "Minimum Distance", "description": "Minimum Distance", "schema": {"type": "boolean", "default": false, "enum": ["true", "false"], "nullable": true}, "id": "WTA_2"}, "WTA_3": {"title": "Mahalanobis Distance", "description": "Mahalanobis Distance", "schema": {"type": "boolean", "default": false, "enum": ["true", "false"], "nullable": true}, "id": "WTA_3"}, "WTA_4": {"title": "Maximum Likelihood", "description": "Maximum Likelihood", "schema": {"type": "boolean", "default": false, "enum": ["true", "false"], "nullable": true}, "id": "WTA_4"}, "WTA_5": {"title": "Spectral Angle Mapping", "description": "Spectral Angle Mapping", "schema": {"type": "boolean", "default": false, "enum": ["true", "false"], "nullable": true}, "id": "WTA_5"}}, "outputs": {"CLASSES": {"title": "Classification", "description": "Classification", "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"}]}, "id": "CLASSES"}}}

http://demo.mapmint.com/ogc-apihttp://localhost/ogc-api/processes/SAGA.imagery_classification.4.html
Last modified: Sat Feb 19 15:43:34 CET 2022